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    Still Writing PHP in 2025? Absolutely, (even with AI) and here’s why.
    So… is PHP dying? PHP continues to power a massive part of the web. It has evolved with modern practices and tooling, it’s still very much capable of delivering robust, scalable applications. And let’s be real, if you’re working in education tech, content management, or legacy systems, chances are PHP is part of your daily toolkit. With the rise of AI tools like ChatGPT and GitHub Copilot, one might wonder: Is PHP still relevant in this new world? Is it still relevant when AI is changing how we write and think about code? You can find the full article on Medium.com  ( 3 min )
    What’s Happening Inside Your Linux Kernel?
    Have you ever wondered how exactly your Linux system knows when a program is running, a file system is being mounted, or a new module is being loaded? It’s all happening deep inside the Linux kernel, and most of the time, we’re completely blind to it. But what if I told you there’s a way to peek inside, without rebooting the system, installing special software, or breaking anything? Welcome to the world of "kprobes", where you can trace important kernel events in real-time, like a system detective 🕵️‍♂️. Let’s dive in. Let’s say you’re running containers in production. One day, something feels off—a container might be doing something it shouldn’t. Is it spawning weird processes? Is it trying to mount a new filesystem? Is it trying to gain extra privileges? Is someone loading a sketchy ke…  ( 5 min )
    Flutter Enums in Flutter with Sealed Classes in Dart 3
    Enums have long been a reliable and expressive way to represent a set of constant values in both Dart and Flutter. With the arrival of Dart 3, enums are no longer just simple constants — they now support advanced features that make them incredibly versatile. When used alongside sealed classes, another exciting Dart 3 addition, enums can help you build cleaner, more robust, and type-safe application logic. What are enums in Dart, and why they matter A look at Dart 3’s powerful enum upgrades Introduction to sealed classes and union types Real-world examples combining Enums with sealed classes for elegant modeling in Flutter apps Enums (short for “enumerations”) are a special kind of type in Dart that represent a fixed set of named values. They are particularly handy for situations where a va…  ( 5 min )
    Why You Should Consider DevOps for Your Organization
    Imagine a world where your software development team & operations team work together like a well-rehearsed orchestra with no missed notes or clashing instruments just seamless harmony. That is the promise of DevOps. It is not a buzzword or a trendy tech term. It is a transformative approach that reshapes how organizations build deliver & manage software. At its core DevOps is a set of practices tools & cultural philosophies that unite software development with IT operations. The goal is to shorten the software development life cycle while delivering high quality software continuously. Let us look at the practical benefits of DevOps that go beyond theory & make a real impact on organizations of all sizes Speed is the new currency of business. In the past deploying a new software feature cou…  ( 5 min )
    Data transfer made easy - Rclone
    Let me get straight to it, I used to transfer data from Files.com or any other platform where files were dropped to our cloud buckets using scripts. It was all okay when the file sizes were within a few MBs, but things got painful once they grew into GBs. It started taking a lot more time. To speed things up, I tried running the transfer on a VM, it did get faster, but not faster faster, especially when the size crossed 400+ GB. That’s when I started looking for a better way to connect my GCP/AWS buckets directly with these storage platforms, something that could make the transfer process faster and more reliable. And that’s where rclone came into the picture. I have set it up on my vm as a job that runs the backups/transfer in ease sudo apt update curl https://rclone.org/install.sh | su…  ( 4 min )
    Open Source Project - Contribute Begginers
    🚨 BIG NEWS for all developers & learners! 🚨 💥 My project Hotel Wale is now officially OPEN SOURCE on GitHub! https://github.com/ahmadraza-09/Hotel-Wale https://www.hotelwale.com/ 🎯 Why I made it open-source? You can now: 🙌 Whether you're just starting out or already a pro — this repo is for educational and collaborative purposes only. Let’s build together, improve the code, and create something amazing as a community. 🔥 This is not just a project — it’s a chance to grow in public, contribute, and be a part of something real! OpenSource #ReactJS #TailwindCSS #FrontendDeveloper #WebDevelopment #GitHub #LearnToCode #BuildInPublic #DeveloperCommunity #HotelWale  ( 3 min )
    Instruction source location tracking in ArkScript
    Good error reporting is crucial in programming languages. Doing it at compile time was easy in ArkScript as we have all the context we need at hand, but since we compile code down to bytecode, which is then run by the virtual machine, we loose a lot of context: the source files, their path, their content, we don't have that anymore! Our runtime errors could only show the VM internal state. This article is about how it all changed. I went to the drawing board, and three solutions presented themselves to me: create a source location table in the bytecode, mapping an instruction to a file and line ; emit special instructions that would be skipped by the VM, and used only when the VM crashed, backtracking to find the nearest SOURCE instruction ; extend the size of instructions to 8 bytes and u…  ( 6 min )
    Unveiling the 389 Directory Server License: Comprehensive Analysis and Future Outlook
    Abstract: This post provides a holistic analysis of the 389 Directory Server License with in‐depth exploration of its history, core features, licensing philosophy, and future outlook. We discuss its technical aspects, fair code principles, dual licensing challenges, and how it compares with other well‐known licenses (such as the MIT License and GNU GPL v3). With practical examples, tables, and bullet lists, we offer clear guidance for developers, legal experts, and project managers to evaluate licensing challenges and harness potential innovations like blockchain-based monetization. Read on to discover why this license has been a pillar of secure directory services and how its evolution might shape the future of open source and fair code ecosystems. The role of licensing in software devel…  ( 9 min )
    Bag Of Words
    Bag of Words (BoW) is a foundational technique in text processing, where text is transformed into numerical vectors based on word presence and frequency. It is a simple yet powerful method for converting text data into a format that machine learning models can understand. Why the Name "Bag of Words"? The term "Bag of Words" comes from the idea that the model treats text like a "bag" of words: It only cares about the presence of words (do they exist?) and their frequency (how often they appear). Like items in a physical bag, the words are placed in without concern for their order or arrangement. Core Purpose Transform text (words or sentences) into numeric representations that machine learning models can understand. Transforms Text into Numeric Vectors: Each unique word in the text is…  ( 4 min )
    🎓 Understanding Mutability & Variables in Rust 🦀
    Rust’s ownership system starts with the basics — mutability and variable bindings. If you're just getting into Rust, this concept is crucial to grasp before diving deeper. 🔗 Check it out here: https://gistr.so/thread/rust-basics-2024-lesson-6-variables-mutab-0yeo-vbkmu08  ( 2 min )
    How to for developers: Mastering your corporate MacBook Setup
    Starting with a fresh MacBook can be exciting, but navigating corporate IT requirements can feel daunting. This article demystifies the process, offering a step-by-step guide to ensure a smooth and efficient setup that aligns with your company's policies and empowers your productivity from day one. This article will focus on a persona of a Python Developer but is transferable for any developers. MacBook Depending on your company, the Macbook provided to you as a developer workstation can pose certain difficulties when compared with a privately own MacBook. Namely: You will not be sudo of your workstation A proxy could be implemented as company policy Not being sudo will be the main difficulty and we will see how to navigate around that and still comply with your company policies, meaning…  ( 7 min )
    I QUIT
    So, I gathered over 15K followers over the span of one year here in dev.to, but it's all vain when you don't get enough views as you're supposes to get. The dev.to algorithm just doesn't do it for me anymore. I can't even post regularly because of my caught upon schedule and posting here also doesn't feel worth it. So I quit. Thank you for everything. If you want updates from me... Follow me on X: @Mince_2328 Should I unquit? Idk....  ( 2 min )
    A ilusão da escolha: como a interface guia decisões 🧠🎯
    Psicologia das decisões, arquitetura da informação e dark patterns. Quando você clica em um botão, desliza um controle ou preenche um formulário… Você realmente escolheu fazer aquilo? Ou a interface já havia decidido por você, através de posicionamento, cor, linguagem ou contexto? Sistema 1: Rápido, automático, inconsciente. Usa heurísticas, hábitos e emoções. Sistema 2: Lento, consciente, deliberado. Usa lógica e análise. Designs eficazes interagem majoritariamente com o Sistema 1, que é preguiçoso e busca atalhos. Isso faz com que pequenas decisões visuais tenham enorme influência sobre nossas ações. O layout, cores, texto e ordem dos elementos não são neutros. Eles criam: Foco visual: o que salta aos olhos é o que mais recebe cliques. Hierarquia de opções: o que parece "importante" ou…  ( 5 min )
    Understanding Postfix Mail Server Setup for Beginners
    Email is a fundamental part of our digital lives, but have you ever wondered how it actually works behind the scenes? In this guide, I'll walk you through setting up a basic mail server using Postfix on Linux, explaining each component in beginner-friendly terms. refer the git repo for further info https://github.com/Harivelu0/shellscript-projects/tree/main/email_server A mail server is like a digital post office. It receives, sorts, and delivers electronic mail. When someone sends an email to you@yourdomain.com, a mail server handles receiving that message and putting it in your inbox. Postfix is one of the most popular mail server software applications for Linux. It's: Reliable and secure Relatively easy to configure Used by many organizations worldwide Think of main.cf as the control pa…  ( 5 min )
    DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
    選定理由と所感 Tianjin Universityの研究 paper: https://arxiv.org/abs/2504.18243 https://zenn.dev/knowledgesense/arti./cles/10b2b5f772b810 【社会課題】 【技術課題】 【提案】 【効果】 ハイエンドなLLMは利用コストも高いため、ロウエンドモデルを Finetuneもしくは知識蒸留 して用いる。 実験  ( 2 min )
    Developers and the Cisco 300-715 SISE Certification: A Match You Didn’t Know You Needed
    The Cisco 300-715 SISE exam, part of the CCNP Security track, validates your expertise in implementing and configuring Cisco Identity Services Engine (ISE). It's a powerful Network Access Control (NAC) solution that enforces Zero Trust architecture, ensures device compliance, and supports centralized identity management. This isn’t your typical “router-and-switch” cert. It dives deep into: Authentication, Authorization, and Accounting (AAA) Policy enforcement and profiling Endpoint visibility and segmentation Integration with Active Directory and third-party tools Secure access control via wired, wireless, and VPN Here’s Cisco’s official exam guide if you want the nitty-gritty. Two words: DevSecOps and Zero Trust. As more development environments demand embedded security practices, underst…  ( 6 min )
    How Resego AI Helps Students and Professionals Cut Research Time in Half
    In today’s fast-paced academic and professional world, staying updated with the latest research is overwhelming. Resego AI simplifies the entire process with smart summarization, insight extraction, and organized storage. Body: CTA: No technical skills needed. Just sign up and start making your research efficient.  ( 2 min )
    ◼️6/100 Block-by-Block: DAO governance data
    One thing I learned about: Examples of DAO governance data Proposal creation and execution Votes Vote delegation Governance token staking Treasury movements 🔽🛠️Resources🔽 OpenZeppelin Governor: https://docs.openzeppelin.com/contracts/governance Tally: https://docs.tally.xyz/user-guides/governance-frameworks Element modular on-chain governance platform: https://messari.io/report/governor-note-evolving-on-chain-governance-with-element-council  ( 2 min )
    🔔 How i added a web push notification feature in my project
    Hey everyone! 👋 I am thrilled to announce to you that I have implemented a push notification feature on my ChatX project. How it works 1. Service Worker A Service worker is a JavaScript file that runs in the background of your browser independently from the web page. It allows your app to handle things like push notifications, background syncing, and caching even when the user is not actively on your site. 2. VAPID Keys These are cryptographic keys that authenticate your server with the browser’s push service. They allow you to send web push notifications securely and directly, without relying on external services like Firebase Cloud Messaging (FCM). 3. Subscription When a user allows push notifications, the browser creates a subscription object containing an endpoint URL …  ( 4 min )
    Unveiling Mozilla Public License 1.1: A Comprehensive Exploration of Innovations, Challenges, and Future Trends
    Abstract This post delves into the Mozilla Public License 1.1 (MPL 1.1) in depth by providing historical background, key concepts, practical applications, challenges regarding dual licensing and exploitation, and future outlooks in the evolving open source ecosystem. We explore MPL 1.1’s role as a balanced license that supports both community collaboration and proprietary integration, while also comparing it against alternative frameworks. In addition, this post examines related innovations—including blockchain-driven fair code compensation models—and integrates insights from authoritative sources and industry experts. The world of open source software thrives on clear, fair, and sustainable licensing models. Among these, the Mozilla Public License 1.1 (MPL 1.1) has emerged as a notable …  ( 7 min )
    🚀 Introducing Rucks: A Student-Built App to Help Students Stay on Track
    Dear Dev Community, Between classes, late-night coding, and the occasional existential crisis, I realized something: school can be overwhelming. There’s always a deadline, always a distraction, and platforms like WhatsApp or Telegram—while useful—aren’t really designed for focused learning. So instead of just complaining about it, I decided to build something. 🎓 Meet Rucks. 🧠 The Problem I wanted something that understood student life. So I built it. ✨ What is Rucks? Plan their days and assignments Track learning goals Reflect and improve Stay motivated without social media noise It’s simple, focused, and built around real academic pain points. It also integrates MxAnalytica, a small analytics engine I built to help improve the experience based on real usage—not assumptions. 🔧 Tech Stack Backend: Dart Frog + Drift for lightweight local storage Analytics: MxAnalytica (custom engine) No Google services — I wanted to build something privacy-respecting and independent 📦 Why I Built It This Way "Between classes, coffee sips, and the occasional existential crisis." Every design choice was guided by real needs and actual friction points I (and my peers) experience as students. 🔍 What’s Next? I'm also exploring ways to monetize it without compromising the experience. If you’ve built something similar or have thoughts on that, I’d love to hear from you. 🧑‍💻 Call for Feedback & Collab Got ideas? Want to test it out? Just curious? ronov9000@gmail.com Let’s build better tools for learning—together. — Thanks for reading, @rono0365  ( 3 min )
    How to Set Up a Monitoring Stack with Prometheus, Grafana, and Node Exporter Using Docker Compose
    Monitoring your infrastructure is crucial for reliability and performance. In this article, we'll walk through a simple and effective monitoring stack using Docker Compose, featuring Prometheus for metrics collection, Grafana for visualization, and Node Exporter for exposing host metrics. . ├── docker-compose.yml ├── prometheus.yml └── provisioning/ └── datasources/ └── prometheus.yml docker-compose.yml File Let's break down the main components of the docker-compose.yml file: services: prometheus: image: prom/prometheus:v3.3.1 container_name: prometheus ports: - "9090:9090" volumes: - ./prometheus.yml:/etc/prometheus/prometheus.yml - prometheus_data:/prometheus networks: - monitoring grafana: image: grafana/grafana:12.0.0 …  ( 5 min )
    Show your portfolio using S3 and CodePipeline
    Successfully hosted a static portfolio using S3 + CodePipeline, documented the entire flow, fixed initial errors, and gained hands-on AWS experience. "Show your portfolio using S3 and CodePipeline." That's what the interviewer said. And guess what I did? I half-did it — only used S3, completely forgot about CodePipeline. Classic fresher moment. But I didn’t stop there. After some caffeine, chaos, and clicking around AWS documentation like a lost tourist, I figured it out! Hosted my portfolio on Amazon S3 deployment using AWS CodePipeline(if you change in index.html it will sudden showcase)--i think automated i don't know I’ve documented every step and every mistake (yes, including naming my bucket static-website-hosting-swiggy because... panic mode ). Lessons learned: Don’t rush. AWS has enough buttons to confuse the calmest soul. Automate with CodePipeline — it’s not just for big apps. As a fresher, do it right the first time — or document how you almost didn't and fix it. That’s still growth. Full write-up (steps + mistakes + current working solution): https://github.com/devops-methodology/static-website-hosting Big thanks to the interviewer who unintentionally gave me my weekend project. Let me know if you'd like me to tag your GitHub/doc link or refine anything. Ready to go viral with a smile.............. TO FOLLOW for more projects & updates---- my GitHub profile - https://lnkd.in/gFnaRiS6 nextwork org link- https://lnkd.in/gpXTAeY5 dev.to -https://lnkd.in/gFRpihNq medium.com- https://lnkd.in/g_iCpfsb hashnode- https://lnkd.in/gSqR6GAn bento- https://lnkd.in/g9zgrdhw  ( 3 min )
    Looking for an expereinced Developer to be the Tech Lead on a new venture
    Hi guys were looking for a lead developer to help us get a new cloud platform over the line with the view of becomming a partner and technical lead in the future. This can be a part time project to fit in with your current commitments. Please reach out if interested and I will jump on a call to discuss this in more detail. Looking forward to hearing from you Ed.  ( 2 min )
    Building Your Own Meme Generator with Model Context Protocol (MCP)
    Building Your Own Meme Generator with Model Context Protocol (MCP) Model Context Protocol (MCP) has revolutionized how AI assistants interact with external tools and services. In this tutorial, I'll show you how to create a fun and practical Meme Generator MCP that works with AI assistants like Claude in Cursor or Cline. The Model Context Protocol (MCP) is a standard that allows AI assistants to interact with external tools, services, and data sources. By creating custom MCP servers, you can extend AI capabilities with specialized tools tailored to your needs. Our Meme Generator MCP will have three main components: A Next.js web application that displays memes An MCP server that handles requests from AI assistants Configuration for AI tools like Cursor or Cline First, let's create a Next…  ( 6 min )
    [Boost]
    What I've learned by building a fully serverless application Lucas Geovani Castro Brogni ・ May 16 #serverless #node #aws #mongodb  ( 2 min )
    What Developers Should Know Before Building Retail Store Software
    The retail industry is undergoing rapid digital transformation, driven by the evolving expectations of consumers and advancements in technology. At the heart of this shift lies retail store software, a critical tool that powers everything from inventory control and customer engagement to sales tracking and data analytics. For developers looking to build robust retail store systems, understanding the unique demands of this space is not just beneficial—it’s essential. In this guide, we’ll walk through the most important considerations developers must take into account before building retail store software, including technical architecture, feature requirements, scalability, and real-world operational challenges. Before diving into code, developers need to familiarize themselves with how mode…  ( 6 min )
    Understanding JavaScript's Memory Leak Patterns
    Understanding JavaScript's Memory Leak Patterns Introduction JavaScript, as a programming language designed for building interactive web applications, has evolved significantly since its inception in the mid-1990s. The increasing complexity of modern applications and their dependence on dynamic content have led to a pressing need for developers to understand not only how to write efficient code but also how to manage memory effectively. One of the most pernicious issues that can arise in long-running JavaScript applications is the memory leak, which can lead to decreased performance and application crashes. In this comprehensive guide, we will delve into the patterns, causes, and solutions regarding memory leaks in JavaScript. We will cover historical contexts, in-depth code …  ( 6 min )
    What is Bitroot?
    What is a parallel public chain? The transaction execution of traditional smart contract platforms (such as Ethereum) is serial: one transaction can be executed only after the next one is executed, and even if the transactions do not affect each other, they cannot be processed in parallel. This leads to a very low throughput (TPS). Ethereum has an average of only a dozen TPS, and transaction congestion and gas fees soar during peak hours. Parallel public chains are different. They analyze the dependencies between each transaction and execute independent transactions on multiple computing cores at the same time. In layman’s terms, it is to make the blockchain multi-channel parallel operation like an assembly line, split the tasks into small pieces and process them in parallel, which can gre…  ( 6 min )
    Started Writing Technical Articles on Medium — First Article on Sliding Window Algorithm in Java!
    Hey fellow developers! 👋 I’m excited to share that I’ve recently started writing technical articles on Medium to document and share my learning journey. This all began after attending an inspiring session by Anu Sharma at the KIET Technoverse event, where I was encouraged to showcase my projects and concepts through writing. To kick things off, I wrote a detailed guide on solving the Smallest Distinct Window problem using the sliding window algorithm in Java — a classic but tricky coding interview problem. In the article, I cover: Understanding the problem step-by-step Brute force and optimized sliding window approaches Detailed Java code snippets with explanations Time and space complexity analysis If you’re prepping for interviews or want to strengthen your string and hashmap skills, this might be helpful! 🔗 Check out the full article here on Medium I’m looking forward to writing more and would love your feedback and suggestions! Happy coding! 🚀  ( 3 min )
    How to Automate Azure App Service IP Whitelisting with Azure DevOps Pipeline
    If you’re managing IP restrictions for an Azure App Service, you’ve likely encountered the need to add, update, or remove IP addresses for access control. Doing this manually can be cumbersome and prone to errors, especially when dealing with multiple environments or services. By using an Azure DevOps (ADO) pipeline, you can automate IP whitelisting, ensuring that changes are applied consistently. In this guide, I’ll walk you through using the Azure CLI in an Azure DevOps pipeline to manage IP restrictions dynamically. We’ll set up a pipeline that: Accepts an IP address and rule name as parameters. Prerequisites Azure CLI installed on your DevOps agent. Azure Service Connection in ADO, allowing access to your Azure subscription. Resource Group and App Service name where you plan to impleme…  ( 5 min )
    Write Less, Reuse More: Template Inheritance in Flask Explained
    This turned out to be a pretty cool concept. While working on my site monitoring app, I had around three or four services like uptime checks, DNS lookups, pinging, and a few others. Since I’m not much of a UI designer, I ended up creating separate files for each service, even though they all shared the same layout. That’s when I discovered Flask’s template inheritance. Instead of repeating the same code over and over, you can create a base layout and reuse it wherever you want. It really helped clean things up and made everything way easier to manage. Here’s how you can set it up. template-inheritance home about contact Then, in your child template, you extend the base and override that block: {% extends "base.html" %} {% block content %} hello world!! {% endblock %} That way, you get the shared layout and can customize parts of the page without repeating your code.  ( 3 min )
    Unveiling ISC License Modified: A Comprehensive Exploration of Open Source Fair Code Licensing
    Abstract: This post provides an in‑depth exploration of the ISC License Modified, its origins, fundamental features, applications across industries, and its role in the open source and fair code licensing ecosystem. We dive into its background, core concepts, challenges, limitations, and future innovations. Careful attention is given to how it compares with other well‐known licenses and to practical examples, including dual licensing strategies and real-world adoption. With clear technical insights, descriptive tables, and bullet lists, this post offers a holistic view to help developers, organizations, and open source enthusiasts navigate the evolving landscape of licensing and funding in the era of blockchain, decentralized finance, and community governance. The ISC License Modified is …  ( 8 min )
    Twitch User Guide for Beginners
    Twitch User Guide for Beginners Welcome to Twitch! What is Twitch? How to get Started? Creating a Twitch Account Setting Up Your First Stream (Optional) Navigating the Twitch Interface Following and Watching Streamers Using Chat Earning on Twitch Tips and Etiquette FAQs What is Twitch? Twitch is a live streaming platform where users can watch and broadcast content, especially gaming, music, chatting, art and creative streams. Viewers can watch, chat, and interact in real time. Before using Twitch, you will need: A stable internet connection A computer or mobile device Webcam Streaming software (e.g., Twitch Studio, OBS Studio) Headphones for better audio experience (Optional) Folow these steps to create an account: Go to www.twitch.tv Click “Sign Up” (top right). Fill in your: User…  ( 4 min )
    How I Created a Full-Stack Resume Builder Using Next.js and Prisma
    🚀 Live Demo: https://resume-org.vercel.app Introduction Building a resume can be a tedious task, especially when you want a polished, professional look without spending hours on formatting. To solve this, I decided to create a full-stack Resume Builder web app that offers users multiple templates, a dynamic editor, and seamless export to PDF. In this post, I’ll share the features, tech stack, challenges, and future plans of this project, along with a live demo you can try out yourself. Tech Stack Overview To build a modern, scalable application, I chose the following technologies: Next.js — For both frontend and backend with React and API routes Prisma ORM — To manage PostgreSQL database schema and queries efficiently PostgreSQL (hosted on NeonDB) — For storing user data and resume in…  ( 4 min )
    Scraping YouTube Channel Data Using Python – No API Needed!
    Recently, I built a Python-based scraper that collects public video data from YouTube channels — without using the official API. This was a fun and insightful project where I explored how YouTube structures its data and how to extract information efficiently. The script can extract the following: Video Titles View Counts Publish Dates Video URLs Thumbnails It works directly from channel pages by sending requests and parsing the HTML with BeautifulSoup. I recorded a short demo of the scraper in action: 👉 Watch on YouTube The complete Python code is open-source and available here: 👉 View GitHub Repository requests BeautifulSoup (from bs4) re for regex json for parsing dynamic data blocks YouTube's official Data API has: Quota limitations Requires API key setup More overhead for small-scale scrapers So I challenged myself to build a solution that works purely via scraping — lightweight and fast. I’m considering adding: CLI flags for custom inputs CSV/JSON export support Playlist/channel crawler Error handling & logging Would love feedback and suggestions from the community! If you've worked on similar projects or want to collaborate, feel free to reach out. Also open to contributors or testers!  ( 3 min )
    Interactive Gradient & Glassmorphism with noise
    Check out this Pen I made!  ( 2 min )
    🔐 Control Cloudflare Infrastructure Using AI + MCP (with Python Example)
    Introduction Cloudflare recently launched 13 remote MCP servers—a massive leap toward making AI not just smart, but actually useful in real-world infrastructure management. In this post, I’ll show you: What MCP (Model Context Protocol) is. What Cloudflare is doing with it. How you can interact with your Cloudflare infrastructure via Python and MCP. A practical example to fetch DNS records for a domain. 🤖 What is MCP? MCP (Model Context Protocol) is an emerging standard that allows LLMs (like Claude or ChatGPT) to interact with external tools in a structured and secure way. Think: ChatGPT that can talk to your database, cloud, GitHub, or even smart home devices—with permission. Cloudflare’s MCP servers expose core services (like DNS, WAF, analytics, Workers) as AI-ac…  ( 3 min )
    VLANs and Trunking
    VLANs and Trunking: Segmenting and Aggregating Your Network Introduction: Virtual LANs (VLANs) and trunking are fundamental networking concepts crucial for efficient network management. VLANs logically segment a physical network into multiple broadcast domains, improving security and performance. Trunking allows multiple VLANs to travel over a single physical link. Together, they provide a robust and scalable network architecture. Prerequisites: Implementing VLANs and trunking requires a managed switch capable of supporting 802.1Q tagging (for trunking). Basic network understanding, including IP addressing and subnetting, is also essential. Features: VLANs offer broadcast domain isolation. Each VLAN acts as a separate network, limiting broadcast traffic and improving security. Trunki…  ( 3 min )
    Split Slick Slideshow
    Check out this Pen I made!  ( 2 min )
    Java Variables: A Complete Guide (feat. var Type Inference)
    This article provides a complete overview of Java variables, covering everything from basic concepts to modern features like local variable type inference var. It explores variable types, declaration, initialization, scope, lifetime, and naming conventions. Whether you're preparing for an interview or seeking a quick refresher, this guide provides essential insights. Table of Contents What is a Variable? Variable Types Declaring and Initializing Variables Naming Conventions and Legal Identifiers for Variables Variable Scope and Lifetime Local Variable Type Inference (var) Java classes have two primary elements: methods, often called functions or procedures in other languages, and fields, more generally known as variables. Together these are called the members of the cl…  ( 10 min )
    Query Optimization Isn’t Optional—It’s Profit
    Imagine pouring money into your product, marketing, and SEO… only to watch users bounce because your app took 5 seconds to load a dashboard. You didn’t just lose a user. trust, potential referrals, revenue—and future growth. Welcome to the world where query optimization isn’t just a backend task—it’s a business decision. Let’s break it down. Every time your app executes a poorly optimized query: You're adding load to the database (which can slow down everything else). You're increasing cloud/database server costs. You're delivering a frustrating user experience. You're risking churn for every second of delay. 💸 Amazon found that every 100ms of latency cost them 1% in sales. Read the case study Modern web apps aren't just static pages—they’re dynamic, data-driven, and expected to be light…  ( 4 min )
    What is "Keywordkönig"? A Transparent SEO Experiment to Reach #1 on Google
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    Types of SQL statements
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    Cloud Computing Reference Model 2025 – Complete Guide with Diagrams
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    Build your resume in minutes with AI-powered precision
    Struggling to stand out in a sea of resumes? You're not alone. Your resume is your first impression—and in 2025, it's all about smart, tailored, and professional. That’s where InstaResume.io comes in. Unlike generic templates or outdated formats, our tool uses: ✅ AI-powered suggestions to highlight your most marketable skills ✅ Professionally designed ATS-friendly templates ✅ Smart formatting that adapts to your industry and experience level ✅ Real-time content tips to optimize keywords for recruiters Whether you're a: Fresh graduate Career switcher Senior professional Freelancer or creative Our builder helps you craft a resume that reflects your true value—not just job titles. Choose from modern, clean resume templates Add your info or import your LinkedIn profile Let our AI recommend bullet points and skill keywords Download in PDF and apply with confidence No fluff. Just focused, recruiter-ready resumes. “I got interview calls within a week of updating my resume!” “The AI suggestions saved me hours of formatting and writing.” “Clean, elegant templates that pass ATS—finally!” 👉 Build your resume in minutes: https://instaresume.io/resume-builder Take control of your career narrative and make your resume work for you—not against you.  ( 3 min )
    Understanding Generics in TypeScript: The Ultimate Guide to Reusable Code
    🚀 What Are Generics in TypeScript? When developing applications, we often need flexibility while maintaining type safety. TypeScript’s Generics solve this challenge by allowing us to create reusable components that can work with multiple data types. In this guide, we’ll break down generics step by step, ensuring you fully understand how to use them efficiently. Without generics, you would need separate functions for different data types. For example: function returnString(value: string): string { return value; } function returnNumber(value: number): number { return value; } This approach leads to redundant code. Generics solve this problem by creating a single function that works for all types. Generics use a placeholder type, such as , allowing a function to handle various dat…  ( 5 min )
    Shallow Copy & Deep Copy in Python
    Buy Me a Coffee☕ *My post explains variable assignment. *Memos: The one or more references of one or more lists are stored in a variable. v1 and v2 have the same references of the same shallow list. v1 and v2 have the same references of the same deep list. #### Shallow list #### # ↓↓↓↓↓↓↓↓↓↓↓ ↓ v1 = ['a', 'b', ['c', 'd']] # Equivalent v2 = v1 # ↑↑↑↑↑↑↑↑↑↑ # v1 = v2 = ['a', 'b', ['c', 'd']] # Deep list print(v1, v2) # ['a', 'b', ['c', 'd']] ['a', 'b', ['c', 'd']] v2[1] = 'B' v2[2][0] = 'C' # ↓↓↓ ↓↓↓ ↓↓↓ ↓↓↓ print(v1, v2) # ['a', 'B', ['C', 'd']] ['a', 'B', ['C', 'd']] *Memos: copy() can be used for shallow copy. v1 and v2 have the different references of the different shallow lists. v1 and v2 have the same re…  ( 4 min )
    Variable assignment in Python
    Buy Me a Coffee☕ *Memos: My post explains parameters and arguments. My post explains iterable unpacking in variable assignment. My post explains * for iterable unpacking in variable assignment. My post explains * for iterable unpacking in function. My post explains ** for dictionary unpacking. My post explains *args and **kwargs in function. My post explains [] and () for variables in variable assignment. My post explains [] and () for variables for statement. My post explains shallow copy and deep copy. You can assign one or more values to one or more variables as shown below: v = 5 print(v) # 5 v = 10 print(v) # 10 *str type cannot be changed by accessing each character so use list() and join() to do that. v = "Orange" print(v, v[0], v[1], v[2], v[3], v[4], v[5]) # Orange O r a n g…  ( 4 min )
    Coding Journey: Day 1 - Day 14
    📚 What I Learned: Refreshed Core Web Fundamentals: Revisited the basics of HTML, CSS, and JavaScript that I learned through FreeCodeCamp last year, focusing on clean markup, styling fundamentals, and scripting logic. Version Control with Git: Learned essential Git commands such as git init, git add, git commit, git branch, and how to manage repositories with better workflow practices. Introduction to React: Got started with React fundamentals — understanding JSX syntax, creating functional components, and getting familiar with common project file structures. Deploying with GitHub Pages: Learned how to deploy React projects from a multi-project repository by running npm run build, placing the output into a docs folder, and configuring GitHub Pages to serve the site — gaining hands-on experience with static site hosting and deployment workflows. 🛠️ What I Coded (Highlights): Practiced dynamically rendering arrays of objects in React components. Built components that display different content based on the property values (props) passed in — gaining hands-on experience with conditional rendering and data-driven UI.  ( 3 min )
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    Article originally published here : https://alsohelp.com/blog/how-to-display-git-shortsha-in-terminal I had a problem displaying the image here on dev.to, everywhere else, the text is fine Article below : The answer is already given in this StackOverflow answer more than 6 years ago (!) and still holds true nowadays : git rev-parse --short HEAD # 4d7b213 In Git every commit is identified by a 40-character hexadecimal string named the "Git SHA". See the commit number pointer by the arrow ? (view it in original article) Yes, that's the git short SHA. Only the first 7 digits amongst the 40. The risk of collision is small enough to identify uniquely each commit. You can define an alias, on Linux or Windows, in order to display it without to remember the whole command : alias shortsha='git rev-parse --short HEAD' (exemple from my Linux machine) Will be used like this : shortsha # 4d7b213 Neat! Sometimes, you will try some attempt to display it somewhere in the footer, in order to increase confidence about which version of the website is deployed. I like and use it, but I admit it's not very common though. That was a quick recap about the git short SHA.  ( 3 min )
    Teamcamp for Dev Teams: Ship Faster, Collaborate Smarter
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    No Framework Overkill — Just Express and JSX
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    How to Use Async Communication method to stay productive
    How High-Performing Dev Teams Use Async Communication to Stay Productive Pratham naik for Teamcamp ・ May 17 #webdev #productivity #devops #opensource  ( 2 min )
    How High-Performing Dev Teams Use Async Communication to Stay Productive
    Introduction In the fast-paced world of software development, every line of code counts—and so does every minute of your day. As tech teams increasingly embrace remote and hybrid models, we must clearly rethink how we communicate. Daily stand-ups, endless Zoom calls, and constant Slack notifications are no longer the productivity boosters they once seemed to be. Instead, high-performing developer teams use asynchronous (async) communication to stay aligned, reduce interruptions, and get more done. Daily stand-ups were designed to be quick, focused meetings to keep teams in sync. But in reality, they often: Happen at inconvenient times across time zones Turn into lengthy status updates Break developer flow and deep work Add unnecessary meeting fatigue According to a recent GitLab Remot…  ( 5 min )
    I’ve Built for 4 Years, Failed Quietly, and Now I’m Sharing Everything
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    Hello DEV Community 👋
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    Scroll Animation Without JavaScript: Introducing animation-timeline: view();
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    Hey everyone, I’m working on a cybersecurity app called JamLock — focused on protecting users from skimming, hacking, and digital identity theft in real time. It includes features like NFC skimmer detection, encrypted vaults, behavioral security, emergenc
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    Fixing the "Connection failed" Error in Cursor
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    Lessons learnt from hosting a virtual meetup for AWS UG Women in Tech India
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    Beat Amazon Tariff Shock: AI Listing Optimization & Virtual Bundle Generator by Flowin.AI
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    The Tavrn Press Kit is Here
    Originally posted on May 8th, 2025 at blog.tavrn.top We’ve officially published the Tavrn Press Kit — a simple, clear, and packed resource for anyone curious about what we’re building. Whether you're a writer, blogger, creator, investor, or just someone wondering “what even is Tavrn?”... this is for you The press kit includes: A full overview of what Tavrn is and why it exists Our development roadmap & launch timeline Screenshots & mockups of early features Details on the AHA! discovery program Brand assets (logo, tagline, colors) FAQs, contact info, and more Tavrn is being built in the open — with feedback and support from people like you. This press kit is one more way to keep things accessible, clear, and easy to talk about. If you want to write about Tavrn, apply for access, or just keep tabs on us, this is a great place to start. 📎 Explore the full press kit here: tavrn.top/press Need anything else? Want to collaborate? press@tavrn.top or hello@tavrn.top Thanks for being part of this. 🧡  ( 3 min )
    Top 10 Free Resources to Learn JavaScript (From Zero to Pro)
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    Understanding the Basics of Machine Learning with Python
    Understanding the Basics of Machine Learning with Python Machine learning (ML) is revolutionizing industries, from healthcare to finance, by enabling computers to learn from data and make intelligent decisions. If you're new to this field, Python is the perfect language to start with due to its simplicity and powerful libraries. In this guide, we'll break down the fundamentals of machine learning, explore key concepts, and provide practical Python examples to get you started. What is Machine Learning? Machine learning is a subset of artificial intelligence (AI) that focuses on building systems capable of learning from data without explicit programming. Instead of writing rigid rules, ML algorithms identify patterns and make predictions or decisions based on input data. There are three main…  ( 4 min )
    Understanding SSD Endurance: What Does TBW Really Mean?
    If you're using an SSD — and let’s be honest, you probably are — you might have come across a spec labeled TBW, or Terabytes Written. But what does it actually mean for the real-world lifespan of your drive? Let’s break it down in simple terms. TBW stands for Terabytes Written, and it’s a metric that tells you how much data can be written to an SSD before the drive is likely to start wearing out. Think of it like a fuel limit — not for how long the drive will exist, but for how much write work it can handle over its lifetime. For example, if your SSD has a TBW of 600, that means you can write 600 terabytes of data to it before you start entering the "wear-out" zone, as defined by the manufacturer. Let’s do a quick, real-world calculation. Say you're a regular user writing about 100 GB per day — downloading files, installing apps, updating your system, working on projects. That’s quite a bit for a typical user, but let’s go with it. 100 GB/day = 36.5 TB/year 600 TBW / 36.5 TB/year ≈ 16 years Yes, sixteen years of daily 100GB writing. That’s how much endurance a 600TBW SSD gives you. And if you write less than that (which most people do), it’ll last even longer. You can monitor your SSD’s health and total data written using tools like: CrystalDiskInfo (Windows) smartctl from smartmontools (Linux/macOS) These tools can show you how much data has been written so far, so you can get a real-time sense of your drive’s life expectancy. TBW is an important but often misunderstood metric. SSDs don’t just suddenly die after hitting the limit, but the risk of data loss increases as the flash memory wears out. That said, for most users — even power users — modern SSDs offer years of reliable performance. So the next time you see a TBW rating, don’t panic. Unless you're stress-testing your drive daily, you're probably fine for a decade or more.  ( 3 min )
    Optimizing Mental Math: Fast Multiplications and Divisions for Software Engineers
    In a world overflowing with digital tools, it’s easy to dismiss mental math as outdated — a quaint relic from the pre-calculator age. But there’s something uniquely powerful about sharpening your ability to think numerically without external support. Like optimizing code for runtime efficiency, refining your mental math streamlines your internal thought processes and reduces your cognitive load. This article is based on a short guide I wrote called Multiplying and Dividing Fast - Essential Tactics to Speed Up Mental Calculations with Whole Numbers, the second in a three-part series I began in 2018. The project started as a personal challenge: to improve how I processed numbers mentally. I wanted to go beyond fuzzy estimations and reclaim the skill of clear, structured calculation — the kin…  ( 7 min )
    Creating Modal Windows with Pure CSS: No JavaScript Required
    Wait, you can build modal windows without JavaScript? Yep, that's CSS secretly laughing at JavaScript behind its back. At Lingo.dev, we love diving into weird engineering rabbit holes that make other devs do a double-take. Most developers wouldn't even think twice before reaching for a JavaScript library when they need a modal. But what if I told you there's this bizarre, oddball alternative hiding in plain sight? Pure CSS can pull off some surprisingly sneaky tricks that'll make you question everything you thought you knew about frontend development. In this tutorial, we'll explore how to create fully functional modal windows using nothing but HTML and CSS. You can use it for fun, or in production. We'll be pushing CSS to do things it probably wasn't designed for, and that's exactly what …  ( 9 min )
    gem oauth2 v2.0.10 released
    Photo (cropped) by Domino Studio on Unsplash I've just released oauth2 v2.0.10. It's a big release with many new features, and many bug fixes. But I'll save all that for later... Right now I want to talk about Upgrading. I know it is scary to upgrade something that will break horribly if it goes wrong. It's likely user facing. It may be hard to test outside production. This project sits underneath a large portion of the authorization systems on the internet. According to GitHub's project tracking, which I believe only reports on public projects, 100,000+ projects, and 500+ packages depend on this project. That is a lot of things to upgrade. That means it is painful for the Ruby community when this gem forces updates to its runtime dependencies. As a result, great care, and a lot of …  ( 5 min )
    Unveiling IBM Public License 1.0-rv: A Comprehensive Deep Dive into Open Source Fairness and Blockchain Implications
    Abstract This post delivers a comprehensive exploration of the IBM Public License 1.0-rv. We discuss its background, core legal principles, and developer-oriented compensation measures while comparing it with other popular open source licenses like MIT, GNU GPL, and Apache 2.0. In addition, we delve into emerging blockchain integration and dual licensing aspects. The post also highlights practical examples and challenges developers face with licensing and funding. Finally, trends for future innovations in open source and fair code ecosystems are discussed, with references to key resources such as the OCTL Whitepaper and several dev.to posts. Open source licenses not only define how code is shared but also protect developers from exploitation while fuelling creativity. The IBM Public Lice…  ( 9 min )
    🚀 Seamless Data Magic: From Notion to Database with MCP Server & AI Agents
    🎯 The Goal Build a seamless bridge between non-engineering contributors managing data in Notion and engineers who need that data formatted for database insertion. Values like "Japan" or "Tokyo" don't match the foreign keys in different tables. Notion: Used as the collaborative data entry platform for non-engineers. MCP Server: Bridges Notion and external tools, enabling structured data retrieval via API. Cursor Agent: An AI-powered agent that automates data transformation, semantic inference, and prompt execution. TypeScript: Ensures type safety and robust data handling throughout the automation scripts. 🚀 Let's ask Cursor Agent to infer the semantic data to be the foreign keys in one prompt! Non-engineers created and updated event entries directly in Notion—no devs required. To extra…  ( 5 min )
    Building beyond the ISO 32000 PDF standard
    The Portable Document Format (PDF), formalized as ISO 32000, has been the global workhorse for digital documents since the 1990s. It was a revolutionary answer to the chaos of inconsistent document rendering across platforms, ensuring that every reader would see the same layout, regardless of software or hardware. From government agencies and hospitals to enterprise back offices and freelance contracts, PDF has become a trusted container of visual fidelity and permanence. But here’s the challenge: the modern digital world doesn’t run on permanence alone. It runs on interactivity, data-driven workflows, responsive design, and seamless integration. The needs of today’s businesses and developers are no longer just about how a document looks—but how it behaves, how it connects, and how fast it…  ( 7 min )
    Did AI just kill 6,000 tech jobs?
    I got this letter from Mosh Hamedani and I just wanted to share it here in case anyone hasn't read it yet. You’ve probably seen the news: Microsoft just laid off 6,000 people. And right away, the internet did what it always does: freaked out. “AI is replacing developers!” But let’s slow down for a second. First off, Big tech layoffs aren’t new. In fact, they’ve been happening for years, long before anyone was worried about ChatGPT. Here are a few examples from the past: 2014: Microsoft laid off 18,000 people after acquiring Nokia 2015: HP cut 30,000 jobs during restructuring 2016: Intel laid off 12,000 employees to shift toward data centers IBM, Yahoo, and others have done the same, multiple times These things happen, not because developers are being replaced by AI, but because companies s…  ( 3 min )
    Unveiling the HSQLDB License: Comprehensive Insights into Fair Code, Open Source, and Dual Licensing
    Abstract This post delves deep into the HSQLDB License, a unique open source and fair code license crafted to balance developer fairness and broad code access. We explore its origins, core concepts, applications, challenges, and future trends. With detailed comparisons to other popular licenses, practical examples, and technical insights into dual licensing and blockchain integration, this article serves as a holistic guide for developers, legal experts, and project founders. Key related keywords include open source, fair code licenses, dual licensing, developer compensation, blockchain integration, and software sustainability. In today’s evolving software development ecosystem, licensing models are more than legal frameworks—they define community collaboration, developer compensation, a…  ( 8 min )
    ref va out kalit so‘zlari C# tilida – Farqi nimada?
    Agar siz C# dasturlash tilida ishlayotgan bo‘lsangiz, ref va out kalit so‘zlariga duch kelgan bo‘lishingiz mumkin. Ular ikkalasi ham o‘zgaruvchini qiymat emas, balki havola (reference) orqali uzatish uchun ishlatiladi. Ammo ularning orasida jiddiy farqlar bor, va bu farqlarni tushunish dasturchi sifatida siz uchun muhim. Ushbu maqolada siz quyidagilarni bilib olasiz: ref nima? out nima? 1. ref nima? ref yordamida o‘zgaruvchini metodga havola orqali uzatamiz, ya’ni metod ichida qiymatini o‘zgartirsak, u tashqarida ham o‘zgaradi. Muhim shart — bu o‘zgaruvchi avvaldan qiymatga ega bo‘lishi kerak. ✅ Misol: void DoubleValue(ref int number) { number *= 2; } int x = 10; DoubleValue(ref x); Console.WriteLine(x); // Output: 20 Bu yerda a ning qiymati metod ichida o‘zgartirildi va natijada u 2…  ( 3 min )
    The thing I've been thinking about is the relationship between technology and power. Since technology is a raw expression of power, those in the room able to wield that power have a responsibility to do good in this world, given there will be bad actors.
    A post by AndyRosenberg  ( 3 min )
    Unveiling Haiku License: A Comprehensive Exploration and Review
    Abstract This post provides an in‐depth analysis of the Haiku License, a modern open source and fair code licensing model designed to protect developers while fostering innovation. We examine its background, core concepts, applications, challenges, and future outlook. By comparing the Haiku License with other licensing models such as the MIT, Apache 2.0, GNU GPL, and emerging alternatives like the Open Compensation Token License (OCTL), this article offers technical insights and practical examples. We also include SEO-optimized content with relevant links, tables, and bullet lists to ensure the post is accessible to both search engines and human readers. The ever-evolving software development ecosystem demands licenses that balance creative freedom with fair compensation. The Haiku Licen…  ( 8 min )
    How AI and Python Helped Modernize a Legacy Insurance System
    Modernizing a legacy platform is never easy – especially in industries like insurance, where decades-old systems and processes are deeply ingrained. In this post, I’ll share how our development team tackled a real-world challenge at an insurance company by injecting some AI, APIs, and Python-powered automation into a claims handling workflow. We’ll walk through the problem we faced, our solution architecture, some code snippets illustrating key pieces (yes, actual Python code!), and the lessons we learned along the way. By the end, you’ll see how even a monolithic legacy system can be augmented with modern tech – and hopefully be inspired to try something similar in your own projects. The Legacy Challenge Our starting point was a painfully manual claims process. When customers submitted …  ( 11 min )
    Java EE Servidores Antigos e Aplicações Legadas
    Introdução Em um cenário onde a transformação digital dita o ritmo da competitividade empresarial, muitas organizações ainda dependem de aplicações legadas desenvolvidas em Java. Essas aplicações frequentemente operam em servidores de aplicação antigos, configurados há décadas e mantidos com altos custos e riscos operacionais. Este artigo explora os principais tipos de servidores utilizados para hospedar sistemas legados Java, os desafios envolvidos em sua manutenção e estratégias recomendadas para sua modernização. Java dominou o mercado corporativo por décadas com sua robustez, portabilidade e grande ecossistema. Durante os anos 2000, aplicações foram massivamente desenvolvidas com Java EE (Enterprise Edition) anteriormente conhecido como J2EE utilizando servidores de aplicação para su…  ( 4 min )
    Request for Tips on Enhancing Website Visual Effects
    I'm currently working on a website and looking to improve its visual effects.  ( 2 min )
    CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition
    CARAT Intro Related works aggregation-based: concatenation Proposed method Experiment 感想 上がった数値は一部であり,非常にインクリメンタルな印象に思えた 手法自体のアイデアは面白いと思った.  ( 2 min )
    24 Thinking Models Can Be Used For Problem Solving (both for humans and AI agents)
    I made a research about this thinking methods to change the way my AI Agents thinking but it can be useful for others. Copy/paste this to any LLM and see how they fix problems ✨ 1. Eisenhower Matrix Category: DECISION MAKING (Prioritization) Core Idea: Named after U.S. President Dwight D. Eisenhower, this framework helps you prioritize tasks by categorizing them based on their urgency and importance. The goal is to shift focus from merely "busy" activities to truly productive and impactful ones. How it Works (The Quadrants): Important and Urgent (Do it): These are critical tasks that demand immediate attention. They often have significant consequences if not addressed promptly. Think crises, pressing deadlines, and major problems. Action: Tackle these tasks yourself, as soon as po…  ( 54 min )
    How I Deployed WordPress on an Azure VM with Nginx and PHP – With a Custom Welcome Page
    In this guide, I’ll walk you through how I set up WordPress on an Ubuntu server on Azure using Nginx and added a custom welcome page to make the site more personal. I installed the core components needed to serve WordPress: sudo apt update sudo apt install nginx php php-mysql mysql-server -y I downloaded WordPress and extracted it into /var/www/html: wget https://wordpress.org/latest.tar.gz tar -xvzf latest.tar.gz sudo mv wordpress/* /var/www/html/ I edited the Nginx default configuration to support PHP and WordPress: sudo nano /etc/nginx/sites-available/default I made sure to set the index directive like this: index index.html index.htm index.php; This ensures my custom index.html is shown before WordPress’s index.php Inside /var/www/html/, I created an index.html file: Welcome Welcome to Folashade's Core Dev Test! This is a personal test environment where WordPress is installed. Login to WordPress To apply the changes: sudo systemctl restart nginx Then I go to http:// , I see a clean, welcoming landing page. Clicking the link takes me to the full WordPress setup. This setup gives me a simple branded homepage while keeping full access to WordPress in the background.  ( 3 min )
    AlphaEvolve vs Codex Agent
    Introduction This report aims to analyze the latest developments in the field of AI coding agents, with a particular focus on Google DeepMind's AlphaEvolve and OpenAI's Codex, two cutting-edge products. As AI applications in software engineering continue to deepen, coding agents are gradually changing how developers work, with the CEOs of Google and Microsoft claiming that approximately 30% of their companies' code is now generated by AI. This report will explore in detail the technical characteristics, application scenarios, market positioning, and potential impact of these two products in the AI coding agent ecosystem. AlphaEvolve is an evolutionary coding agent powered by Gemini models, focused on general-purpose algorithm discovery and optimization. It combines the creative problem-…  ( 6 min )
    Formal Verification and Why I Fell in Love With It
    I’m currently in my final year as a student, and I recently found myself drawn into something I never expected to enjoy: formal verification. I want to share a little story about how I got here, what I’ve been learning, and why I believe formal verification might be one of the most exciting and valuable skills in the world of smart contracts and blockchain. At first, formal methods felt intimidating. I come from a non-mathematical background, and the idea of writing "proofs" with symbols and logic felt way out of my league. But I was curious. I started asking myself: how do we really know a smart contract does exactly what it’s supposed to do? This question led me to the world of formal verification. a field where we use math and logic to prove that a piece of code behaves correctly in all…  ( 3 min )
    Frontend'in Geleceği: Web Bileşenleri
    Web geliştirme dünyası, özellikle frontend geliştirme, son yıllarda muazzam bir evrim geçirdi. Artan kullanıcı beklentileri ve web teknolojilerindeki gelişmeler, frontend geliştiricilerin modern web uygulamaları oluşturmak için yeni yaklaşımlar benimsemelerini gerektiriyor. Web bileşenleri, bu evrimde kritik bir rol oynuyor ve geleceğin web uygulamalarının yapı taşları olarak görülüyor. Web bileşenleri, yeniden kullanılabilir ve özelleştirilebilir kullanıcı arayüzü parçalarıdır. Modern web geliştirme için güçlü ve modüler bir paradigma sunarlar. Geliştiriciler, karmaşık kullanıcı arayüzlerini basit ve yönetilebilir bileşenlere bölerek daha sürdürülebilir ve ölçeklenebilir kod üretebilirler. Web bileşenleri, web uygulamalarına yalınlık, modülerlik ve yeniden kullanılabilirliğin yanı sıra gü…  ( 4 min )
    Day 6/200 (Full stack)
    Today's progress: 1.Portfolio website. -These all are my first website. so, ya its not perfect but its better than nothings. -Everything uploaded to GitHub. Will start CSS soon.  ( 2 min )
    记一次成功的nginx部署vue
    跟上时代,用宝塔第一次部署vue项目。 打开宝塔,点击【网站】,点击【添加站点】,选择【传统网站】,输入域名,根目录下会自动追加域名对应的目录,点击确定创建 点击【软件商店】安装nginx,如果没有的话,点击软件名称nginx,选择【配置文件】,编辑配置文件,贴一下全部,供参考(启用了ssl证书的写法) user www www; worker_processes auto; error_log /www/wwwlogs/nginx_error.log crit; pid /www/server/nginx/logs/nginx.pid; worker_rlimit_nofile 51200; stream { log_format tcp_format '$time_local|$remote_addr|$protocol|$status|$bytes_sent|$bytes_received|$session_time|$upstream_addr|$upstream_bytes_sent|$upstream_bytes_received|$upstream_connect_time'; access_log /www/wwwlogs/tcp-access.log tcp_format; error_log /www/wwwlogs/tcp-error.log; include /www/server/panel/vhost/nginx/tcp/*.conf; } events { use epoll; worker_connections 51200; multi_accept on; } http { inc…  ( 3 min )
  • Open

    MG Malaysia Launching The S5 EV Next Week At Mid Valley
    MG Malaysia has announced the launch of the MG S5 EV, which first appearance at the recent Malaysia Autoshow (MAS 2025), on its social media platforms. The automaker also announced the estimated starting price to be around RM115,000. The MG S5 comes in two variants: Com and Lux. In terms of design, both variants feature […] The post MG Malaysia Launching The S5 EV Next Week At Mid Valley appeared first on Lowyat.NET.  ( 16 min )
    Acer Announces New Predator Triton 14 AI Gaming Laptops
    Acer announced two new Predator laptops ahead of next week’s Computex 2025. These two laptops are the Triton 14 AI and Helios Neo 14 AI. Specs-wise, the Predator Triton 14 AI houses an Intel Lunar Lake CPU and more specifically, a Core Ultra 9 288V, which comes with up to 32GB LPDDR5X-8533 RAM, up to […] The post Acer Announces New Predator Triton 14 AI Gaming Laptops appeared first on Lowyat.NET.  ( 16 min )
    Acer Introduces Swift Edge 14 AI And New Swift Go Series Laptops
    Alongside announcing new Swift X series models, Acer has also announced new updates to its Swift lineup of Copilot+ PCs, including the Swift Edge 14 AI and the Swift Go 16 and Go 14 AI. These new laptops are now equipped with the latest Intel Core Ultra 200V Series processors, integrated Neural Processing Units (NPUs), […] The post Acer Introduces Swift Edge 14 AI And New Swift Go Series Laptops appeared first on Lowyat.NET.  ( 19 min )
    Acer Unveils Iconia V12, V11 Tablets
    Acer has announced two new Android-based tablets designed for a wide range of users, including students, family members, and budget-conscious consumers. The pair are from the brand’s Iconia lineup, and are named the Iconia V12 and Iconia V11. To start off, the Iconia V12 features an 11.97-inch 2000×1200 display with 2K resolution and a refresh […] The post Acer Unveils Iconia V12, V11 Tablets appeared first on Lowyat.NET.  ( 17 min )
    Acer Announces Swift X 14 Duo With NVIDIA GeForce RTX 5070
    Ahead of Computex 2025, Acer has made a pretty substantial list of announcements. Among them are the Swift X 14 which runs Intel Core Ultra processors, and the Swift X 14 AI, which run AMD Ryzen AI processors instead. Despite the name differences, their CPUs are the only major difference between the two, and are […] The post Acer Announces Swift X 14 Duo With NVIDIA GeForce RTX 5070 appeared first on Lowyat.NET.  ( 17 min )
    OPPO A5 5G To Hit The Shelves At RM1,099
    OPPO has announced the local arrival of the A5 5G, the vanilla counterpart to the A5 Pro series released a couple of months back. However, while it is already available in Malaysia, you will not be able to buy it just yet, which we will get into in a bit. First off, here are the […] The post OPPO A5 5G To Hit The Shelves At RM1,099 appeared first on Lowyat.NET.  ( 15 min )
  • Open

    Everstake defends non-custodial staking as SEC weighs industry input
    The US Securities and Exchange Commission (SEC) has held discussions with Everstake, one of the largest non-custodial staking providers globally, to explore clearer regulatory definitions around staking in blockchain networks. The meeting, which also involved the SEC’s Crypto Task Force, comes at a time when over $193 billion in digital assets are staked across major proof-of-stake (PoS) networks. However, despite the massive scale of participation, staking remains in a legal gray zone in the US as regulators wrestle with its classification under existing securities law. The previous SEC administration also took enforcement actions against major players such as Kraken, Coinbase, and Consensys due to their staking services. The agency, under pro-crypto President Donald Trump, has recently d…
    New Zealand man arrested in $265M crypto scam tied to FBI probe
    A man from Wellington, the capital city of New Zealand, has been arrested in connection with an FBI-led investigation into a global cryptocurrency fraud operation that allegedly stole $450 million New Zealand dollars ($265 million). According to New Zealand Police, the man is one of 13 individuals charged after authorities executed search warrants across Auckland, Wellington, and California over the past three days. The charges stem from allegations that members of an organized criminal group manipulated seven victims to obtain large amounts of cryptocurrency, which was then laundered through multiple platforms between March and August 2024. The US Department of Justice has indicted the man under federal law, including charges of racketeering, conspiracy to commit wire fraud, and conspirac…
    Panama City mayor teases Bitcoin reserve after meeting El Salvador's Bitcoin leaders
    Panama City Mayor Mayer Mizrachi has hinted at establishing a city-level Bitcoin reserve in a cryptic post following his meeting with two of El Salvador’s Bitcoin policy leaders. “Bitcoin Reserve,” Mizrachi wrote to X on May 16 after meeting El Salvador-based Bitcoiners Max Keiser and Stacy Herbert. While Mizrachi didn’t share details about his discussions with Keiser and Herbert, the timing of the post came 11 days before the Bitcoin 2025 conference in Las Vegas, where Mizrachi is scheduled to speak. Source: Mayer Mizrachi The creation of a Bitcoin reserve in Panama City would follow a recently approved measure permitting the use of crypto for public payments, including taxes, fines and municipal fees. Bitcoin (BTC), Ether (ETH), Tether (USDT) and USDC (USDC) will be accepted once the cry…
    Paraguay deports three undocumented immigrants after crypto mining theft attempt
    Paraguayan law enforcement has deported three individuals and arrested another for attempting to steal crypto miners at a facility near the country’s Itaipu hydroelectric dam. According to a May 15 statement from Paraguayan prosecutor Irene Rolón, the men were caught by police soon after breaking into a locked section of Teratech SA’s facility in Coronel Bogado, leading to their arrest. Prosecutors believe the men may have had ties to Teratech as independent contractors, but are still waiting on official confirmation from the company’s CEO. The three deported were Chinese nationals Jinping Duan, Tian Jianyun and Zheng Guanglong, who did not have official entry records into the country. Paraguayan authorities and Interpol believe the men illegally entered through Brazil or Bolivia. The thre…
    Bitcoin bull flag and standard profit taking hint at eventual rally to new BTC price highs
    Key takeaways: Traders expect a Bitcoin price pullback to $90,000, but a bull flag could break out to new highs if profit taking near the range highs reduces. On-chain data suggests the current profit taking is too weak to extinguish Bitcoin’s current price momentum. Bitcoin (BTC) price has spent the bulk of the week pinned below $104,000 to $105,000, which many analysts have labelled as a resistance zone, but an alternative view suggests that BTC is simply consolidating within a bull flag. A bull flag is a continuation pattern that is characterized by a period of sideways price action following a sharp uptrend, and when the structure confirms or breaks from the trendline resistance, the uptrend continues.  BTC/USDT 1-day chart. Source: TRDR.io While the range-bound trading portion …
    French crypto entrepreneurs to receive extra security amid recent kidnappings: Report
    Crypto entrepreneurs and their families in France will receive enhanced security measures amid a recent rise in crypto-related kidnappings in the country, Politico reported. According to the May 16 report, the measures include priority access to police emergency lines, home security assessments, and safety briefings from French law enforcement to ensure best practices are being followed. France’s Interior Minister Bruno Retailleau introduced the security measures as part of a broader effort to counter the recent wave of attacks. "These repeated kidnappings of professionals in the crypto sector will be fought with specific tools, both immediate and short-term, to prevent, dissuade and hinder in order to protect the industry.” Law enforcement officers will also undergo "anti-crypto asset lau…
  • Open

    Movement Labs and Mantra Scandal Are Shaking up Crypto Market-Making
    Forced liquidations, hidden contracts, and backchannel deals are prompting a rethink in how liquidity is structured — and who gets trusted.  ( 25 min )
    ETH, DOGE, XRP Down 3% as Moody’s Downgrades U.S. Credit Rating
    Crypto markets slipped alongside stocks after Moody’s cut the U.S. sovereign credit score to Aa1, triggering risk-off sentiment and fresh concerns over government debt and macro stability.  ( 24 min )
    Undervalued Ether Catching Eye of ETF Buyers as Rally Inbound: CryptoQuant
    ETH's rally is fueling investor expectations for a new 'Alt season', according to a recent CryptoQuant report.  ( 23 min )
  • Open

    A Critical Look at "A Critical Look at MCP."
    Comments  ( 6 min )
    Identifying almost any x86 CPU (2004)
    Comments
    Implementing a RISC-V Hypervisor
    Comments  ( 11 min )
    Catalog of Novel Operating Systems
    Comments  ( 11 min )
    Publisher: The Malloy Semantic Model Server
    Comments  ( 21 min )
    JavaScript's New Superpower: Explicit Resource Management
    Comments  ( 4 min )
    Show HN: Fahmatrix – A Lightweight, Pandas-Like DataFrame Library for Java
    Comments  ( 8 min )
    A Linux kernel developer plays with Home Assistant: general impressions
    Comments  ( 31 min )
    Behind Silicon Valley and the GOP’s campaign to ban state AI laws
    Comments  ( 38 min )
    Postman for MCP
    Comments  ( 1 min )
    XTool – Cross-platform Xcode replacement
    Comments  ( 7 min )
    Wow@Home – Network of Amateur Radio Telescopes
    Comments  ( 13 min )
    Show HN: Kokoro TTS – Free Text to Speech Converter with Multilingual AI Voices
    Comments  ( 3 min )
    A Linux kernel developer plays with Home Assistant: case studies
    Comments  ( 11 min )
    Show HN: Roast My Dish – AI roasts your food photos with brutal honesty
    Comments  ( 1 min )
    Show HN: Merliot – plugging physical devices into LLMs
    Comments  ( 12 min )
    WebGL Gray-Scott Explorer (2012)
    Comments  ( 6 min )
  • Open

    Google’s AlphaEvolve: The AI agent that reclaimed 0.7% of Google’s compute – and how to copy it
    Google's AlphaEvolve is the epitome of a best-practice AI agent orchestration. It offers a lesson in production-grade agent engineering. Discover its architecture & essential takeaways for your enterprise AI strategy.  ( 10 min )

  • Open

    The Collapse of GPT
    Comments  ( 11 min )
    They Were Identical 'Twinnies' Who Charmed Orwell, Camus and More
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    Moody's strips US of top-notch triple-A credit rating
    Comments  ( 7 min )
    Show HN: Solidis – Tiny TS Redis client, no deps, for serverless
    Comments  ( 28 min )
    Getting AI to write good SQL: Text-to-SQL techniques explained
    Comments  ( 18 min )
    Methodical Banality
    Comments  ( 36 min )
    ClojureScript forks Google Closure to guarantee backward compatibility
    Comments  ( 2 min )
    Show HN: KVSplit – Run 2-3× longer contexts on Apple Silicon
    Comments  ( 23 min )
    Thoughts on Thinking
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    You Don't Have a Right to a Bank Account
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    The Magic Hours: The Films and Hidden Life of Terrence Malick
    Comments  ( 32 min )
    Stax Museum Bob Abrahamian Collection
    Comments  ( 8 min )
    New 'Superdiffusion' Proof Probes the Mysterious Math of Turbulence
    Comments  ( 13 min )
    Foundry (YC F24) Is Hiring – Founding Engineer (ML × SWE)
    Comments  ( 4 min )
    Show HN: Workflow Use – Deterministic, self-healing browser automation (RPA 2.0)
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    X X^t can be faster
    Comments  ( 2 min )
    Show HN: Rv, a Package Manager for R
    Comments  ( 8 min )
    Assuring an Accurate Research Record
    Comments  ( 6 min )
    I'm Peter Roberts, immigration attorney, who does work for YC and startups. AMA
    Comments  ( 1 min )
    A Research Preview of Codex
    Comments
    Show HN: Visual flow-based programming for Erlang, inspired by Node-RED
    Comments  ( 24 min )
    The fastest Postgres inserts
    Comments  ( 8 min )
    Ed Smylie, Who Saved the Apollo 13 Crew with Duct Tape, Dies at 95
    Comments
    Evolution of Rust Compiler Errors
    Comments  ( 2 min )
    Explaining British Naval Dominance During the Age of Sail
    Comments
    Java at 30: The Genius Behind the Code That Changed Tech
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    Show HN: SQL-tString a t-string SQL builder in Python
    Comments  ( 6 min )
    Sci-Hub Sci-Net
    Comments  ( 3 min )
    The Mortality Impacts of Usaid Cuts
    Comments
    A $130M company faked trials instead of running our free OSS
    Comments  ( 5 min )
    Dalus (YC W25) is hiring a founding engineer for hardware system design software
    Comments  ( 5 min )
    Grok's white genocide fixation caused by 'unauthorized modification'
    Comments  ( 22 min )
    Prompts for our Grok chat assistant and grok bot on X
    Comments  ( 4 min )
    The Problem with Teens Isn't Smartphones–It's Their Families
    Comments
    Ollama violating llama.cpp license for over a year
    Comments  ( 6 min )
    Jetrelay: A high-performance ATproto relay in 500 LOC
    Comments  ( 16 min )
    After months of coding with LLMs, I'm going back to using my brain
    Comments  ( 6 min )
    Apple Blocks Fortnite's Return to iOS App Store, Epic Claims
    Comments  ( 9 min )
    You're Right You Are Working Longer and Attending More Meetings (2020)
    Comments  ( 19 min )
    Leeks and Leaks – Daniel.haxx.se
    Comments  ( 5 min )
    The first year of free-threaded Python
    Comments  ( 45 min )
    Compressed music might be harmful to the ears
    Comments  ( 14 min )
    Letsencrypt will kill SMTP server auth following Chrome CA policy change
    Comments
    Beyond Text: On-Demand UI Generation for Better Conversational Experiences
    Comments  ( 9 min )
    You're misunderstanding DDD in Angular (and Front end)
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    Coinbase 8K SEC filing for breach
    Comments
    Wasmer (YC S19) Is Hiring a Rust Compiler Engineer
    Comments  ( 5 min )
    BuyMeACoffee silently dropped support for many countries, and nobody cares
    Comments  ( 7 min )
    The Awful German Language
    Comments  ( 25 min )
    "Goodwill", key member of the SoCal Python Community has passed away
    Comments  ( 13 min )
    Meta Battles an 'Epidemic of Scams' as Criminals Flood Instagram and Facebook
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    Cracked - method chaining/CSS-style selector web audio library
    Comments  ( 6 min )
    Ollama's new engine for multimodal models
    Comments  ( 6 min )
    I was a Theranos whistleblower. Here's what I think Elizabeth Holmes is up to
    Comments  ( 15 min )
    How and Why to Disappear from the Attention Economy
    Comments
    Teal – A statically-typed dialect of Lua
    Comments  ( 4 min )
    Sitting for a long time shrinks your brain even if you exercise
    Comments
    NASA keeps ancient Voyager 1 spacecraft alive with Hail Mary thruster fix
    Comments  ( 6 min )
  • Open

    Why Filmmakers Should Attend Film Festivals: Networking, Exposure, and Beyond
    For filmmakers, attending film festivals is more than just a chance to watch movies—it’s an opportunity to grow their careers, connect with industry professionals, and gain valuable exposure. Whether you’re an independent filmmaker or part of a larger production team, film festivals offer a unique platform to showcase your work, learn from others, and build relationships that can shape your future in the industry. Here’s a closer look at the benefits of attending film festivals and why they’re worth the effort. One of the biggest advantages of attending film festivals is the chance to network with industry professionals. Filmmaking is a collaborative field, and building relationships is key to success. At film festivals, you’ll meet directors, producers, actors, distributors, and other cre…  ( 5 min )
    Start and Switch Syndrome
    Hi everybody. So I'd like to try something. If you're starting a project idea on GitHub, and you're alone and about to switch to something else too, or if you are hitting some roadblocks, let's have a chat, and I may contribute a bit, then the next week I'll be on something else again. I'm not looking to steal any ideas, I have enough on my own. Just looking to contribute a bit on random things. I'm not going to reveal my favorite programming languages, frameworks and tools here, because I'm interested in almost everything.  ( 3 min )
    Unveiling Eiffel Forum License 2: A Holistic Analysis and Future Perspectives
    Abstract: This post provides an in-depth exploration of the Eiffel Forum License 2 (EFL 2). We discuss its background, core concepts, key features, applications, and challenges, while comparing it with other popular open source licenses. Through practical examples, table comparisons, and bullet lists, we shed light on how EFL 2 navigates the balance between permissiveness and fairness. We also touch upon dual licensing possibilities and examine future trends in open source licensing and fair code practices. For more details, please refer to the Original Article. Open source software licensing is a vital part of modern software development. Among the many frameworks available for protecting intellectual property and ensuring fair treatment for developers, the Eiffel Forum License 2 (EFL 2)…  ( 9 min )
    AI in Animation
    The art of animation thrives on imagination: vibrant characters, intricate worlds, and compelling narratives that capture our hearts. Traditionally, animators have painstakingly brought these visions to life frame by frame. Today, an innovative collaborator enters the scene—not to replace the artist, but to empower them. Artificial intelligence (AI) joins forces with animators, reshaping how stories are crafted and enriching creative expression in unprecedented ways. This partnership heralds a moment of transition, filled with optimism yet tempered by caution. Yet ultimately, both animator and technology stand poised to explore possibilities once unimaginable, redefining the boundaries of storytelling itself. In animation, creativity often collides with monotony. Every dreamlike character …  ( 6 min )
    Why Every Student Should Build a Personal Website?
    In today's fast-moving digital world, students need more than just good grades to stand out. Whether you are studying engineering, IT, business, or any other subject, building a personal website can be one of the best decisions for your career and personal growth. It acts as your online resume, your portfolio, and your personal brand — all in one place. A personal website helps you become visible, professional, and confident in the competitive job market. Build Your Online Identity Even better, you can include blog posts about your learning journey, technical topics, or personal experiences to show your thinking process. Show Your Skills Beyond a CV If you are into marketing or content creation, your website is a great place to demonstrate your creativity and strategic thinking. Learn While You Build There are many easy platforms to build websites without coding. Try WordPress for content-focused sites or Wix for stylish portfolios. If you are learning programming, GitHub Pages can help you learn while building your site. Increase Your Visibility and Opportunities Search engines like Google also index personal websites, which means your site can show up in search results. That brings more visibility to your name, especially if you post regular updates or blogs. Start Simple and Improve It is your space, so let it grow with you. Final Thoughts Start today with a small step. You can always improve it with time, just like your skills. Make your digital mark now — because in the modern world, a personal website is not just a bonus. It is a smart investment in your future.  ( 4 min )
    Mastering React Advanced Hooks with TypeScript: Simulating a Dynamic Equation System
    In today’s React applications, advanced hooks like useContext, useReducer, and useLayoutEffect provide powerful tools to manage state, coordinate rendering, and share data efficiently—without introducing excessive boilerplate. In this article, we’ll implement these hooks in a real-world mathematical scenario: simulating a system of equations with shared coefficients and synchronized updates using React + TypeScript. We’ll create a dynamic environment with: Global equation context using useContext State transitions and actions using useReducer Layout synchronization using useLayoutEffect to ensure DOM alignment before render Hook Purpose useContext Share coefficients across components useReducer Manage complex state transitions like equation switching useLayoutEffect Ensure the…  ( 4 min )
    Unveiling the Cooperative Commons License: A Holistic Overview of Fair Code, Dual Licensing, and Future Trends
    Abstract: This blog post offers a comprehensive look into the Cooperative Commons License, a pioneering model in open source and fair code licensing. We begin with an overview of its historical context, core features, and benefits for developer compensation and community collaboration. Next, we discuss its applications and use cases across various industries, analyze the challenges and technical limitations associated with its adoption, and conclude with future outlooks and innovations in licensing models. Along the way, we compare it with traditional licenses such as MIT, GNU GPL, and Apache 2.0, and introduce concepts like dual licensing and blockchain integration that promise to redefine open source funding models. In today's dynamic software ecosystem, licenses play a crucial role in …  ( 8 min )
    What problems are you solving?
    Do all products need to inherently solve a problem? or problem adjacent? I mean really, how do people make money off of new software  ( 2 min )
    2025s Best AI Coding Tools: Real Cost, Geeky Value & Honest Comparison
    Missed Part 1? This piece builds on Beyond the Hype: What Truly Makes an AI a Great Coding Partner. Give it a skim so the inside jokes land. I'll wait. ☕ 1. Gemini AI Studio with Gemini 2.5 pro(1 M Token Context) 1.1. Gemini APIs 1.2. Other Google Goodies 2. GitHub Copilot (Free Tier) 1. GitHub Copilot Pro ~£8/mo 2. Cursor / Windsurf Microsoft Copilot (the general one): Gemini Chat (Advanced/Pro versions): ChatGPT (Plus) ⭐⭐⭐ Claude Desktop: The Reigning Champion (In My Book) Continue.dev: Roocode & Cline Aider: The CLI Powerhouse Trae (from ByteDance) Amazon Q Claude Code and OpenAI Codex CLI Tools GitHub Copilot CLI The “Pure Vibe” AI Tools: Shiny, Pricey, and Mostly for Non-Coders My main setup around these tools. The Big Comparison Table: AI Coding Tool Showdown TL;DR If our first art…  ( 24 min )
    The Importance of Real-World Experience for Engineering Students
    Engineering is more than formulas, projects, or classroom lectures. While academic learning builds a foundation, real-world experience shapes your mindset, communication, and decision-making abilities. From my own journey, I’ve seen how industrial training, leadership roles, and volunteering helped me grow far beyond the textbook. When you work in a real production environment, like a garment factory, you begin to understand how things actually work on the floor. Industrial training teaches you about time management, coordination, and how teams solve problems in real-time. You observe how small improvements in workflow or communication can bring large results. This kind of learning is something no classroom can fully teach. Leadership roles in university also help in developing essential soft skills. Organizing events, managing volunteers, and communicating under pressure make you more confident and responsible. It teaches you how to plan, lead, and adapt — which are valuable qualities in both academic and professional life. Volunteering adds another layer to your development. It allows you to give back to your community while also learning empathy, teamwork, and people skills. Volunteering shows that you are proactive and socially responsible, which employers and organizations appreciate. These experiences make your resume stronger, but more importantly, they shape your personality. They prepare you for interviews, teamwork, and real challenges in your career. You learn how to think practically, solve problems, and communicate your ideas clearly — all of which are essential in today’s job market. If you are an engineering student, try to step outside your comfort zone. Look for internships, attend workshops, join a leadership program, or take part in a volunteering activity. The real world is the best teacher, and the lessons you learn there will stay with you forever. Start early, stay curious, and take every opportunity to grow.  ( 3 min )
    make vs new in Go: Differences and Best Practices
    Go language provides two commonly used ways to allocate memory: make and new. Although both are used for memory allocation, their roles and usage scenarios are quite different. Understanding the differences between these two is crucial for writing efficient and maintainable Go code. This article will thoroughly analyze the differences between make and new, their suitable scenarios, and offer some usage tips. make and new new: Creates Zero Value of Pointer Types new is a keyword in Go used for memory allocation. Its function is to allocate a block of memory for a type and return a pointer to that memory. The memory allocated by new is initialized to the zero value of the type. Example: Using new package main import "fmt" func main() { var p *int = new(int) fmt.Println…  ( 6 min )
    A Guide to Surviving Engineering (For All Students)
    Engineering is a challenging and rewarding journey. Whether you're just starting your first semester or in the middle of your degree, it’s normal to feel overwhelmed at times. Between complex subjects, tight deadlines, labs, projects, and exams, surviving engineering requires more than just academic knowledge — it takes smart planning, consistency, and the right mindset. Based on the experiences of many engineering students, here is a complete guide that can help you survive and even enjoy your engineering life. 1. Understand, Don’t Memorize 2. Use a Study Plan 3. Don’t Skip Classes 4. Ask for Help 5. Practice, Practice, Practice 6. Take Breaks and Stay Healthy 7. Get Involved in Activities 8. Learn to Use Software and Tools 9. Build a Support System 10. Accept the Ups and Downs Final Thoughts Engineering is not easy, but it is worth it. You are not just earning a degree — you are learning how to think critically, solve real problems, and grow as a person. Take one step at a time, stay consistent, and don’t forget to enjoy the journey. Years from now, In Sha Allah you'll look back and feel proud of how far you've come.  ( 4 min )
    Promise.all(): The Case of the Missing Tuna
    Scene: Catland Central Police Station Detective Oreo is sipping catnip tea when suddenly—an emergency call comes in: “THE TUNA IS MISSING FROM THE FRIDGE!” Oreo slams down his tea. “Not on my watch.” To solve the case, he must gather three critical clues from different sources: Pawprint Analysis Scent Trail Report Surveillance Footage Each report takes time, and they are all asynchronous. Promise.all) Here’s how it looks in code: // Simulated async clue fetchers function getPawprintAnalysis() { return new Promise(resolve => setTimeout(() => resolve("Pawprints match: Garfield"), 1000) ); } function getScentTrailReport() { return new Promise(resolve => setTimeout(() => resolve("Scent trail leads to the litter box"), 2000) ); } function getSurveillanceFootage() { retur…  ( 3 min )
    Code Less, Prompt Better: Unlocking Python's Built-in LLM Enhancers
    In the rapidly evolving landscape of Large Language Models (LLMs), effective prompt engineering has become a crucial skill. While much attention is given to the art of crafting effective prompts, less focus has been placed on how to efficiently manage these prompts programmatically. Python, with its rich set of built-in features, offers powerful tools to dynamically construct, optimize, and manage LLM prompts. 1. Using locals() for Dynamic Context Injection The Problem def generate_response(user_name, user_query, previous_context): prompt = f""" User name: {user_name} User query: {user_query} Previous context: {previous_context} Please respond to the user's query considering the context above. """ return call_llm_api(prompt) This works well for simple cases…  ( 7 min )
    [Boost]
    You can replace popular frameworks using these methods! 🔥 Anthony Max ・ May 16 #webdev #javascript #programming #opensource  ( 2 min )
    Testing Strategies for CI/CD: Balancing Speed, Depth, and Sanity 🧪
    Hey there, fellow developer! 👋 Let’s talk about something we all say we love but secretly dread: testing. You know the drill—you push code, cross your fingers, and pray the CI/CD pipeline doesn’t light up like a Christmas tree. But what if I told you testing doesn’t have to feel like a chore? In this guide, we’ll break down the three pillars of CI/CD testing—unit tests, E2E tests, and code coverage—and share practical strategies to make your pipelines faster, safer, and actually enjoyable. Let’s dive in! 1. Unit Tests: The First Line of Defense What they do: Test individual functions, classes, or modules in isolation. Why they matter: Catch bugs early, like checking each ingredient before baking a cake. Best Practices: Mock dependencies (databases, APIs) to keep tests fast an…  ( 4 min )
    Why we built Springtail: Scaling out Postgres shouldn’t mean starting over
    We didn’t set out to build a typical database. We built something that works with the Postgres you already use, scales when you need it, and doesn’t require throwing everything out just to keep growing. This is a golden age for databases. There’s distributed systems, cloud-native options, fully managed services, and battle-tested engines like Postgres that keep getting better every year. But despite all that progress, scaling your database is still surprisingly hard. Many teams still build applications with a single-node Postgres backend. It’s how a ton of apps start, and how they stay for as long as possible. And for good reason. Postgres is rock solid, well-loved, and everywhere. It’s mature, feature-rich, and backed by an incredibly active community. But fast forward a bit, and that sin…  ( 4 min )
    Understanding JavaScript's call, bind, and apply: From Oreo's Perspective
    Hello there! I'm Oreo, the black and white cat who spends most of his days lounging on my human's keyboard while they code. I've picked up quite a bit about JavaScript just by watching. Today, I want to explain those confusing call, bind, and apply methods that even my human struggles with sometimes. // That's me const oreo = { name: "Oreo", color: "black and white", favoriteSpot: "keyboard", meow: function(loudness, times) { for (let i = 0; i < times; i++) { console.log(`${this.name} says ${"m" + "e".repeat(loudness) + "ow"}!`); } } }; // My neighborhood cat friends const luna = { name: "Luna", color: "gray", favoriteSpot: "windowsill" }; const whiskers = { name: "Whiskers", color: "orange tabby", favoriteSpot: "couch" }; I've noticed that in JavaScr…  ( 4 min )
    8 important security changes from Android 8 to Android 15
    Yesterday, when I was at the bakery buying some snacks, I overheard a conversation between one attendant with another regarding her Android phone not downloading and installing the ChatGPT app. Curious about the subject, I decided to ask her more regarding her issue, and to talk about it. She explained her smartphone was an older model, using Android 8.0, aka Oreo, and that's probably why the chatgpt android app wasn't downloading and installing on it. We talked a while, and I pondered that while there are a lot of reasons for an app not to work on an older Android OS version, the most relevant of them are the security reasons. So I decided to list eight changes from Android 8.0 (Oreo) to Android 15 (Vanilla Ice Cream), the most impactful and relevant of each major version: Project Treble …  ( 10 min )
    Full Integration Guide: Camunda 8.5 with OpenTelemetry for End-to-End Observability
    Camunda 8.5 offers robust integration capabilities with OpenTelemetry, enabling comprehensive observability across your process automation workflows. This technical guide provides validated configuration and implementation details to successfully connect Camunda 8.5 with OpenTelemetry, ensuring proper collection of trace IDs and process execution details. Camunda 8 organizes its operational data in a structured hierarchy of indices, as shown in the Harmonized Indices schema diagram. This includes: Operate Indices: Store process execution data, incidents, and metrics Tasklist Indices: Maintain task-related information Identity Indices: Manage users, groups, and authorizations[1] This architecture forms the foundation for the telemetry data that will be exported through OpenTelemetry. Camund…  ( 5 min )
    Real-World Asset Tokenization: Introduction
    Hello, everybody! At Info-Polus, we see the opportunities RWA tokenization presents. Today, let's dive into it! The crypto bull market is not only driving up the large, established cryptocurrencies such as Bitcoin and Ethereum. Memecoins such as Dogecoin (DOGE), Pepe, and Shiba Inu, which have a lower market capitalization and are particularly volatile, have recently attracted great attention with impressive price rallies. By contrast, the increases in real world assets (RWA) have attracted less public attention - although many experts believe this crypto segment has excellent prospects… So what lies in RWA? As the name itself suggests, Real World Assets represent tangible and other assets existing in the “real world” (real estate, exchange-traded commodities, art objects) tokenized for use in the DeFi segment. The growing interest in tokenizing real-world assets stems from the promise of greater transparency, security, and global market reach. Let the numbers speak for themselves: the DeFi industry has boomed over the past few years, peaking at $181.22 billion in total value locked (TVL) on December 2, 2021. According to DefiLlama, RWA is steadily carving out its space in this ecosystem, with a TVL exceeding $8 billion in January 2025. Interested in what the future of RWA holds for us? Read more in our blog here!  ( 3 min )
    Smart In-Store Clothing Assistant – From Style Query to Shelf Location
    Ever walked into a clothing store and wished a smart system could just tell you what to wear based on your style, the occasion, and where to find it in the store? That was the idea that sparked this project. I wanted to explore how such a kiosk system might work — not only recommending clothing based on user queries but also guiding the customer to the shelf where it’s located. This document outlines the thought process and approach I followed while building this project. It covers the initial vision, the key problems I aimed to solve, the technologies I chose, and how I systematically broke the system down into modular components for development. It also includes the architectural decisions, design iterations, and how each part fits into the final integrated solution. It is an exploration…  ( 10 min )
    You can replace popular frameworks using these methods! 🔥
    TL;DR Of course, I realize that most major websites today are written in them, I'm just offering an alternative. Hello everyone! Today, so many sites use frameworks like Next.js, Nuxt.js and others that you can't help but think that this is hopelessness, but it's not! In this article, we will look at the main methods that you can use to create your web applications. Let's get started! Yes, probably the most trivial solution that comes to mind is to create just components, but without frameworks. Although it is trivial, it is quite effective. class MyComponent extends HTMLElement { connectedCallback() { this.innerHTML = `Hello World`; } } customElements.define('my-component', MyComponent); In native javascript, of course, there have long been solutions such as the …  ( 4 min )
    What I Learned from Lean Manufacturing Training!
    During my industrial training, I had the opportunity to explore Lean Manufacturing, a system designed to make production more efficient by eliminating waste and focusing on value creation. I learned about important tools like 5S, which stands for Sort, Set in order, Shine, Standardize, and Sustain. This method helps keep workspaces clean and organized, which is essential for safety and productivity. Another key concept I studied was Kaizen, which means continuous improvement. It emphasizes that small daily changes can lead to significant improvements over time. I also gained practical experience with Just-in-Time inventory management, which ensures materials arrive exactly when needed, reducing storage costs and avoiding overproduction. This training helped me connect the theoretical concepts learned in class with real-world production challenges. I realized that efficiency is not only about speed but also about smart use of resources and people. I saw how teamwork and communication play a vital role on the factory floor. Lean Manufacturing is not just a set of techniques; it is a culture of continuous problem solving and improvement. As an Industrial and Production Engineering graduate, I believe this mindset will guide me in all my future professional endeavors.  ( 3 min )
    TypeScript as a Template Engine
    I created a project that aims to provide code generation through TypeScript literals tags and syntax highlighting for your editor. It enhances codegen with strictly typed templates, thanks to Typescript. End of gotemplate, handlebars and every other error prone engine. It comes with 3 packages for now: The core library with available literals: https://jsr.io/@tmpl/core The cli to generate files from stdin or directories: https://jsr.io/@tmpl/gen The vscode extension to read templates without eye bleeding: https://github.com/90dy/typescript-template-engine Please give me feedback here or via GitHub issue to know what to improve. Thanks  ( 2 min )
    Ng-News 25/19: NgRx SignalStore Events, Nx 21
    Nx 21 introduces continuous tasks and a powerful terminal UI to better manage complex workflows in large monorepos. Meanwhile, NgRx 19.2 adds an experimental events extension to the SignalStore, combining scalability with a lightweight state management approach. Nx 21: Continuous Tasks & Terminal UI Nx, the popular alternative to the Angular CLI, was released in version 21. Nx offers a wide range of features, most of which are designed for managing large applications in monorepos. One of the highlights in Nx 21 is the introduction of continuous tasks. These are tasks like serving the app, running tests — both unit and E2E — that are now aware of each other. They understand their dependencies and will automatically re-run if an earlier task produces new output. And because ru…  ( 4 min )
    JavaScript Static vs Private: Explained by My Cat Oreo
    Oreo is a black and white male cat who spends his days judging my code from the comfort of my desk chair (which he has claimed as his throne). Like most cats, he believes he owns everything - a perfect metaphor for understanding JavaScript's various scoping mechanisms! Let's start with regular class variables and methods. Oreo's name and color are regular properties - anyone can access them. class Cat { constructor(name, color) { this.name = name; this.color = color; } meow() { console.log(`${this.name} says: Meow!`); } } const oreo = new Cat("Oreo", "Black & White"); oreo.meow(); // Oreo says: Meow! console.log(oreo.color); // Black & White - We can access and modify this property Static variables and methods belong to the class itself, not instances of the class. T…  ( 5 min )
    How I Built a Local AI Assistant for Obsidian — No Cloud, No API Keys
    Obsidian has become a go-to tool for developers, researchers, and writers who want to manage their knowledge in a flexible, local-first way. With Markdown-based storage, plugin extensibility, and full control over your data, it offers an ideal environment for serious note-taking and knowledge work. As large language models (LLMs) have rapidly improved, many of us have started integrating AI into our workflows — for summarization, idea expansion, information retrieval, or even querying our own notes. Tools like ChatGPT, Notion AI, or Obsidian GPT plugins offer these capabilities, but they often come with strings attached: You need an API key (usually OpenAI) Your notes are sent to a third-party cloud You have no control over how models behave Offline usage is unsupported or limited That was…  ( 8 min )
    A Practical Guide to Deploying Frontend Apps on Vercel Using GitHub Actions
    Deploying frontend applications quickly and reliably is essential for fast iteration and consistent user experience. While Vercel is known for its seamless integration with Git-based workflows, setting up a custom CI/CD pipeline using GitHub Actions gives you more control over how and when deployments are triggered. In this article, you'll learn how to deploy a frontend application to Vercel using GitHub Actions. This setup allows you to define your own deployment logic, automate builds, and push updates without relying on Vercel’s default Git integrations. We’ll walk through everything from cloning the project to configuring GitHub Actions to deploy changes automatically. By the end of this guide, you'll have a custom, production-ready CI/CD pipeline tailored to your frontend application'…  ( 9 min )
    Python Variables Explained for Beginners
    Hey folks, welcome! Welcome to the first article in my new series: Why Python? Unlike C, Python is widely used—and one big reason is libraries. Python comes with many built-in libraries, and you can import even more depending on what you need. Think of a library as a toolkit that helps you do things faster and easier. A Real-Life Example: Randomness Let’s say I’m playing a card game with friends. I never know which card I’ll get next—why? Because it’s shuffled. It’s random! In Python, we can use something similar: import random as rand Just like shuffling cards gives you unpredictable results, the random library in Python helps you generate random numbers or make random choices. In real life, randomness is unpredictable. Cool, right? That’s the magic of Python! Introduction to Variables Now let’s talk about variables. Imagine a kitchen shelf with jars: In programming, think of those jars as variables. Each jar (or variable) stores something inside it—just like a variable stores data. Syntax Example: Let’s say we name our jars like this in Python: jar1 = "Sugar" Now, if we want to see what’s inside, we can do: Easy, right? That’s a wrap! In the next article, we’ll look at types of variables and best practices for naming them. Happy coding! If you found this interesting or have suggestions, feel free to comment — I’d love your feedback!  ( 3 min )
    A Simple AWS-Powered Clinic Appointment System App Using Docker and SNS
    Deploying full-stack applications on AWS doesn’t have to be overwhelming. In this article, I’ll show how I built a basic Clinic Appointment Management System using Docker, FastAPI, and a few core AWS services. The app lets patients book appointments online, sends real-time notifications, and provides a secure way for admins to manage data - all in a lightweight and scalable setup. If you're looking to get hands-on experience with deploying microservices on AWS, this beginner-friendly project is a great place to start! This system enables: Patients to book appointments via a simple web UI. Real-time SMS/email notifications using AWS SNS. Admins to access the backend securely through OpenVPN. With its lightweight and modular setup, this architecture is well-suited for beginners and rapid pro…  ( 4 min )
    React + TypeScript: Using useEffect + useRef + Custom Props to Simulate a Math Function in Real-Time
    In modern React development, we strive for interactivity and precision in our components, especially when implementing behaviors that involve timing, dynamic rendering, and interaction tracking. In this article, we will dive into advanced React + TypeScript concepts using a real-world mathematical example: visualizing a quadratic function graphically with controlled updates using useEffect, useRef, and custom props. We’ll create a dynamic component that animates a parabola (y = ax² + bx + c) and allows the user to update coefficients in real time. The component will: Render points on a canvas dynamically using useRef. React to prop changes via useEffect. Maintain performance using stable references and controlled rendering. Hook/API Purpose useRef Access raw DOM nodes (canvas) use…  ( 4 min )
    2901. Longest Unequal Adjacent Groups Subsequence II
    2901. Longest Unequal Adjacent Groups Subsequence II Difficulty: Medium Topics: Array, String, Dynamic Programming You are given a string array words, and an array groups, both arrays having length n. The hamming distance between two strings of equal length is the number of positions at which the corresponding characters are different. You need to select the longest subsequence1 from an array of indices [0, 1, ..., n - 1], such that for the subsequence denoted as [i0, i1, ..., ik-1] having length k, the following holds: For adjacent indices in the subsequence, their corresponding groups are unequal, i.e., groups[ij] != groups[ij+1], for each j where 0 < j + 1 < k. words[ij] and words[ij+1] are equal in length, and the hamming distance between them is 1, where 0 < j + 1 < k, for all indices…  ( 26 min )
    Old Fashioned CSS Formatter – A Modern Successor to CSSComb
    It’s been a long time coming, but I’m thrilled to finally share a new developer tool that emerged from my constant need for better CSS property organisation: Old Fashioned CSS Formatter — a professional-grade Visual Studio Code extension designed to fill a very real and long-standing gap in modern front-end development. If you’ve ever used CSSComb in the past, you know how much it helped maintain order in stylesheets. However, a vacuum was left with the project, which is no longer maintained, and this new tool steps in. When CSSComb stopped receiving updates, it left a hole for many developers, including me. It had a simple job: sorting CSS properties meaningfully. But it did it well. With tools like Stylelint and Prettier becoming more prevalent, it seemed like no one focused anymore on …  ( 4 min )
    Old Fashioned CSS Formatter – A Modern Successor to CSSComb
    It’s been a long time coming, but I’m thrilled to finally share a new developer tool that emerged from my constant need for better CSS property organisation: Old Fashioned CSS Formatter — a professional-grade Visual Studio Code extension designed to fill a very real and long-standing gap in modern front-end development. If you’ve ever used CSSComb in the past, you know how much it helped maintain order in stylesheets. However, a vacuum was left with the project, which is no longer maintained, and this new tool steps in. When CSSComb stopped receiving updates, it left a hole for many developers, including me. It had a simple job: sorting CSS properties meaningfully. But it did it well. With tools like Stylelint and Prettier becoming more prevalent, it seemed like no one focused anymore on …  ( 4 min )
    Real-time, offline, voice conversations with custom chatbots
    I built this application in my spare time. Its pure python and is simple to set up. Project page here. Consider giving me a star if you like what you see. Thanks!  ( 2 min )
    Crafting Go Testing Module: Step 4 - Goldy and Must
    This is the fourth chapter in my blog series about building a Go Testing Module from scratch. If you’re new here, I recommend checking out the previous post for some context. In this post, I’m diving into two new packages I’ve created — goldy and must. These tools tackle problems you’ve probably faced in writing tests, making your test code cleaner, more readable, and a lot more enjoyable to work with. Let me walk you through how I built these packages to solve those familiar testing headaches. goldy Package You’ve likely faced the frustration of testing a function that generates a complex, multi-line string — like a JSON response or a formatted report. Hardcoding that string in your test code turns it into a cluttered mess that’s tough to read and even harder to maintain. I’ve been ther…  ( 6 min )
    Day 5 – “I Need Backup!”
    Understanding cp, mv, and man in RHEL 9 Like a Pro-in-Progress “This needs to be shared. Or saved. Or moved somewhere less... sketchy.” Enter today’s heroic trio: cp, mv, and man. First up, cp: The File Cloner Next, mv: The Digital Relocator Finally, man: The Command Whisperer Mini Mission Time! Why This Stuff Matters Think of cp as the clone machine from sci-fi movies, but less dramatic and way more useful. This command copies files or directories without changing the original. Boom. Instant duplicate. Just like Ctrl+C and Ctrl+V had a baby… but with a beard and Linux boots Why it’s useful: Backing up files Making test copies to break stuff safely Avoiding "oops-I-overwrote-my-only-copy" heartbreak mv moves files from one place to another. But here’s the twist: it’s also the renaming …  ( 4 min )
    The Future of Virtual Assistant Services: Trends and Predictions
    The rise of remote work, digital entrepreneurship, and AI-powered tools has brought virtual assistant services into the spotlight. No longer limited to basic admin tasks, virtual assistants are evolving into strategic partners for startups, small businesses, and even large enterprises. As technology advances and work culture shifts, the role of virtual assistants is undergoing a significant transformation. In this article, we’ll explore where the industry is heading, the trends driving this evolution, and what to expect in the coming years. The term virtual assistant services used to refer mainly to remote help with administrative duties — scheduling meetings, managing inboxes, and entering data. While these tasks still form the foundation of many VA roles, the landscape has changed drasti…  ( 5 min )
    Inductive Types in TypeScript
    This post demonstrates a TypeScript pattern I've been experimenting with for the last year or so. I've been calling this pattern "inductive type constraints", but perhaps a better name would be "smart constructors", since they have "correct by construction" semantics (here's a nice article about them). "Smart constructors" definitely sounds cooler, but "inductive types" are what they're called in other typed languages, so I went with that. Before we dig into how they work, here are a few examples of how they can be used to solve a few long-standing TypeScript issues: Exact "exact types" is the 2nd-most popular feature request of all time Exact ensures that a type does not have any extra properties (Playground) Json One of the oldest TypeScript issues (#187) (Playground) In the TypeSc…  ( 4 min )
    How to Transform Jupyter Notebook into a Maintainable AI Project
    A Python package named modinit that facilitates the rapid scaffolding of AI model training repositories with a standardized, best-practice structure. This tool is designed to save time and ensure consistency across machine learning projects. In machine learning and AI development, it's common to begin with Jupyter notebooks for experimentation and prototyping. However, as projects mature, there's a need to transition this code into a more structured, maintainable, and deployable format. This transition poses several challenges: Code Organization: Notebooks often contain a mix of data processing, model definition, training loops, and evaluation code, making it hard to modularize and reuse components. Version Control: Tracking changes in notebooks is less straightforward compared to plai…  ( 4 min )
    Hero Sections: A small visual study
    A 'Hero' is a large banner at the top of a website's home page. As it is the first thing a visitor sees when they enter a website, it's the one chance to make a first impression. This can be an image or a video. For our purposes, we'll only need an image. This image should be high-quality and meaningful. A purely decorative image won't do. It should convey the proposition of a fall festival in some capacity. The image shouldn't be too busy either. Negative space is necessary, as the purpose of the central graphic is to complement the other components of the section, not override them. The text block is where you capture interest. It consists of one or both of two parts: The headline delivers the core message in just a few words. Luckily, we already have a very fitting tagline: "Real Farm…  ( 4 min )
    Analyzing V8’s Hidden Classes for Performance Insights
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    “Calculus, Code, and the Quiet Art of Understanding Change”
    Calculus is often taught as a tool for solving problems, such as rates of change, areas under curves, and optimization. But what if it’s also a lens to understand how the world quietly evolves? In coding, every function, loop, and variable tells a story about change—about moving from one state to another, sometimes subtly, sometimes dramatically. The derivative isn’t just a slope; it’s a whisper about the next moment. The integral isn’t just an area; it’s the sum of all moments passed. As a developer and math lover, I find myself drawn to these silent narratives, where math and code meet philosophy. In this space, I’ll explore those intersections: How math powers AI models How quantum ideas challenge our intuitions How elegant code can be more than just efficient — it can be poetic. If you love thinking deeply about the things most take for granted, welcome aboard. Let’s decode change together!!  ( 3 min )
    Day 27 of Coding
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    Boosting Linux Kernel Security: Lockdown Mode, Self-Protection & Outsmarting Exploits
    Table of Contents Why Kernel Security Deserves Your Attention Lockdown Mode: Putting Up the “Do Not Disturb” Sign Kernel Self-Protection: The Built-In Bodyguards When Things Go Sideways: Real-World Exploits How to Stay a Step Ahead: Practical Hardening Tips Wrapping Up Let’s be real: the Linux kernel is the brain and nervous system of your machine. If someone cracks the kernel, they own your system-no matter how many firewalls or passwords you’ve got. Kernel exploits are the stuff of nightmares for sysadmins and security pros, but the good news is, Linux has some serious defences up its sleeve these days. Let’s break down what’s new, what’s working, and what you should actually do. Lockdown mode is like telling even the most privileged users, “Sorry, you’re not ge…  ( 4 min )
    Couchbase Weekly Updates - May 16, 2025
    What are you doing for vacation this year? 🧰 Couchbase on Google’s MCP Toolbox for Databases - MCP Toolbox for Databases has released a new version, v0.5.0, which includes official support for Couchbase! Grab it here >> 💳 Upgrading from Capella Free Tier to a Paid Account - So you’ve tried Free Tier and your app is scaling, or you have another workload with bigger demands. What next? This 4-step guide walks you through it. Upgrade >> 🤗 Migrate 300k+ Hugging Face Datasets into Couchbase - Migrating large, complex datasets from Hugging Face to Couchbase just got easier. Whether you prefer working from the command line or within your favorite IDE, our new Hugging Face to Couchbase migration toolkit—featuring the Couchbase VS Code Extension and the cbmigrate CLI —simplifies and streamlines the process. Start here >> ⛰ Couchbase at AWS Global Summits - This year we’ll be sharing the excitement and innovation of our partnership at 18 AWS Summits across the globe. Come visit our Couchbase booth to see for yourself how Couchbase Capella™ on AWS is helping developers build AI apps and agents faster with a unified data platform and automated workflows. Of course, we'll also be bringing the fun with our highly coveted Couchbase swag and raffles! Where we at? >> Follow us for future updates!  ( 3 min )
    NodeJs 24 : Key Features & Updates
    NodeJs team officially released NodeJs 24 with lots of performance improvements and achieve stability over experimental features. Read Article : NodeJs 24 Key Features & Updates  ( 2 min )
    Linux in Action: Mastering User Account Operations & Management
    Introduction Managing users in Linux extends far beyond creating or deleting accounts. It involves orchestrating access, protecting sensitive data, ensuring compliance, and optimizing overall system efficiency. Whether managing large-scale enterprise infrastructure, orchestrating users for containerized microservices, or automating compliance tasks in regulated industries, Linux provides powerful and flexible tools tailored to these complex demands. This article dives deeply into Linux user management, highlighting essential commands, critical system files, industry best practices, automation strategies, and effective integration with modern Identity and Access Management (IAM) solutions. Understanding User Types in Linux UID Allocation and Privileges Essential System Files [Quick …  ( 5 min )
    Help secure Express apps
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    Inside the UDP Protocol: Anatomy, Features, and "Non-Services"
    🔙 Previously: What is UDP? Understanding the "Unreliable" Transport Protocol If you’re just starting to learn about computer networks, you might find the term "UDP" a little confusing, especially when people describe it as "unreliable." Don’t worry, In this post, we’ll break things down simply so you can understand what’s happening behind the scenes when a message is sent using UDP. Think of a UDP packet like a shipping box. It contains two things: A very small label (header) – just 8 bytes long The actual content (data) – what you want to send The label has the following four items: Source Port (16 bits): Like the return address, it tells the receiver where the message came from. Destination Port (16 bits): Tells where the message should go - kind of like a delivery address. Len…  ( 5 min )
    I published a post "AI Tools That Will Help Your Everyday Need" on DEV #ai-tools #productivity #ai #chatgpt #automation
    A post by Emily Arya  ( 2 min )
    The Real Reason You’re Getting Rejected in Tech Interviews (It’s Not Your Skills)
    You’ve put in the late nights, the weekends, the debugging marathons. You’ve solved real problems, learned new tech, and stayed ahead of the curve. But when it comes to interviews? You feel stuck. You give answers you know are technically sound. You talk about the work you’ve done. You try to be clear and confident. And yet, the rejections keep coming. Sometimes you get ghosted. Sometimes you get told someone else was a “better fit.” But deep down, you know the truth: It’s not because you’re not good enough. It’s because your answers did not resonate with the answers interviewers were expecting. And that’s the part no one teaches you. How to explain your thinking? How do you tell the story behind your code without missing technical details? How do you show value without sounding like you’r…  ( 8 min )
    Como maximizar o uso da Inteligência Artificial com a engenharia de prompt
    A inteligência artificial tem se tornado uma aliada valiosa em diversas áreas dentro das empresas. Um dos fatores que pode determinar a eficácia dessa tecnologia é a qualidade dos prompts utilizados para interagir com ela. Neste artigo, discutiremos a importância de construir prompts bem elaborados e forneceremos dicas práticas para garantir que você obtenha as melhores respostas das LLMs. A engenharia de prompt surgiu como uma nova habilidade e ela é tão recente que ainda estamos aprendendo como usá-la. Essa habilidade nos permite criar inputs otimizados para os modelos de linguagem da inteligência artificial nos retornarem respostas que sejam relevantes. É importante ressaltar que a qualidade do prompt pode influenciar significativamente a acurácia da resposta recebida. Considere as seguintes etapas para criar seu prompt: 1. Ações 2. Dê contexto 3. Formatação 4. Exemplificação 5. Persona 6. Entonação A criação de prompts eficazes é uma habilidade importante que pode maximizar o potencial da IA. Ao focar em clareza, contexto e especificidade, qualquer pessoa, independente da função ou área, pode aprimorar suas interações com a IA e, assim, alcançar melhores resultados. Invista tempo na elaboração de seus prompts e observe como isso pode transformar suas experiências com a tecnologia.  ( 4 min )
    AWS S3 File Upload With NodeJs and React
    An extensive guide to upload files and retrieve the public url after upload, update and delete a file from AWS S3 Bucket. Read Article : AWS S3 File Upload With NodeJs and React  ( 2 min )
    Building an AI Music Assistant with Sonic Pi and MCP
    Building an AI Music Assistant with Sonic Pi and MCP Ever wanted to say, “Play me a funky bassline in C minor”, and have your computer just do it? That’s exactly what this project is about. We're merging the expressive world of music with the precise world of code — and then adding AI to the mix. By combining Sonic Pi (a live-coded music studio) with the Model Context Protocol (MCP), we’re building an interface where natural language becomes actual sound. If you live at the crossroads of code and creativity (hi, welcome), you know the frustration of context-switching between the rigid syntax of programming and the freeform weirdness of making art. Sonic Pi already lets us write music like we write code — but what if our tools could understand us when we speak in musical ideas? Imagine: a…  ( 5 min )
    How to integrate Editor JS in NextJs and ReactJs
    A guide to integrate editorJs in NextJs and React. Adding multiple editorjs tools like heading, Hyperlink image etc. Read Article : How to integrate Editor JS in NextJs(App Router) and ReactJs  ( 2 min )
    AI Tools That Will Help Your Everyday Needs
    In today's fast-paced world, Artificial Intelligence (AI) has evolved beyond being a buzzword. From businesses to individuals, AI tools are transforming the way we work, learn, and manage daily tasks. Whether you are a developer, digital marketer, entrepreneur, or a busy professional, AI can now assist you in almost every aspect of your routine. In this article, we'll explore some of the most powerful and user-friendly AI tools that can simplify your everyday needs, save time, boost productivity, and enhance decision-making. Let's dive in! Why AI Tools Are Becoming Everyday Essentials Automation of repetitive tasks Personalization at scale Faster data processing and insights Cost savings by reducing manual efforts 24/7 support and assistance Now, let’s explore AI tools that can make your l…  ( 5 min )
    Go Tool: Uma análise da nova ferramenta para gerenciar dependências
    Por um tempo, os desenvolvedores Go precisaram usar soluções improvisadas para gerenciar dependências de ferramentas. Com o lançamento do Go 1.24, isso mudou completamente. Vamos ver como! Quem trabalha com Go sabe bem o quanto o ecossistema de ferramentas é fundamental para o desenvolvimento produtivo. Desde geradores de código como stringer até analisadores estáticos como staticcheck, essas ferramentas se tornaram parte essencial do fluxo de trabalho diário. No entanto, gerenciar essas dependências sempre foi um desafio - especialmente ao trabalhar em equipe. Até agora, a solução padrão era o famoso padrão "tools.go" - um arquivo com imports em branco que não eram realmente usados no código, mas garantiam que as ferramentas fossem baixadas quando necessário. Era funcional, mas nunca pare…  ( 6 min )
    I Got Tired of Repeating the Same Commands, so I Built Jido - a Workflow Automation CLI
    As a developer, you may have had moments where you find yourself running the same bunch of commands repeatedly. For example, bumping package.json version, pushing to git, and publishing to NPM, whenever you wanna ship a new version of your NPM package. I was facing the same issue. And given how lazy my brain is, I wanted to make this easier and simpler. So, I built Jido. Jido is a workflow automation CLI, where you can define your workflows (called flows) in a config file, and run them using npx jido flow . The config file is a jido.config.js in the project root. So, custom JS logic is also applicable, unlike Bash scripts. Get started with jido by running: npm install --save-dev jido The jido.config.js file call the jido() function and export it by default. It takes in an objec…  ( 5 min )
    Keep Your Eyes on the End: Using the tail Command for Real-Time File Monitoring
    Logs never sleep and neither do engineers in production. When disaster strikes at 3 AM, your ability to quickly identify what went wrong can make the difference between a minor hiccup and a major outage. You could be troubleshooting a crash, monitoring a deployment, or just keeping an eye on system health and waiting for a massive log file to fully open is the last thing you need. Sometimes, all you care about is what just happened. That's where the tail command shines. It's your window into the most recent activity letting you jump straight to the end of a file, where the action is. In this article, we'll explore how another simple yet powerful command can become an essential part of your daily work practice. The tail command is your best friend for monitoring logs and files in real-time.…  ( 6 min )
    Voice to Voice AI with Amazon Nova Sonic
    Amazon Nova Sonic is a state-of-the-art speech-to-speech model that delivers real-time, human-like voice conversations with industry-leading price performance and low latency. Available with a bidirectional streaming API on Bedrock, Nova Sonic can enable developers to create truly natural, human-like AI agents that do not require users to type in their requests. What excites me most is that this capability opens AI access to many people who otherwise might struggle to use it. Nova Sonic has both masculine-sounding and feminine-sounding voices, and can produce American and British English accents. Nova Sonic can be used in Agentic workflows. It can consult knowledge bases using RAG and ground the information it gives to the user. It can do function calling, also called tool use. Since too…  ( 3 min )
    Data related Non-Functional Requirements
    Brief reminder: Functional requirements = what the system should do Non-functional requirements = how the system should behave Usually applications handle complex datasets and need to: Store data efficiently in databases Cache expensive operation results Provide search and filtering capabilities Process messages asynchronously and more. Suppose you have a banking website. Would you rather show wrong numbers to your customers or show no data at all? Rather show no data. However, if you're Facebook, you would of course rather show wrong data (not-updated likes count for example) than no data. So non-functional requirements matter. Here I want to walk through the most important ones. However, I will only discuss on data related ones. Reliability simply means "continuing to work correctly, eve…  ( 6 min )
    🚀 Stop Wasting Time: 7 AI Tools Every Developer Should Be Using in 2025
    Are you still writing boilerplate code manually or debugging at slow speed? It's 2025 and AI is no longer a nicety, it's your business partner. Whether you are a student, junior programmer, or master engineer, these 7 AI tools can enhance your productivity, creativity, and code quality. Let's start. GitHub Copilot – Your AI pair programmer Speeds up writing functions, autocompletes code, and even writes tests. 🔥 Tip: Use it for repetitive code, but always review for logic. Cursor.sh – VS Code + ChatGPT in one Ask AI to refactor, explain, or generate code in your editor. 💡 Try it when stuck in a bug loop. ChatGPT + Code Interpreter (Advanced Data Analysis) Analyze logs, CSVs, and visualize data instantly. ✅ Great for backend devs or students working on final-year projects. Bloop.ai – Search across your codebase with AI Type a question, get code snippets and function references. ⚡ Game-changer for navigating large codebases. Tabnine – AI autocomplete that respects your style Lightweight and works offline. 🌐 Use it with privacy-focused projects. Codeium – Open-source AI code assistant Free alternative to Copilot. 🔓 Perfect for those not using GitHub tools. Whisper by OpenAI – Convert voice to code comments or commands Record your thoughts and let AI write your docs. 🧠 Useful during brainstorms or explaining complex logic. 👨‍💻 Real-Life Example: 💬 What Tools Do You Use? 🏁 Conclusion: Don’t fear AI. Use it. In a world of tight deadlines and fast-changing tech, the smartest devs aren’t the ones who work harder—but the ones who build smarter.  ( 3 min )
    Vue.js and Nuxt.js: A Comprehensive Beginnerto-Advanced Guide
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    Building Software Development Artifact Generator Using Amazon Nova and Amazon Bedrock
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    Next.js - Fundamentos
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    Deploying the No-Code Architects Toolkit API on a Contabo VPS with MinIO
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    Actually how does work React Awesome framework Next.Js ?
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    My coding complete
    A post by Saleem Rangrezz  ( 2 min )
    Product & Catalog Management in OneEntry: Practical Tools for Scalable Projects
    Efficient product and catalog management is one of the core foundations of any digital business — whether it’s e-commerce, service-based, or content-driven. With OneEntry, this process becomes not only faster but also significantly more structured and scalable.The platform is designed to give development teams, product managers, and businesses the ability to manage product data with a high level of flexibility and reliability — offering unique advantages over traditional systems. Adding a new product in OneEntry takes just minutes. The process starts by assigning a product name, after which you can enrich the product card by attaching relevant attributes such as images, pricing, stock availability, and descriptions tailored to the specific type of product or service. The system automatica…  ( 5 min )
    Converting Scanned Documents to Searchable PDFs
    Converting Scanned Documents to Searchable PDFs Scanned documents are a staple of modern business and personal document management, but they often exist as image-based PDFs that can't be searched, edited, or manipulated like native digital documents. Converting these scanned documents into searchable PDFs unlocks their full potential, making information retrieval effortless and enabling text-based operations that would otherwise be impossible. This comprehensive guide explores the process, tools, and best practices for transforming scanned documents into fully searchable PDFs that maintain their original appearance while adding powerful text functionality. Before diving into conversion methods, let's clarify what makes a PDF "searchable": Image-Only PDFs Explained: Contain only a picture…  ( 9 min )
    Node.js Event Loop Visualized Series
    Have you ever wondered how Node.js handles asynchronous operations so efficiently? The secret lies in the Event Loop, a core component that orchestrates the execution of tasks. In this series, "Node.js Event Loop Visualized," we will dive deep into the inner workings of the Event Loop using a powerful tool: the Event Loop Visualizer. The Event Loop Visualizer is a tool I've been developing, based on a fork of an existing project. It offers a unique insight into the real execution of the Event Loop by utilizing a modified version of the Node.js core. Unlike other tutorials, courses, and posts that often rely on simulations to explain the Event Loop, this tool captures the actual execution, recording each phase in real-time. This provides a clearer and more accurate understanding of how Node.js manages tasks and events. Feel free to explore the Event Loop Visualizer and see it in action for yourself! The Event Loop Visualizer is composed of several key sections: Code Editor: Write and execute JavaScript code to see how it interacts with the Event Loop. Macrotask and Microtask Queues: Visualize how tasks are queued and processed. Call Stack: Observe the current call stack and how functions are executed. Event Loop Phases: Track the different phases of the Event Loop, such as Timers, Poll, and Check. Ticks & Rejections Loop Phases: Understand how Node.js handles next ticks and microtasks. Metrics: Monitor loop counts and event processing statistics. Simulated Terminal: View real-time output from your code execution. In each post of this series, we will analyze a specific block of code and explore how it is executed within the Event Loop. We'll cover a range of examples, from basic like timers to more advanced such as handling sockets and streams. Stay tuned as we embark on this journey to demystify the Node.js Event Loop. Whether you're a seasoned developer or just starting, this series will provide valuable insights and practical knowledge. Let's get started!  ( 3 min )
    Automated RDS PostgreSQL 🐘Restoration Using GitHub Actions Workflow_Dispatch
    This document provides a step-by-step guide for integrating GitHub Actions to automate the restoration of a production AWS RDS PostgreSQL database for use in development environments. EKS cluster. Postgres database (I am using AWS RDS in this example.) Github Repository. AWS IAM service. AWS S3 bucket. We have an Amazon RDS cluster running a PostgreSQL database, referred to as gerx_db_prod. Additionally, there are several lower-tier environments—such as gerx_db_dev_1, gerx_db_dev_2, and gerx_db_dev_3 that need to be kept up to date with the latest data from the production database. The goal is to enable on-demand synchronization of these environments by leveraging a GitHub Actions workflow. To create a backup of your RDS PostgreSQL database using pg_dump, run a command similar to the follo…  ( 7 min )
    Big Changes at Meteor Software: Our Next Chapter
    As the CEO of Meteor Software for the past 3 years, I wanted to share some major exciting things about where we're heading. When I first joined the company, I had a clear vision to modernize Meteor and transform Galaxy into something bigger. Today, I'm excited to tell you that these changes are finally happening. First things first! We're introducing fresh new brands for both Meteor and Galaxy. This isn't just a cosmetic facelift. It shows that we are changing our direction in a significant way. We've been using the original Meteor logo for more than 13 years, and it has become quite recognizable within the JavaScript community. The decision to change it wasn't made hastily, but we felt it was essential to reflect our ongoing evolution. Our new Meteor brand represents our commitment to m…  ( 6 min )
    🧠 Fractal Grid UI: A Recursive Layout You Can Click Into
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    Valve are expanding the Steam Deck Verified system to cover future SteamOS devices
    Valve are expanding the Steam Deck Verified system to cover future SteamOS devices | Rock Paper Shotgun More SteamOS handhelds (that aren't the Steam Deck) are on the way, so Valve are extending their Verified programme to certify games that work well on the OS. rockpapershotgun.com  ( 2 min )
    Rove : Straight up PostgreSQL migration.
    Rove is a fast, no-fluff migration manager for PostgreSQL built with Bun and TypeScript. It’s built for devs who just want to write raw SQL, version it in folders, and run it with confidence. No ORMs. No DSLs. Just SQL. Install it using Homebrew: brew install wess/packages/rove Or clone it and run directly with Bun: bun install bun run rove migrate Migrations live in a migrations/ folder. Each migration is a directory with an incrementing number prefix and two files: up.sql and down.sql. migrations/ ├── 001_create_users/ │ ├── up.sql │ └── down.sql ├── 002_add_index/ │ ├── up.sql │ └── down.sql To run migrations: rove migrate To roll back the most recent one: rove rollback Rove tracks what's been applied in a migrations table in your database. It uses the DATABASE_URL (or POST…  ( 4 min )
    Tim Sweeney says Apple has ‘neither accepted nor rejected’ second Fortnite submission to the App Store
    Epic CEO Tim Sweeney says Apple is flat-out ghosting Fortnite’s latest App Store submission—“neither accepted nor rejected” it—putting this Friday’s big update at risk. Epic filed a new build on May 14 after Apple ignored their May 9 resubmission, even though Apple usually reviews 90% of apps within a day. A 2021 court injunction told Apple to “quit it” and follow the rules, but didn’t actually force Fortnite back on the store, so Apple’s free to leave the game hanging. Meanwhile, Sweeney’s been all over X pointing out Fortnite knock-offs that Apple approved (and some it quietly yanked), stoking fan outrage and shine a spotlight on the limbo. With zero word from Apple and a crucial update looming, iOS Fortnite players are left staring at a loading screen—and nobody knows what Epic will do next.  ( 3 min )
    TAKETWO: “The most anticipated entertainment property of all time”, GTA 6 has reportedly cost over $1 billion
    // Detect dark theme var iframe = document.getElementById('tweet-1923218167674913084-46'); if (document.body.className.includes('dark-theme')) { iframe.src = "https://platform.twitter.com/embed/Tweet.html?id=1923218167674913084&theme=dark" }  ( 3 min )
    Samsung shows off OLED trch for Mixed Reality HMDs at 5,000 Pixels per inch
    TL;DR: Samsung demoed a tiny 1.4-inch RGB OLED-on-Silicon panel packing a whopping 5,000 ppi—outclassing Apple’s Vision Pro (3,386 ppi) and Meta Quest 3—at SID Display Week. The microdisplay can hit 15,000 nits brightness at 120 Hz with 99% color gamut, effectively banishing the “screen door” pixel grid in VR. Beyond VR headsets, Samsung cranked a lower-density demo (4,200 ppi) to over 20,000 nits and notes the same tech could slot into a smartwatch. By building OLEDs onto silicon wafers, it uses chip-fab tricks to cram in ultra-tiny, super-bright pixels for next-gen wearables.  ( 3 min )
    🛠️ Call for Contributors – Help Evolve the Language of Chaos
    W++ started as a wild idea: But now? 🚀 We’re Looking For: 🖥️ Extension tinkerers — improve VSCode integration (completion, error hints, etc.) 🌐 CLI nerds — help make IngotCLI powerful, modular, or ridiculous 🎓 Language lovers — improve syntax, structure, or runtime performance 🤯 Chaos agents — propose completely unnecessary features (we might actually add them) 🧠 Example Ideas to Build: oopsie-test – A testing framework with the least strict assertions ever W++ → JS transpiler A W++ Web Playground (with a custom terminal!) W++ for Minecraft Datapacks (yes, really) 📬 Interested? / WPlusPlus W++ 🦥 At least we’re better than Visual Basic. W++ is a fun, experimental, and completely over-engineered programming language designed for learning, chaos, and memes. This repo contains the full source code of W++ after it reached over 33,000 downloads on the VSCode Marketplace — and was mysteriously flagged and removed. ✨ Features ✅ Full tokenizer, parser, and interpreter written in C# ✅ Async/await support ✅ Lambda expressions (single and multi-param) ✅ Control flow: if, else, while, for, switch ✅ Try/catch + throw and return ✅ Custom syntax highlighting and snippets in VSCode ✅ The OOPSIE model of development (trust us, it’s revolutionary) 🧠 Why does W++ exist? This project was created by Ofek Bickel as an educational challenge — to build a real, working language from… View on GitHub Open an issue, suggest a feature, or ask how to contribute. No contribution too weird. No idea too cursed. Let’s overengineer something beautiful together.  ( 3 min )
    Unveiling BSD+Patent License: Comprehensive Analysis, Context, and Future Outlook
    Abstract This post provides an in‐depth analysis of the BSD+Patent License, exploring its history, core features, challenges, and future outlook. We compare its legal framework with other open source licenses, explain the evolution of open source funding models, and discuss the implications of dual licensing and blockchain‐based compensation mechanisms. Drawing on detailed community insights and technical documentation, this article revisits the BSD+Patent License’s relevance in today’s fast‐moving software development landscape while providing practical examples and comparisons. The BSD+Patent License is a unique variant of the classic BSD licenses. By incorporating an additional patent clause, this license addresses growing concerns related to patent litigation in open source software.…  ( 8 min )
    Max Mode in Cursor: Power, Access, and Missing Controls
    Max Mode in Cursor caught my attention because of how easy it is to enable—and how quietly it can start racking up costs. There’s no prompt, no permission gate, and no usage alert. It made me wonder: in an enterprise setup, how would we even know if someone turned it on? Cursor recently rolled out Max Mode, giving users access to their most powerful models—like GPT-4o and Claude Opus—with massively expanded context and smarter completions. It’s a great feature. But if you’re managing Cursor on an enterprise account, there’s a pretty big catch: anyone can turn it on, and it immediately starts billing your account. Here’s what Max Mode is, how it works, and why I think the lack of admin controls is a risky move. TL;DR: Max Mode in Cursor gives users powerful models with expanded context—but …  ( 6 min )
    10 Essential Coding Skills You'll Need in 2025
    The tech industry evolves rapidly, and staying ahead requires continuous learning. As we approach 2025, certain coding skills will be in high demand. Whether you're a beginner or an experienced developer, mastering these skills will keep you competitive in the job market. 1. AI & Machine Learning (ML) AI and ML are transforming industries. Understanding frameworks like TensorFlow, PyTorch, and how to implement models will be crucial. Even if you're not an AI specialist, knowing the basics will be a huge advantage. 2. Cloud Computing (AWS, Azure, GCP) Cloud platforms dominate modern infrastructure. Learning serverless computing, Kubernetes, and cloud security will be essential as more companies migrate to the cloud. 3. Cybersecurity Fundamentals With increasing cyber threats, de…  ( 3 min )
    Building MCP Server for Kubernetes
    Intro Built my first MCP Server for read only Kubernetes operations. This MCP server was created to provide a secure way to interact with Kubernetes clusters without allowing any create, update, or delete operations. It only exposes read-only APIs to ensure your clusters remain safe while still enabling AI assistants to help you monitor and troubleshoot your Kubernetes resources. Model Context Protocol (MCP) has been very popular lately and you can see the huge adoption as every company is releasing their official MCP server. MCP server is the new API endpoint. Kubernetes is equally popular and there are many Kubernetes MCP servers out there. Security is still evolving around MCP and I didn’t want to run an MCP server for K8s which can create, update or delete my K8s resources. Then I g…  ( 4 min )
    “It’s clear you are better than the reviewer” - said a Senior Software Engineer
    I got selected to move forward for a Software Engineer (Frontend) role with a foreign company from a cold DM and was given a test assignment. I delivered beyond the expected result, only to receive feedback from a review that seemed out of touch with current web development best practices, especially within the Vue 3 and Nuxt 3 ecosystem. A senior engineer who looked over my work remarked, “It’s clear you are better than the reviewer,” which inspired me to share this story. The review listed several shortcomings: No Composition API usage. No project architecture. Code repetitiveness. No cards stored in localStorage. Not following the Figma design. Bugs. Many of these points were vague or incorrect. Let’s examine each claim. Reviewer’s Claim: “No composition (Vue 3)” Reality: Every componen…  ( 5 min )
    YAML Tutorial: A Beginner's Guide to Writing YAML Files
    Hey Guys! This blog will make you understand what YAML is all about. Initially it was called Yet Another Markup Language, but later renamed to YAML Ain't Markup Language (a recursive acronym). YAML is the cleanest way to write configuration files. I'm guessing you already know we need config files for certain tasks while developing apps or working that DevOps magic. There are multiple ways to write configuration files such as XML, JSON, and TOML (plus several others), but YAML has some distinct advantages. These file formats make developers happy and help our data dance from server to server or client to server. They're primarily used for transmitting data between servers and clients, particularly in web applications. These are basic data formats for writing important stuff like secret fil…  ( 7 min )
    Finding Pair with Target Sum
    Given a sorted array of numbers and a target sum, find the pair of numbers that add up to the target sum. Example: Input: [1, 2, 3, 4, 5, 6], Target: 10 Expected Output: [4, 6] (since 4 + 6 = 10) Let's explore two approaches to solve this problem: the straightforward brute force method and the more elegant two-pointer technique. The brute force approach is the most intuitive way to solve this problem. We'll check every possible pair of numbers in the array and see if they add up to the target sum. Use two nested loops to consider every possible pair For each pair, check if their sum equals the target Return the pair when found function findPairBruteForce(arr, targetSum) { for (let i = 0; i < arr.length; i++) { for (let j = i + 1; j < arr.length; j++) { if (arr[i] + arr[j] === …  ( 6 min )
    Leave Script Behind
    Leave Script Behind (aka LSB) is a tool I developed in the past years, it was initially designed for developers, more specifically, DevOps. I have been working on it for a few years and I think it's time to publish it for others to benefit from it. Since from the invention of the Internet, more and more software are moved to the online world as services, and the developers are moved to work in the DevOps mode. Besides the coding environments, they inevitably need to work with shells and command line tools as part of their daily work, from coding work, to service deployment, live site investigation and mitigation, etc. Depends on which operating systems they are using, they may need to interact with different types of command-line shells, such as PowerShell on Windows, GNU bash on Linux, an…  ( 6 min )
    Flask y MVC: Conceptos e Instalación.
    Renuncio a PHP (?). No, la verdad es que sigue siendo mi lenguaje padre, para varios proyectos, especialmente por su facilidad de uso. Sin embargo siempre me interesó Python y como me oriento al desarrollo web, encontre en Flask a mi pastor (nada me faltará).  Así que en este post, explicaré algunas cosillas para que puedan crear proyectos con este framework. De un tiempo a esta parte, la web se ha convertido en la principal herramienta para compartir información. A más de 30 años del estreno en sociedad de HTML, todo lo que salió después, orientado a crear verdaderos sistemas, fue evolucionando y estandarizando hasta lo que tenemos hoy, por lo que pronto se hizo necesario, desarrollar formas eficientes para su construcción. Una de estas fórmulas es el Patron de Arquitectura Modelo-Vista-C…  ( 8 min )
    My Wins of the Week! ⭐
    📰 I published a new post on DEV! ✨ Why Code in Dark Mode? Anita Olsen ・ May 13 #discuss 💻 I have been working on fixing an AI system in Please adopt me. # AI needs repair on Steam! ✨     💻 I completed 7 singleplayer levels and I played multiplayer levels daily on CodeCombat! ✨   💻 I completed all the string exercises on W3Schools! ✨   💻 I completed 3 Python Code Challenges on W3Schools! ✨   🔥 I hit a 24 days streak on W3Schools! ✨   🎯 I met my weekly target on Codecademy! ✨ I learned more on unit testing in Python 3 Coding is the language of the future, and every girl should learn it. As we depend on technology more and more every day, learning to code isn't just smart, it's necessary. - Karlie Kloss   Thank you for reading! ♡   🎮 Visit my web page  ( 3 min )
    Custom Elements: The Superpower of Svelte 5
    Svelte 5 and the Future of Truly Reusable Web Components In today's web development ecosystem, framework fragmentation can be a headache. Can you imagine creating components that work equally well in React, Vue, Angular, or even plain HTML? With Svelte 5 and Web Components technology, this isn't just possible—it's surprisingly simple. Modern frontend development is based on reusable components. However, these components often remain "trapped" within the ecosystem for which they were created. A button made in React will hardly work in a Vue application without significant modifications. In this article, we'll explore how to create truly framework-agnostic components using Svelte 5 and Storybook 8+. Our example will be a fully customizable Alert component that will work in any framework or…  ( 9 min )
    How to build a Legal Document Chat with OpenAI, Ducky.ai, Next.js and Browserless
    What if anyone could chat with a legal document instead of having to read the whole thing? I wanted to create a tool where users could paste a link to a legal document and instantly start asking it questions like: Who owns the content I create?" - Figma ToS What happens if I violate these terms?" - Apple T&Cs Today, Fineprint is live and working. It took surprisingly little time to build, thanks to Ducky. Here’s the technology that powers Fineprint Frontend | Next.js - React.js & TypeScript Backend Scraping | Browserless (headless Chrome) Semantic Search & Retrieval | Ducky.ai Language Generation | OpenAI Hosting | Vercel Step 1 - We first create an index name based on the url and then use Browserless to load and scrape the visible text from the page. const processDocument = async (url:…  ( 5 min )
    Still paying full price for AWS? Kuberns helps you save 40% and deploy apps without Developer efforts
    AWS is powerful, no doubt. But it’s also overwhelming. Startups often jump in expecting speed and flexibility, only to be hit with complexity and unpredictable bills. Instead of building, your developers spend time configuring VPCs, tuning EC2 instances, and reacting to usage spikes. It’s not just frustrating, it’s expensive. That’s exactly why we built Kuberns: to give lean teams a way to launch, manage, and scale their apps on AWS without needing DevOps expertise, and without wasting money. What Is Kuberns, Really? Think of Kuberns as your AI-powered DevOps co-pilot. It sits on top of AWS and handles all the grunt work, provisioning, monitoring, scaling, and optimizing your infrastructure while letting your developers focus on code. With Kuberns, you get: Smart provisioning and scali…  ( 4 min )
    Why I Don't Use WordPress Anymore (And What I Built Instead)
    From WordPress Pro to Custom CMS Architect: My Journey to Ultimate Web Performance & SEO Control By Sajjad Akbari — Lead Full-Stack Engineer & SEO Systems Architect For over a decade, I lived and breathed WordPress. I’ve engineered everything from bespoke themes for Fortune 500 companies to intricate e-commerce platforms processing thousands of transactions. I’ve wrangled complex plugin integrations, optimized server configurations for high-traffic sites, and pushed the boundaries of what WordPress SEO plugins could achieve. WordPress, powering over 43% of the internet (W3Techs, 2023), is an undeniable force, a testament to its accessibility and vast ecosystem. However, as my projects grew in complexity and the demand for absolute performance and granular SEO control became paramount, I …  ( 15 min )
    Day 23/ 30 Days of Linux Mastery: 'tar' Command
    Table of Contents Introduction What is the tar Command? Core tar Commands Real-World Scenario: tar Command Conclusion Let's Connect Welcome back to Day 23 of this practical Linux challenge! Today, we are diving into one of the most useful Linux commands: tar. When you think of archiving and backing up files, think of tar tar Command? tar stands for Tape Archive. It is a powerful utility used to create, extract, compress, and archive files or directories into a single file, usually with .tar, .tar.gz, or .tgz extensions. tar Commands More commonly used tar command options are listed in the table below. tar Command What It Does Explanation tar -cvf myarchive.tar myfolder/ Creates an archive -c = create, -v = show progress (verbose), -f = name the archive file tar -xvf my…  ( 4 min )
    Keep It Small, Keep It Moving: The Real Power of Tiny PRs
    🔄 Commit Often, PR Small: 10 Reasons Developers Should Keep It Tight If you’ve ever stared down a pull request (PR) so large it needed popcorn and a whole afternoon to get through, then you already know the pain. Whether you’re a junior just getting into the codebase or a senior trying to push changes without slowing down the whole team, committing often and keeping your PRs small is a low-key game-changer. Small PRs are simply easier to read. A big change dumped into one PR is overwhelming. But when you keep it short and focused, reviewers can actually focus. That means fewer mistakes, better feedback, and faster approvals. Let’s be real.. juniors don’t always have the confidence (yet) to dive into complex reviews. Smaller PRs let them follow the logic more easily and start participati…  ( 4 min )
    Lightweight and High-Performance Rust HTTP Server Library for Modern Web Services
    Introduction Hyperlane is a cutting-edge Rust library designed to simplify the development of high-performance web services. Built with a focus on efficiency and flexibility, it empowers developers to create robust HTTP servers with minimal overhead. Whether you’re building REST APIs, real-time applications, or scalable backend services, Hyperlane offers a seamless development experience with its rich feature set and cross-platform compatibility. Core Features Lightweight & High Performance Hyperlane leverages Rust’s memory safety and concurrency features, combined with the Tokio async runtime, to deliver exceptional performance. It handles asynchronous I/O efficiently, making it ideal for high-throughput applications. Full HTTP/1.1 Support Parses HTTP requests and builds res…  ( 4 min )
    Setting Up a Modern Web Development Environment in 2025
    Creating a modern development environment in 2025 means combining a powerful editor, smart package management, the latest frameworks and build tools, plus good developer hygiene. Full-stack developers often use TypeScript for both frontend and backend code, so our setup must support it seamlessly. We'll cover everything from editor and AI assistants to package managers (npm, pnpm, Bun), popular frameworks (Next.js, Express, NestJS), fast bundlers (Vite, Turbopack), and essential tools like linters, formatters, testing frameworks, and CI/CD. By the end, you'll have a template for a cutting-edge, beginner-friendly TypeScript stack. A great editor is key. Visual Studio Code is a top choice for TypeScript developers, thanks to its rich extension ecosystem. You can install AI coding assistants …  ( 9 min )
    Hyperlane: A High-Performance Rust HTTP Server Library
    Hyperlane: A High-Performance Rust HTTP Server Library In the realm of web development, the choice of a robust and efficient HTTP server library can significantly impact the performance and scalability of your application. Hyperlane, a lightweight and high-performance Rust HTTP server library, stands out as an exceptional choice for developers seeking to build modern web services. Designed with simplicity and power in mind, Hyperlane simplifies network service development while delivering outstanding performance. Hyperlane offers a comprehensive feature set that makes it an ideal choice for building web services. It supports HTTP request parsing, response building, and TCP communication, providing developers with the essential tools needed for web development. Beyond the basics, Hyperlan…  ( 5 min )
    🚀Amazon ELB Demystified: Your Ultimate Guide to Routing Traffic & Scaling Apps in AWS (2025 Edition)
    Okay, fellow cloud enthusiasts and Dev.to community! As someone who's been navigating the AWS cloud for over three plus years and loves helping others "get it," I'm thrilled to tackle a foundational yet incredibly powerful service: Amazon Elastic Load Balancing (ELB). Whether you're just starting your cloud journey or you're a seasoned pro looking to fine-tune your architecture, understanding ELB is key to building resilient, scalable, and high-performing applications. Let's dive in! Ever had your awesome application buckle under unexpected traffic? 😬 Your users see a dreaded error page, your team scrambles, and that crucial launch... well, it doesn't go as planned. We've all been there or heard the horror stories. In today's fast-paced digital world, application availability and performa…  ( 15 min )
    Hyperlane: A High-Performance Rust HTTP Server Framework Outperforming Go and Node
    Introduction Hyperlane is a lightweight, high-performance Rust HTTP server library designed for modern web services. Built on Tokio’s async runtime, it simplifies network development while delivering exceptional speed, cross-platform compatibility, and real-time communication support. With benchmarks surpassing Go, Node.js, and even Rust’s standard library, Hyperlane is redefining efficiency in web service development. Key Features Blazing Fast Performance: Hyperlane outperforms popular frameworks in QPS benchmarks: 340k QPS (Tokio) vs. 324k QPS (Hyperlane) vs. 224k QPS (Gin/Go) under 360 concurrent connections. Handles 100M+ requests with minimal overhead, ideal for high-traffic applications. Cross-Platform & Lightweight: Built with pure Rust and zero platform-specific depen…  ( 3 min )
    🚀 Lovit is Live: Smarter Error Handling for JS Developers
    🚀 Lovit is here! try-catch blocks — Lovit brings clean, consistent, and powerful error handling to modern codebases. 📚 Docs are live – dive in and see how easy it is to integrate. ⚡ Level up with Lovit now! lovit.dev  ( 2 min )
    Rust HTTP Server
    Introducing Hyperlane: The Lightweight, High-Performance Rust HTTP Server Hyperlane is a pure-Rust HTTP server library built on Tokio’s async runtime, designed to simplify network service development without sacrificing performance. With Hyperlane, you get a truly cross‑platform API that runs seamlessly on Windows, Linux, and macOS, while supporting advanced features like middleware, WebSocket, and Server‑Sent Events (SSE). Key Features Zero external dependencies: Pure Rust + standard library Cross‑platform compatibility: Same API on Windows, Linux, macOS High performance: QPS on par with Tokio, outperforming Rocket, Go, Node.js Flexible middleware: Request and response middleware for logging, authentication, headers Real‑time support: Built‑in WebSocket and SSE handling cargo add hyperlan…  ( 3 min )
    Telegram Bot Library Development with PHP
    What suggestions or criticisms do you have for me? I previously developed a version of the library, although it was not popular, but it was great for me and helped me build various commercial projects using it. Probably the lack of writing strong documentation and not creating content to introduce and teach its use caused it to be unknown This time I am rewriting it. The goal of this rewriting is to create a more modern, simpler and cleaner syntax. Also, new features and methods should be added to it For example, sending a simple message will be as easy as this: Bot::new()->text('Hello world')->send(); Its basic structure is being implemented https://github.com/botfire/botfire/tree/new-version-2  ( 3 min )
    But how does torrenting actually work?
    If you prefer to consume this article as a video, check this out! README Also, a quick side note: this article intends to be fully language agnostic, meaning that we don't discuss how to do something torrent-related in a certain language. Finally, if you're here because you're trying to implement a BitTorrent client yourself, you should probably check this diagram out (you do have to make an account, sorry). You may have heard of BitTorrent or torrenting before, but you’ve probably never taken a look under the hood of how it all actually works. Torrenting is a surprisingly complex process, and in this article, we’re going to take a deep dive into the BitTorrent protocol and how it works. If you're familiar, feel free to skip ahead Firstly, let’s talk about how it and torrenting works. …  ( 12 min )
    Project of the Week: HedgeDoc 🦔
    Lightning-fast reviews and exceptional bot integration in this real-time markdown collaboration platform HedgeDoc is an open-source collaborative markdown editor that allows real-time collaboration, similar to Google Docs but with markdown support. The project has been online since 2016 (originally called CodiMD) and has gathered significant attention from developers looking for self-hosted, privacy-focused document collaboration. With over 6,000 GitHub stars and contributions from 163 developers, HedgeDoc has established itself as a popular choice for collaborative note-taking and documentation. We researched HedgeDoc on collab.dev and discovered some fascinating collaboration patterns that demonstrate the project's commitment to efficient development practices. Exceptional Review Speed: HedgeDoc boasts a remarkable 93% of reviews completed within 1 hour, ranking 4th among all analyzed repositories on collab.dev. Lightning Fast Turnaround: With a median review turnaround time of just 2 minutes and 13 seconds, developers can expect almost immediate feedback on their contributions. High Bot Integration: 85% of PRs are bot-generated, with bots accounting for 63.2% of all repository events, showing a strong commitment to automation. 100% Review Coverage: Every single PR gets reviewed before merging, demonstrating the team's dedication to code quality. HedgeDoc demonstrates how strategic automation and efficient review processes can create an exceptional developer experience while maintaining high quality standards. github.com/hedgedoc/hedgedoc collab.dev/hedgedoc/hedgedoc collab.dev pullflow.com  ( 3 min )
    Software Engineers as Modern-Day Architects
    Ancient architects built cathedrals. Today, we build systems just as vast — invisible, intricate, and equally lasting. We are not just coding features. We are designing digital cathedrals. Written by Alireza Minagar https://medium.com/@aminagar_38889  ( 3 min )
    Dont Forget to Package Go App the right way in Docker
    Subscribe to my channel for Engineering videos @bitsofmandal Packaging applications with Docker is standard practice today — but for production-ready Go apps, image size, startup time, and security matter. In this post, we’ll walk through how to containerize a Go application, then progressively optimize the image size from 45MB to just 4MB using tried-and-tested techniques. Go produces statically linked binaries — ideal for minimal containers. Containerized apps run reliably across different environments. Optimized containers improve deployment speed, resource usage, and security. How to containerize a Golang app with Docker. Multi-stage builds and their benefits. Reducing image size with Go build flags. Using minimal base images (scratch). Compressing binaries with UPX. Real-world dep…  ( 4 min )
    Exposing Kubernetes Metrics: Adding Metrics Server to Your Local Cluster
    This guide is the second part of the "Build a Kubernetes Lab with Vagrant & Ansible" series. In this article, we’ll add resource usage monitoring to your cluster by installing the Kubernetes Metrics Server. Prerequisites Step 1: Install Metrics Server Step 4: Use the Metrics API What's Next? Useful links This article assumes you have already completed the first part of the series, where we created a local Kubernetes cluster using Vagrant and Ansible. If not, go back and follow Part 1: Build Your Local Kubernetes Cluster first. Reminder: You should have exported your Kubernetes configuration locally with the following command: vagrant ssh kubmaster -c "sudo cat /etc/kubernetes/admin.conf" > ~/kubeconfig-vagrant.yaml Set this file as your config path: export KUBECONFIG=~/kubeconfig-vagrant.…  ( 4 min )
    [Hack] PicoCTF: Low Level Binary Intro - Intro to Debuggers
    This PicoCTF Playlist section is called Intro to Debuggers, the challenges will go deeper into how to use the Debugger, specifically GDB, a common debugger and disassembler. After some explanations of how to use the GDB, we can do the challenges. I am also using a Virtual Machine with Ubuntu to solve these challenges. Can you figure out what is in the eax register at the end of the main function? Put your answer in the picoCTF flag format: picoCTF{n} where n is the contents of the eax register in the decimal number base. If the answer was 0x11 your flag would be picoCTF{17}. Disassemble this (file). So what we need to do is: Get the file (debugger0_a) to disassemble Disassemble the main function with GDB Gather the value of eax register at the end of main function In summary, we need to ga…  ( 10 min )
    🚀 Build an Infinite Scroll App in React like a Pro
    Infinite scrolling is probably one of the most widely used features in today's web applications. Rather than relying on traditional pagination, it loads further content dynamically when users scroll. In this tutorial, you will learn how to implement a basic and simple Infinite Scroll component in React JS by fetching GitHub users from the GitHub API.🎯 📝🔰 Perfect for beginners! This guide focuses on the core logic without overwhelming you with complex React patterns. 🎯What We Will Build We will build a clean React application showing GitHub users as cards. When users scroll, additional users will be fetched automatically, providing an overall smooth browsing experience. 🛠 Tech Stack: useState to manage state ⚛️ useEffect to handle side effects like API calls and event lis…  ( 7 min )
    How to Set Up CI/CD for a Python Backend Application on Fly.io Using GitHub Actions
    Manual deployments are fine—until they aren't. As your application evolves, relying on local scripts or manual file uploads becomes a liability: it's slow, inconsistent, and prone to human error. In a production environment where uptime, reliability, and speed matter, you need something better. That’s where CI/CD comes in. Continuous Integration and Continuous Deployment (CI/CD) introduces automation and structure to your development workflow. With it, every change pushed to your repository can be automatically tested, built, and deployed—without manual steps. This reduces errors, accelerates delivery, and ensures your team spends less time deploying and more time building. In this guide, we’ll walk through setting up a CI/CD pipeline for a Python backend application using GitHub Actions a…  ( 11 min )
    Diary of an Elm Developer - Lazy L-System generation
    L-System Studio is an environment for creating and exploring L-Systems. It was built with Elm by Hunor Geréd. I learnt about the project when he decided to submit it to Built with Elm back in April 2023. It's a fun application for exploring L-Systems but it can be quite resource intensive. My browser has even crashed on several occasions. Definitely not a good look for Elm. Could the performance be improved whilst using Elm or do we have to resort to mutable generation in JavaScript? That was the nagging question. The first thing that caught my attention was the huge number of SVG nodes that were being generated in the DOM. Those SVG nodes are created by looping over the array of characters returned by LSys.generateSequence. It's not one to one but the number of SVG nodes that are added to…  ( 9 min )
    CloudWatch Alarm Integration with KMS-Encrypted SNS Topic
    Configure an Amazon CloudWatch alarm with an encrypted Amazon Simple Notification Service (Amazon SNS) topic. Monitoring and alerting are essential in the cloud but securing those alerts is important too. In this post, we are going to explore how to configure a CloudWatch Alarm so that you are being notified through an SNS topic, which is encrypted with KMS, so your alert data stays secured. Note: You must use an AWS Key Management Service (AWS KMS) customer managed key to deliver Amazon SNS notifications with an encrypted Amazon SNS topic for a CloudWatch alarm. If you use the default alias/aws/sns AWS managed key for encryption, then the CloudWatch alarm fails to initiate the alarm action. You then receive a message that's similar to the following in the Alarm History section: "Failed …  ( 5 min )
    What’s The State of WASI?
    By: Matt Butcher The WebAssembly System Interface (WASI) specification is a proposed standard that describes how to connect a WebAssembly application to its underlying environment. Designed with security at the fore, WASI describes mechanisms for Wasm applications to interact with system resources such as clocks, sockets, filesystems, environment variables, and other Wasm components. The original WebAssembly project was jointly created by Mozilla, Google, Microsoft, and Apple in order to provide a common language runtime inside of the web browser. Following the path of web standards like HTML and CSS, the early Wasm creators decided to standardize the technology through the W3C. Nearly a decade later, the W3C standardization of WebAssembly is moving along well. WebAssembly 1.0 was complete…  ( 6 min )
    JWT Authentication Deep Dive: Creation, Storage, and Verification
    Authentication remains one of the most critical aspects of modern application development. Among the various authentication mechanisms available, JSON Web Tokens (JWTs) have become increasingly popular due to their flexibility and stateless nature. This article explores the complete lifecycle of JWTs—from creation to storage and verification—providing both theoretical knowledge and practical implementation guidance. Before diving into implementation details, let's understand what makes JWTs unique. A JWT consists of three parts separated by dots: Header: Payload: Signature: When encoded, a JWT looks like this: xxxxx.yyyyy.zzzzz Let's explore how to create JWTs with proper security considerations: const jwt = require('jsonwebtoken'); function generateAccessToken(user) { // Avoid i…  ( 5 min )
    🚀 Embracing MCP in KaibanJS: A Leap Forward in Multi-Agent AI Systems
    The AI landscape is evolving rapidly, and with it, the tools and protocols that empower developers to build more efficient and scalable systems. One such advancement is the integration of the Model Context Protocol (MCP) into KaibanJS, our JavaScript framework for building multi-agent AI systems. The Model Context Protocol (MCP) is an open standard developed by Anthropic to streamline the interaction between AI models and external tools or data sources. Think of MCP as the USB-C of AI integrations—providing a universal, standardized way for AI agents to connect with various services without bespoke connectors. Standardized Communication: MCP offers a structured framework for AI models to interact with tools and services. Tool Access & Expansion: AI assistants can utilize external tools for…  ( 4 min )
    🚀 𝗪𝗲𝗲𝗸𝗹𝘆 𝗗𝗲𝘃 𝗟𝗼𝗴 – 𝗪𝗲𝗲𝗸 𝟭
    Hey everyone 👋 Here’s my latest update on what I’ve been building, learning, and overcoming this past week as part of my journey as a software developer. 💡 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗥𝗲𝗰𝗮𝗽 – 𝗛𝗲𝘃𝘆 𝗦𝗗𝗞 ( https://github.com/JackEcuyer/hevy-sdk ) ✅ 𝗧𝗵𝗶𝘀 𝗪𝗲𝗲𝗸’𝘀 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀 📚 𝗪𝗵𝗮𝘁 𝗜’𝘃𝗲 𝗟𝗲𝗮𝗿𝗻𝗲𝗱 ⚠️ 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀 🔜 𝗡𝗲𝘅𝘁 𝗦𝘁𝗲𝗽𝘀 If you’re into dev logs, personal projects, or learning in public - feel free to follow! I’d love to hear what others are building too.  ( 3 min )
    Query MongoDB Like a Human with ScoutDB
    🗥️ So I was casually doomscrolling X (yes, again)... when I stumbled upon a post by DEV Community that made my brain short-circuit: ✨ “ScoutDB turns plain English into MongoDB queries.” Wait, what?! You've got the data questions, but not always the query-fu: "Find all users who joined after Jan 2023 and liked more than 5 posts" Normally, you'd need to hand-craft some MongoDB incantation like: db.users.aggregate([ { $match: { joinDate: { $gte: ISODate("2023-01-01") }, likes: { $gt: 5 } } } ]) But what if you could skip the syntax pain? ScoutDB is like having a friendly AI that: ✅ Understands what you're trying to ask in English explore like a boss You type: Show me all posts with more than 100 likes created in the last 30 days ScoutDB replies with: db.posts.find({ likes: { $gt: 100 }, createdAt: { $gte: new Date(Date.now() - 30*24*60*60*1000) } }) Then maps the results and relationships for you in a visual explorer. No more $lookup headaches. No more crying in JSON. Saw this post by @thepracticaldev on X 👇 (I swear MongoDB and ScoutDB logos look like they just agreed to rescue all devs from query hell) 🗣️ English → MongoDB query? ✅ 🧠 Auto-maps your schema? ✅ 🎨 Visual canvas for data exploration? ✅ 🧣 Found it while doomscrolling Twitter? BIG ✅ 🧵 Original Post from DEV Community 💬 So, are you still writing $match manually or are you letting ScoutDB take the wheel? Tell me below 👇  ( 3 min )
    This Week In Python
    Fri, May 16, 2025 This Week in Python is a concise reading list about what happened in the past week in the Python universe. Introducing Pyrefly: A new type checker and IDE experience for Python A single Python function for both async/sync Unravelling t-strings I don't like NumPy The Database Row That Did and Didn't Exist autogenlib – Python library that automatically generates code on-the-fly using OpenAI's API reaktiv – Reactive Computation Graphs State Management for Python toller – Lightweight Python library to make your async calls to microservices, etc. more robust and reliable PyUIBuilder – GUI builder for Tkinter, CustomTkinter, Kivy and PySide Scrapling – An undetectable, powerful, flexible, high-performance Python library to make Web Scraping Easy and Effortless  ( 3 min )
    Push Images To Artifact Registry using GitHub Actions & Workload Identity
    Day-to-day I mainly contribute to a Elva, a powerhouse of AWS-experts aiming to help our customers to elevate their cloud journeys using serverless. However, sometimes life brings you into other platforms like Google Cloud in this case (which I also like a lot). This time I needed to set up container deploys as a part of a GitHub Action workflow authenticating towards Google Cloud Artifact Registry using Workload Identity Federation (a better way to replace Service Account key files) Let's look at how to set up the workflow file and the necessary Google Cloud configurations to acheive this. Before we even touch the GitHub Actions YAML, we need to configure Google Cloud to trust our GitHub Actions workflow. We'll do this using Workload Identity Federation. This is a secure way to allow your…  ( 9 min )
    Why Performance Testing Matters: Key Benefits Explained
    When the new version of your website or web app is ready, you probably can’t wait to get it deployed on production. But wait – there’s one crucial step you have to make before you provide it to a broad audience: performance testing. What are the biggest performance testing benefits? Why you really shouldn’t neglect this step? These are the questions I’ll answer in this article. Performance testing process allows you to evaluate the stability and responsiveness of websites and web applications. You do this to ensure everything loads fast enough, the system doesn’t crash, and its general performance doesn’t affect the user experience negatively. You usually conduct software performance testing during critical moments – such as the introduction of a new feature, the launch of a new version or…  ( 8 min )
    What is Intelligent Agents?
    an **Intelligent Agent **is an entity that perceives its environment, takes actions autonomously to achieve goals, and may improve its performance through machine learning or by acquiring knowledge. Leading AI textbooks define artificial intelligence as the "study and design of intelligent agents," emphasizing that goal-directed behavior is central to intelligence. A specialized subset of intelligent agents, agentic AI (also known as an AI agent or simply agent), expands this concept by proactively pursuing goals, making decisions, and taking actions over extended periods, thereby exemplifying a novel form of digital agency.[1] Intelligent agents can range from simple to highly complex. A basic thermostat or control system is considered an intelligent agent, as is a human being, or any ot…  ( 4 min )
    India Needs Cyber Unity: How Government and Professionals Can Collaborate to Secure Our Digital Borders
    🛡️ In light of recent Indo-Pak tensions, cybersecurity is no longer just a tech issue—it’s a national security imperative. While our soldiers guard the physical borders, India’s digital borders are being probed every day by nation-state actors, hacktivists, and opportunistic threat groups. India’s cybersecurity strategy cannot rely on isolated defense. We need collaboration between the government and cybersecurity professionals. From Aadhaar-linked services to cloud-hosted citizen data and internal gov communications—India's digital infrastructure is massive. During times of geopolitical tension, we see a surge in: 🕵️‍♂️ Website defacements 🌐 DDoS attacks on public portals 🧬 Phishing against officials 🎯 Propaganda via social media To tackle this, we need more than 'firewalls'. We need…  ( 4 min )
    Mastering the Game Creation Process: From Concept to Completion
    In today’s competitive gaming industry, creating a successful video game requires more than just a great idea. It demands a well-structured approach, innovative thinking, and detailed planning. To bring a game to life, developers need to master the Game Creation Process, build a solid Game Design Document, and incorporate the Best Game Mechanics that keep players engaged. Let’s explore how these elements contribute to building exceptional games. Understanding the Game Creation Process Conceptualization: This is where the creative journey begins. Developers brainstorm game ideas, themes, target audience, and platform. The primary goal at this stage is to define the core vision of the game. Game Design Document (GDD): Once the concept is clear, the team develops a Game Design Document. This …  ( 4 min )
    Python 101:The Ultimate Beginner’s Guide
    Python is a widely used high level general purpose programming language created by Guido van Rossum in 1991. It is used for web development,software development,data analytics and Artificial Intelligence & Machine Learning. Python is widely preferred due to it's high capabilities below It has a simple syntax similar to English language hence simple to use and understand. Python runs on intepreter system meaning code can be executed as soon as it's written.You do not need to compile your program before executing it. Python supports 3 programming paradigms - its procedural,object-oriented and functional. Python has extensive library which includes almost every function imaginable A variable is a named location used to store data in memory and can hold different data types ie strings, in…  ( 6 min )
    Deploying Prometheus on a Raspberry Pi Cluster
    Deploying Prometheus on a Raspberry Pi cluster is a great way to monitor your Raspberry Pis and gather insightful metrics from them. In this guide, we'll walk through the steps to set up Prometheus with one master node (Pi) and three worker nodes (Pis). Prerequisites 4 Raspberry Pi devices (1 master node and 3 worker nodes) Raspbian OS installed on each Raspberry Pi SSH access to each Raspberry Pi Instructions Setting Up the Master Node bash sudo apt install -y prometheus bash sudo nano /etc/prometheus/prometheus.yml Add the following scrape configurations: yaml scrape_configs: - job_name: 'raspberry-pi' static_configs: - targets: [':9100', ':9100', ':9100'] Replace WORKER_1_IP, WORKER_2_IP, and :9090, replacing with the IP address of your master node. Common Pitfalls and Troubleshooting Tips Pitfall 1: Incorrect IP Addresses Pitfall 2: Service Fails to Start bash sudo journalctl -u prometheus sudo journalctl -u prometheus-node-exporter Common issues include syntax errors in the configuration files or missing dependencies. Pitfall 3: High Resource Usage Pitfall 4: Outdated Software bash sudo apt update sudo apt upgrade Conclusion Congratulations! You've successfully deployed Prometheus on your Raspberry Pi cluster. With this setup, you can monitor your devices and gather valuable metrics to help you manage your cluster more effectively. In the next post of this series, we will deploy a Typescript Web service to Kubernetes. See you there!  ( 4 min )
    Real-Time ETLT: Meet the Demands of Modern Data Processing
    The demand for effective real time data processing has reached a point of no return in the 21st century. Real-time data processing is the constant, uninterrupted handling and delivery of messages and events. Examples of real-time data processing include live traffic updates, stock market feeds, online video games, etc., where data is processed and acted upon as it is received. It is absolutely paramount that companies and service providers process data in real time (live) as effectively and as quickly (nanoseconds) as possible to ensure a better user experience on their products and services. You might be taken aback by the number of industries that require real time processing to stay afloat in the fast-paced software ecosystem today. This document will provide you with context on the ETL…  ( 6 min )
    FinOps Optimization: Reducing AWS Bills Through Automated EC2 Shutdowns
    1. Introduction As organizations increasingly migrate workloads to the cloud, cost management becomes a critical component of sustainable operations. While cloud services like AWS offer flexibility and scalability, they also come with the risk of escalating expenses if not carefully monitored. This is where FinOps — a practice that blends financial accountability with cloud engineering — plays a key role. 2. Understanding EC2 Cost Structures To effectively reduce AWS costs through automation, it's essential to first understand how EC2 (Elastic Compute Cloud) pricing works. AWS offers a flexible pricing model for EC2 instances, but this flexibility can also lead to overspending if not managed carefully. 2.1 EC2 Pricing Models On-Demand Instances: These are billed per second (with a mini…  ( 10 min )
    💡 Fixing Chrome’s Autofill Styles with Custom CSS
    Did your input fields get an unwanted yellow background due to Chrome's autofill? You can override it with a neat CSS trick! 🎨✨ 🔍 Why This Matters  ( 3 min )
    Paracetamol.ts💊| #35: Explica este código TypeScript
    Explica este código TypeScript Dificultad: Básico function announceSongBy(song: string, singer: string | undefined) { console.log(song); if(singer){ console.info(singer) } } console.log(announceSongBy("Greensleeves")); A. undefined B. null C. Se esperaba dos argumentos, pero se recibió uno D. string Respuesta ✅ C. Se esperaba dos argumentos, pero se recibió uno El parámetro singer tiene explícitamente la anotación de tipo string | undefined lo que significa que este parámetro no es opcional sino obligatorio. Es por este motivo que cuando llamamos a la función announceSongBy con solo un parámetro sistema de tipado de Typescript encuentra una inconsistencia y lanza una advertencia. Es importante notar que al momento de compilar este ejemplo, el código JavaScript resultante no presentara ninguna problema y mostrara por consola la cadena Greensleeves. Las advertencias que nos hace Typescript solo son útiles en el periodo de desarrollo.  ( 5 min )
    Unlock Active Storage: A Beautiful Dashboard for Your Rails App 🚀
    Hey Rails devs! 👋 If you're using Active Storage in your Ruby on Rails applications (and let's be honest, it's pretty awesome for handling file uploads!), you've probably experienced its power and simplicity. But have you ever wished you could easily see what's going on under the hood? Like, a proper dashboard to visualize your blobs, attachments, and overall storage usage? I found myself wanting exactly that. Digging through the console or database to check on files, their metadata, or how much space they're consuming can be a bit tedious. That's why I built Active Storage Dashboard! Active Storage Dashboard is a mountable Rails engine that provides a sleek, modern, and (dare I say) beautiful dashboard to monitor and inspect your Active Storage data. It's designed to be: Informative: …  ( 5 min )
    Understanding Nested Describe Blocks in Unit Tests
    When writing unit tests for JavaScript applications, organizing your tests properly can greatly improve maintainability and readability. One common technique uses nested describe blocks to group related test cases. Nested describe blocks do not cause any issues with code coverage reports or coverage UIs in modern testing frameworks like Jest: Coverage tools like Jest/Istanbul measure which lines of code are executed during tests, regardless of how those tests are organized The nested structure doesn't affect which code is executed or how it's measured Test organization is purely for human readability and doesn't impact coverage metrics Better Organization: Groups related tests logically by function or behavior Scoped Setup/Teardown: You can use beforeEach/afterEach at different levels of n…  ( 4 min )
    Construct a Private Cloud Virtually
    Technical Description: Construct a Private Cloud Virtually (VPC) This project involves creating a secure and isolated Virtual Private Cloud (VPC) within a public cloud platform such as AWS, Azure, or GCP. It includes configuring custom IP ranges, subnets (public and private), route tables, internet and NAT gateways, and implementing Security Groups and Network ACLs for traffic control. Virtual machines are launched in appropriate subnets, with private resources accessing the internet via NAT. The setup ensures secure communication and resource segmentation. Infrastructure as Code (e.g., Terraform) may be used for automation. This project showcases essential cloud networking, security, and deployment skills. - Step 1 Off we go! Let's kick things off by creating a VPC. In this step, get re…  ( 5 min )
    Improving OCR Accuracy for Better Text Recognition
    Improving OCR Accuracy for Better Text Recognition Optical Character Recognition (OCR) technology has revolutionised document digitisation, but its effectiveness ultimately depends on accuracy. Even small improvements in OCR accuracy can dramatically enhance the usability of digitised documents, reduce manual correction time, and increase the reliability of automated workflows. Understanding how to optimise the OCR process at every stage can help you achieve significantly better results. This comprehensive guide explores strategies and techniques for improving OCR accuracy, from document preparation and scanning to software settings and post-processing methods. Before diving into improvement techniques, let's understand what affects OCR accuracy: Character Recognition Errors: Similar cha…  ( 9 min )
    Why Developers Keep Confusing Sprint Goals with Status Updates, and Why Sprint Goals Are Important.
    Ever been in a daily Scrum where developers list empty words like “I coded the UI”? That’s a status update, not a sprint goal discussion. I’ve seen this confusion tank team focus for many years - and yes, I fix it every time. Sprint goals are Scrum’s core, yet developers often treat them as empty to-do lists. So let’s explore why developers confuse them with status updates, why sprint goals matter and how to fix the status update confusion to deliver real value. Why the confusion? A sprint goal is a clear outcome, like “Our team will allow users to enable gravitational anti-matter this sprint so that users can fly above water in their cars” or “We need to reduce technical debt to free up 25% of EC2 resources for other higher value added batches.” It’s the common why for the whole team t…  ( 5 min )
    O cérebro lembra com os olhos: UX e memória visual 🧠👁️
    Consistência de padrões, cores, e reforço da memória operacional. Alguma vez você já soube onde clicar antes mesmo de ler o texto? Isso não é sorte. É o seu cérebro trabalhando com memória visual e reconhecimento de padrões. Mais da metade do cérebro é dedicada ao processamento visual. Nós lembramos melhor de formas, cores e posições do que de palavras. Na interface, isso significa: Ícones familiares ajudam a entender ações Padrões repetidos guiam o comportamento Consistência visual reduz a curva de aprendizado A memória operacional (ou de trabalho) tem capacidade limitada. É como um post-it mental que segura poucas informações por vez. Toda vez que uma interface muda padrões visuais sem necessidade, ela exige mais esforço do cérebro. É como se dissesse: “esqueça tudo que aprendeu até …  ( 4 min )
    🗺️ Querying Overture Maps GeoParquet Directly in the Browser with DuckDB WASM
    Overture Maps provides a rich, open and collaborative dataset of geospatial features that’s designed to power everything from routing to visualization. These datasets are distributed in GeoParquet format : cloud-native, efficient, columnar, and increasingly becoming a standard for geospatial data at scale. But what if you could explore and query these massive datasets directly in your browser - without any server-side processing or backend setup? Thanks to DuckDB-WASM, you can. Demo Code In this post, we’ll walk through how to: Load an Overture Maps GeoParquet file into the browser Query it using SQL, right from the front-end Visualize features on a map Let’s dive in. 🦆 DuckDB-WASM: A full DuckDB engine compiled to WebAssembly, enabling in-browser analytics. GeoParquet: Parquet format wit…  ( 4 min )
    Optimizing CI/CD Pipelines: Slash Build Times with Smarter Dependency Caching ⚡
    Hey there, developer friend! 👋 Let’s talk about the worst part of CI/CD: waiting ages for your pipeline to install dependencies, rebuild the same files, and finally deploy. It’s like watching paint dry—except the paint is your productivity. But what if I told you there’s a way to cut build times in half (or more) with a few simple tweaks? Spoiler: It’s all about dependency caching and avoiding redundant work. Let’s turn your sluggish pipeline into a speed demon. Why Caching Matters: The Pain of Redundant Work Imagine this: You push a tiny CSS fix. Your pipeline reinstalls all dependencies from scratch. It rebuilds the entire project. You wait 15 minutes for a 10-second change. 😤 The culprit? No caching. Every run starts from zero, wasting time and compute resources. Step …  ( 5 min )
    Machine Learning Techniques Revolutionizing Target Identification in Drug Discovery
    Target identification is a crucial cornerstone of the drug discovery process, determining which proteins or biological entities should be modulated to achieve therapeutic effects. Traditionally labor-intensive and time-consuming, this critical step is undergoing a revolutionary transformation through the application of machine learning (ML) and artificial intelligence (AI) techniques. By 2025, AI-driven drug discovery is projected to slash development timelines by 40% and boost success rates by 20%, making it essential for pharmaceutical companies to adopt these technologies. Understanding Target Identification in Drug Discovery The Critical Role of Target Identification Target identification is the process of determining which proteins, genes, or biological pathways are implicated in a di…  ( 9 min )
    Selenium with Python Interview Questions and Answers (2025)
    If you're preparing for QA roles, this definitive guide on Selenium Python interview questions will help you crack interviews confidently. Whether you're a fresher or an experienced professional, we've compiled a comprehensive list of python selenium automation interview questions that are frequently asked in top companies. Python is a high-level, interpreted programming language known for its simplicity and versatility. In automation, especially with Selenium, Python is preferred due to its easy syntax, open-source availability, and vast support libraries. Python is used to write test scripts in Selenium for automating browser actions. It helps in test data generation, report creation, test execution, API testing, and continuous integration Some commonly used frameworks include: unittest …  ( 10 min )
    What is Nginx ?
    How NGINX Works Web Server Acting as a Reverse Proxy: The Middleman with Superpowers Here's how it works: A client sends an HTTP request to your web application. NGINX receives the request first, acting as the front-facing gateway. Based on its configuration, NGINX forwards the request to the appropriate backend server. The backend server processes the request (e.g., querying a database or rendering a web page) and sends the response back to NGINX. NGINX then returns the response to the original client. Key Advantages of Using NGINX as a Reverse Proxy: Load Balancing: Distributes traffic across multiple backend servers using strategies such as round-robin, least connections, or IP hash. Caching: Caches responses from backend servers to improve speed and reduce load. SSL Termination: H…  ( 5 min )
    🔄 Replacing the Base URL of a Path in JavaScript
    In modern web or mobile development, working with dynamic URLs is common — especially when environments (development, staging, production) have different base URLs but share similar API paths. One useful helper function is replacing just the base URL of an existing URL string while preserving its path and query parameters. Here’s a handy utility function to do just that: export const replaceBaseUrl = (oldUrl, newUrl) => { try { const parser = new URL(oldUrl); // Parse the original URL const newUrlObject = new URL(parser?.pathname, newUrl); // Replace the base URL while keeping the path return newUrlObject?.toString(); // Return the updated URL as a string } catch (error) { // You can log or handle errors here console.error("Invalid URL:", error); return null; …  ( 4 min )
    Build a Therapy Marketplace Using Next.js and Firebase
    TL;DR In this tutorial, you will learn how to build a therapy marketplace app using Next.js, Stream, and Firebase. The app will allow clients to find therapists, chat, and book virtual therapy sessions. Firebase will handle the backend operation, while Stream will handle in-app chat and video calls. The application supports two types of users: therapists and clients. Therapists can: 🥼 Create an account based on their area of specialization and set an hourly rate. Clients can: 👉🏻 Browse and book therapists based on their specialization and specific needs. To fully understand this tutorial, you need to have a basic understanding of React or Next.js. We will use the following tools: Firebase - a Backend-as-a-service platform developed by Google to enable us to add authentication, data…  ( 25 min )
    When I am with HTML before JS and when JS come to me
    😏🚚  ( 3 min )
    👋 Just Passing By...
    👋 Just Passing By... 👉 Check it out here Thanks for the support — and see you there! 🎥💻  ( 2 min )
    Strings, Arrays & Hash Tables — Let’s Talk About the One You’re Probably Not Using Enough
    If you’ve been coding for a bit, chances are you're already comfortable working with strings and arrays. So let’s skip the warm-up and jump straight into the one structure that quietly powers a ton of efficient solutions but often doesn’t get the spotlight it deserves: Hash Tables are data structures that store key-value pairs, and they give you constant-time lookups on average — O(1) time complexity for accessing, inserting, and deleting items. Hash Tables are your go-to when you need to: Count things (like frequencies of characters or items) Track what you’ve seen (e.g., duplicates) Map one thing to another (like IDs to objects) They're elegant, fast, and can simplify problems that otherwise require nested loops. Imagine a real-world dictionary: You want to look up the word “banana” You …  ( 5 min )
    Gemini 2.5 vs OpenAI o3: Which is Better
    Google’s Gemini 2.5 and OpenAI’s o3 represent the cutting edge of generative AI, each pushing the boundaries of reasoning, multimodal understanding, and developer tooling. Gemini 2.5, introduced in early May 2025, debuts state‑of‑the‑art reasoning, an expanded context window of up to 1 million tokens, and native support for text, images, audio, video, and code — all wrapped in Google’s AI Studio and Vertex AI platforms. OpenAI’s o3, released April 16, 2025, builds on its “o‑series” by internally chaining thought steps to tackle complex STEM tasks, scoring top marks on benchmarks such as GPQA and SWE‑Bench, while adding web browsing, image reasoning, and full tool access (e.g., code execution, file interpretation) for ChatGPT Plus and Pro users. Both platforms offer robust APIs and integrat…  ( 8 min )
    Midjourney: Turn Your Sketches into Amazing Images
    Here’s a comprehensive guide on how to elevate your rough sketches into polished artworks using Midjourney’s cutting‑edge AI tools. We’ll cover everything from the platform’s latest capabilities to best practices for preparing your input sketches, refining prompts, leveraging new editing features, and iterating towards gallery‑ready outputs. Along the way, you’ll discover practical tips—backed by the freshest updates from Midjourney’s V7 release and community insights—to help you transform simple lines into stunning masterpieces. Midjourney is an independent research lab and AI art platform founded to explore novel modes of human creativity through generative models ([midjourney.com][1]). Launched in open beta on July 12, 2022, it operates predominantly via Discord, allowing artists to iss…  ( 8 min )
    ✨ Bringing Children's Stories to Life with the Amazon Nova Family of Models
    🎉 A Model for Every Need To test the launch of the Amazon Nova model family, I created a magical storytelling application that generates fully immersive kids’ stories—powered entirely by using Nova models and Amazon Bedrock. As a parent of young children, I wanted to build something both fun and meaningful. An interactive story creator that could bring joy to kids while showcasing the capabilities of Amazon’s latest AI models. Nova models were the perfect choice as they contained everything I needed. For images, video, text - this could all be handled by Nova. Imagine a child saying: “Tell me a story about a rainbow dinosaur and a flying cookie.” The app responds with: ✅ A custom-written story ✅ Colorful images ✅ Narrated audio based on the story text That’s the magic of Nova and w…  ( 5 min )
    How does OpenAI Detect AI-generated images?
    Artificial intelligence–generated images are reshaping creative industries, journalism, and digital communication. As these tools become more accessible, ensuring the authenticity of visual content has emerged as a paramount concern. OpenAI, a leader in AI research and deployment, has pioneered multiple strategies to detect and label images produced by its generative models. This article examines the mechanisms OpenAI employs to identify AI-generated images, drawing on the latest developments in watermarking, metadata standards, content provenance, and emerging detection research. The proliferation of AI image generators poses risks ranging from the spread of misinformation and deepfakes to unauthorized mimicry of artists’ work. Detecting AI-generated imagery helps news organizations verif…  ( 6 min )
    What’s Behind the Global Rise of Mental Health Apps?
    The COVID-19 pandemic brought a major shift in how people view mental health. Social isolation, uncertainty, and limited access to traditional psychological support led to a noticeable rise in emotional and mental strain. In response, many began searching for quick and accessible coping tools — with digital solutions emerging as one of the most convenient options. At the same time, rising levels of stress, anxiety, and emotional burnout have been fueled by ongoing global economic challenges, as well as increasing geopolitical tensions and armed conflicts worldwide. In this climate of prolonged uncertainty, the demand for personal tools to support mental well-being continues to grow. As a result, the culture of self-care is evolving rapidly. Mental health awareness is steadily becoming part…  ( 4 min )
    How the BoldSign Mobile App Enhances Your eSignature Workflow
    The BoldSign mobile app was designed to simplify and speed up your eSignature workflow, allowing you to manage eSignature tasks on the go. In this blog post, we’ll highlight key features of the BoldSign mobile app that enhance your eSignature experience and overall efficiency. Before beginning the blog, if you haven’t tried the BoldSign mobile app yet, please do so and share your feedback. The BoldSign mobile app is now available on the Google Play Store and App Store for Android and iOS devices. With the BoldSign mobile app, you can create a new document from scratch, upload a document from your device, add recipients, assign form fields, and send it out for signature. You can also use existing templates created on the BoldSign web app. Documents created in the BoldSign web app can be vie…  ( 7 min )
    Built 3 SwiftUI Starter Kits in 2 Weeks — Here’s What They Do
    As an indie developer building iOS tools, I recently launched 3 SwiftUI starter kits focused on real-world problems most devs hit: iOS ↔️ Apple Watch sync using WCSession Includes sendMessage and updateApplicationContext Shared model and live bi-directional sync 👉 Check it out 🎛️ Settings & Onboarding UI Kit Modular SwiftUI settings screen Dark mode, toggle states, AppStorage Three-screen onboarding flow 👉 See it here ❤️ HealthKit Dashboard Starter Kit Pulls real-time data from HealthKit (steps, heart rate, etc.) Clean SwiftUI dashboard layout Great for fitness and wellness MVPs 👉 Explore this kit Each one is a plug-and-play solution — perfect for solo devs or client work. Let me know what SwiftUI kit you'd love to see next! Happy to answer any questions 👇  ( 3 min )
    Mastering Media Queries in CSS – A Beginner’s Guide
    Introduction What is a Media Query? A media query is a CSS technique used to apply styles based on the device's characteristics, like screen width, height, orientation, or resolution. It helps make websites responsive. Syntax of a Media Query @media only screen and (max-width: 600px) { @media is the rule. only screen targets screen devices. (max-width: 600px) means it will apply when the screen is 600px or less. Inside the curly braces, you write the CSS rules that should apply. Common Media Query Breakpoints /* Small devices (phones) */ @media (max-width: 600px) { ... } /* Tablets */ @media (min-width: 601px) and (max-width: 992px) { ... } /* Laptops */ @media (min-width: 993px) and (max-width: 1200px) { ... } /* Desktops */ @media (min-width: 1201px) { ... } These are just examples. You can set custom breakpoints based on your design needs. Why Media Queries Matter Improves user experience across different devices Helps build mobile-friendly websites Allows you to customize layouts for different screen sizes My Practice Example /* Default style */ /* For mobile screens */ @media (max-width: 600px) { This changes the paragraph text size and color on smaller screens. Final Thoughts Learning media queries has helped me understand how to build responsive designs. It’s a simple but powerful tool in CSS that every web developer should master.  ( 3 min )
    C# Concurrency in a nutshell
    In this article, I will briefly discuss the most important aspects of concurrency in C#. A system is said to be concurrent if it can support two or more actions in progress at the same time. A system is said to be parallel if it can support two or more actions executing simultaneously. — The Art of Concurrency book To make breakfast, one person can boil eggs, make tea, and toast bread at the same time. However, they cannot drive to the grocery store and come back simultaneously. To make breakfast and buy groceries in parallel, you need at least two people. A computer with a single CPU and a single thread can perform multiple tasks by quickly switching between them. However, to work on multiple jobs simultaneously, multiple threads are required. Each thread acts as a separate worker, allowi…  ( 6 min )
    How Core Java Helped Me Understand the MERN Stack Better
    Introduction When I first started my journey as a MERN stack developer, I saw JavaScript and its ecosystem as a whole new world — dynamic, event-driven, and surprisingly flexible. However, having a solid background in Core Java gave me a foundation that turned out to be incredibly valuable, even if the syntax and paradigms seemed worlds apart at first. In this blog, I’ll share my personal experience of how mastering Core Java concepts like multithreading, memory management, and object-oriented principles helped me become a better MERN developer. I’ll dive into how these Java fundamentals sharpened my understanding of backend architecture, asynchronous programming in Node.js, and even front-end design thinking. Java, with its strict object-oriented programming (OOP) approach, teaches you …  ( 4 min )
    How to Install Qwen3-32B-GGUF Locally?
    Qwen3-32B is a powerful and thoughtful language model designed to handle everything from casual chats to deep reasoning. It shines in areas like solving logic puzzles, writing stories, walking through math problems step by step, and even following complex instructions over long conversations. What sets it apart is its ability to switch modes — it can think carefully when needed or keep things light and efficient during everyday conversations. It also understands over a hundred languages and can switch between them smoothly. This version comes in the GGUF format, which means it’s easy to run efficiently on a well-configured system without needing complicated setups. Whether you’re building tools, writing creative content, or exploring new ideas, Qwen3-32B is ready to help — and it does it w…  ( 5 min )
    NuralTone Theme
    Just launched my new VS Code theme: NeuralTone Theme 🎨 A dopaminergic dark theme focused on deep coding. 👉 https://marketplace.visualstudio.com/items?itemName=KaioDutra.neural-tone-theme vscode #themes  ( 3 min )
    📦 Stock Management System Project in Java (with Source Code)
    If you’re a Java learner, student, or someone interested in desktop application development, the Stock Management System Project in Java is an ideal project for you. It’s practical, easy to understand, and gives you real-world experience with Java, MySQL, and GUI applications. 🧾 What Is the Stock Management System Project? You can find the full project and source code here: Stock Management System in Java – Download Project 🔧 Features of the Project Stock Management Add companies (e.g., Samsung, LG) Create subcategories (e.g., Refrigerators, Washing Machines) Add products with name, price, and quantity View and update product information Billing System Generate bills by adding customer and product details View bills by date or customer Employee Management Add employees with name, role, and contact info View and manage employee details Create login accounts with Manager or Employee roles 💻 Technology Stack Database: MySQL GUI: Java Swing (NetBeans IDE recommended) Connectivity: JDBC (Java Database Connectivity) 🎓 Who Is This Project For? B.Tech / BCA / MCA students Java beginners working on CRUD applications Developers building inventory or billing software Anyone preparing for software demos or portfolio projects 📥 What You Get with the Download Full Java source code MySQL database files Setup instructions Free remote installation support 30-day money-back guarantee 💸 Price: ₹1499 (discounted from ₹2998) 👉 Get it here 💬 Final Thoughts Whether you’re preparing for an academic submission or just want to create something meaningful, this project has everything you need. 👉 Download now and start building: https://projectsforeveryone.com/project/stock-management-system-project-in-java-source-code/  ( 3 min )
    My Journey Through Python Virtual Environments
    Since I started programming in Python, I have been fine using its standard library tool ‘venv’ for all of my work. You can create a venv like this: Python -m venv In the Python ecosystem, there are 4 famous tools for creating virtual environments: Standard library venv Virtualenv package Pipenv Conda environments I don’t want to go into depth about the differences between these tools; you can find useful compression articles for any of these tools against another one. For example this StackOverFlow thread A while ago, I started working on the project with 3 Python versions, 2.7 / 3.3 / 3.8. My main concern was using different python versions, install, switch and create venv for them as straightforward as it’s possible. Unfortunately, my favorite tool ‘standard library venv’ do…  ( 4 min )
    Open MultiScene360 Dataset: Multi-Camera Resource for Generative Vision AI
    We're excited to introduce the MultiScene360 Dataset, a groundbreaking real-world multi-camera video dataset specifically designed for generative vision AI applications. Inspired by cutting-edge research in multi-view video understanding, including insights from the ReCAMM (Real-time Camera Motion Modeling) project, this dataset fills a critical gap in multi-perspective visual data for AI training. Download the MultiScene360 Dataset Now Next-Gen Video Generation & View Synthesis The MultiScene360 Dataset provides the essential building blocks for training models in neural rendering and novel view synthesis. With four synchronized camera views per scene (soon expanding to 6-8 views), researchers can develop models that: Generate smooth camera movements between fixed viewpoints Create con…  ( 4 min )
    Optimizing scopes data in ArkScript VM
    If you don't know me yet, I have been working on ArkScript for nearly 6 years now. ArkScript is a scripting language in modern C++, running on a custom virtual machine (like Python or Lua), with the goal of having a syntax easy to learn and use, a C++ interface to embed it in programs, and decent performances (without trying to be as fast as Lua though, Mike Pall is a genius and did outstanding work on LuaJIT). A silly question that you shouldn't care about, unless the perceived slowness of the language is becoming a problem. Recently, I added more benchmarks to the language, and I was quite astonished to see that it was 1.5 times slower than Python on such a simple benchmark: (mut collection []) (mut i 0) (while (< i 1000000) { (append! collection i) (set i (+ i 1)) }) (mut sum 0) (s…  ( 10 min )
    Construindo Apps Local-First com Legend State no React Native
    Se você quiser ir direto para o código, esse repositório aqui tá contendo uma API e um app com Expo que implementam tudo que falei nesse artigo: Local-First é um conceito super popular no desenvolvimento de aplicações modernas que oferece uma ótima experiência para o usuário. Na prática, é um conceito bem direto: todas as ações são "cacheadas" localmente antes de serem sincronizadas com o backend, permitindo que o app funcione mesmo offline. Implementar traz alguns desafios bem específicos: Como monitorar o status de conectividade do usuário que fica mudando o tempo todo? Como disparar a sincronização com o backend quando voltar online? Vou precisar fazer todo esse gerenciamento do zero no meu projeto? Felizmente, existem diversas soluções que facilitam a implementação do Local-First em di…  ( 7 min )
    A Comparative Analysis of C# PDF Libraries for.NET Developers
    I. Executive Summary Purpose of the Report: This report provides an in-depth comparative analysis of six leading C# PDF libraries, encompassing three commercial options (IronPDF, iText 7, Aspose.PDF for .NET) and three open-source alternatives (PuppeteerSharp, PDFsharp, QuestPDF). The evaluation is tailored for .NET developers, technical leads, and solution architects, aiming to furnish them with practical insights and extensive C# code examples. This information is intended to facilitate an informed selection of the most suitable library for diverse project requirements in the 2024-2025 timeframe, ensuring that development teams can choose the best tool for their specific needs. The landscape of C# PDF libraries presents a variety of solutions, each with distinct strengths that cater t…  ( 49 min )
    Programming language of the future Part 5: Data and Ownership
    A large part of state management is data management - who owns data? How are limits kept track of? How is data allocated and destroyed? Our system has objects transparently migrating from server to server, so pointers are not an option - we have references instead. References can become invalid if the referenced object is destroyed, which leaves us with two options. Guarantee at the compiler and runtime level that all references remain valid while used, through lifetime tracking and the borrow checker, or force the programmer to handle the case of an invalid reference on every access. The latter is easier, if we introduce "owning references", which there can be only one of, and that are always valid. In fact, when an object is just declared as a field of another object - that's an owned re…  ( 5 min )
    Tutorial Lengkap Menggunakan Git Rebase
    Git adalah salah satu sistem kontrol versi yang paling populer di dunia pengembangan perangkat lunak. Salah satu fitur yang sering kali membingungkan tetapi sangat berguna dalam Git adalah rebase. Dalam tutorial ini, kita akan mempelajari secara mendalam tentang Git rebase, cara menggunakannya dengan benar, dan praktik terbaik yang harus diikuti. Git rebase adalah perintah yang memungkinkan Anda mengubah sejarah commit dengan memindahkan, menggabungkan, atau memodifikasi rangkaian commit yang ada. Secara sederhana, rebase mengambil satu cabang dan "menempatkannya kembali" di atas cabang lainnya. Perintah git rebase memiliki fungsi yang mirip dengan git merge, keduanya dirancang untuk mengintegrasikan perubahan dari satu cabang ke cabang lainnya. Namun, keduanya melakukannya dengan cara yan…  ( 6 min )
    How The JavaScript Event Loop Handles Asynchronous Code Execution
    Ever wondered how JavaScript can fetch data from an API, wait for a timeout, and respond to user clicks, all without freezing your browser? It's not magic, it's the event loop. Even though JavaScript runs on a single thread, it handles multiple operations seamlessly using a clever system of background tasks, queues, and scheduling. Before we dive into how the event loop keeps things running smoothly, let’s break down the key components that make JavaScript’s async behaviour possible. Call Stack: Web APIs / Node APIs: These are provided by the browser or Node.js, things like setTimeout, fetch, DOM events, etc. They run asynchronously outside the main thread. Task Queue: After a Web API finishes (like a setTimeout), it sends the callback to the Task Queue. Microtask Queue: For things like Pr…  ( 4 min )
    One-Click Deployment of HarmonyOS 5 HSP and HAP Files: Script Analysis
    One-Click Deployment of HarmonyOS 5 HSP and HAP Files: Script Analysis During HarmonyOS 5 application development and testing, frequent installation and update of test packages are common needs. This article introduces how to use an automated batch script (install_v1.0.1.bat) to quickly uninstall, install, and launch HarmonyOS 5 applications, significantly improving development and testing efficiency. The script achieves the following functions: Dynamic Package Name Reading: Supports automatic package name retrieval from a configuration file (config.txt) or manual input. Automatic Uninstallation of Old Versions: Cleans up old applications via the hdc uninstall command. Batch Installation of HSP Files: Scans all .hsp files (Harmony Shared Packages) in the current directory and installs th…  ( 5 min )
    📘 Ultimate Guide to Download Coder Army System Design Notes for Free
    📘 Ultimate Guide to Download Coder Army System Design Notes for Free If you're an aspiring software engineer or preparing for tech interviews, mastering system design is crucial. The Coder Army System Design Notes are a comprehensive resource to help you understand complex system design concepts. In this guide, we'll explore how to download these notes, what they cover, and answer some frequently asked questions.(GitHub) Download Now 📥 How to Download Coder Army System Design Notes The Coder Army System Design Notes are available for free download in PDF format on various platforms. These notes are designed to provide in-depth knowledge of system design principles, architectural concepts, and scalability considerations.(Scribd, GitHub) The notes cover a wide range of topic…  ( 4 min )
    5 Best Free Reverse Proxy Solutions for 2025
    As web applications grow increasingly complex and security threats evolve, having a reliable reverse proxy is more important than ever. A reverse proxy not only optimizes traffic flow and load balancing but also enhances security by acting as a shield between clients and backend servers. In 2025, these are the top 5 free reverse proxy solutions you should consider, especially if you want to combine high performance with strong security features. Best for: Comprehensive Web Security and Attack Mitigation SafeLine stands out as a powerful reverse proxy integrated with a cutting-edge Web Application Firewall (WAF). It protects your web services from a wide range of attacks such as SQL injection, Cross-Site Scripting (XSS), and CC (Challenge Collapsar) attacks, making it an excellent choice f…  ( 4 min )
    Perfection Is Not Adding More, It’s Removing What’s Unnecessary—The Story of Elm
    Introduction Elm is a fascinating anomaly in the world of programming languages. While most languages evolve by adding features, Elm has taken the opposite approach—removing unnecessary complexity while maintaining its practicality for large-scale projects. This philosophy has made Elm one of the most stable, predictable, and enjoyable languages to work with. Unlike other languages that continuously introduce new syntax and bloated standard libraries, Elm has remained lean and focused, proving that simplicity is a strength rather than a limitation. In this post, we’ll explore the history of Elm, its philosophy of feature removal, and how this approach has contributed to its longevity and reliability. We’ll also highlight real-world projects that have successfully used Elm and examine s…  ( 6 min )
    ERC-4337’s Updated Developer Guide for AA, Ethereum Activates Pectra, Circle’s Gasless Transactions, DeFi Wallets vs AI Agents
    We are welcoming you to our weekly digest! Here, we discuss the latest trends and advancements in account abstraction, chain abstraction and everything related, as well as bring some insights from Etherspot’s kitchen. The latest news we’ll cover: Ethereum Activates Pectra Upgrade Circle Enables Gasless USDC Transactions with Pectra Tether’s Wallet Development Kit Aims to Power 1 Trillion Non-Custodial Wallets ERC-4337’s Updated Developer Guide for Account Abstraction DeFi Wallets Need Programmable Guardrails to Contain AI Agents Please fasten your belts! Ethereum Foundation has activated the Pectra upgrade on May 7, 2025, raising the maximum amount that can be staked by a single validator from 32 ETH to 2,048 ETH to streamline staking operations. The hard fork, triggered at 10:05 UTC and f…  ( 6 min )
    A2A vs MCP vs AG-UI
    Introduction As AI agent technology rapidly develops, standardizing communication protocols for different scenarios has become a key industry requirement. This report aims to analyze the characteristics of the AG-UI protocol and its relationship with MCP and A2A protocols. AG-UI, as an emerging open-source protocol, focuses on solving communication problems between AI agents and frontend applications, forming a complementary relationship with existing MCP (Model Context Protocol) and A2A (Agent-to-Agent) protocols, collectively building a complete AI agent communication ecosystem. Definition and Objectives: AG-UI (Agent-User Interaction Protocol) is an open, lightweight, event-based protocol designed to standardize communication between AI agents and frontend applications. As stated in …  ( 5 min )
    The Unseen Walls: My View from the YouTube Sidelines
    "Honest disagreement is often a good sign of progress." - Mahatma Gandhi. I saw that quote the other day, and it sort of lodged itself in my brain. I’m a pretty heavy YouTube consumer – it’s where I get news, learn stuff, find entertainment, the whole nine yards. And lately, watching hours of content, I’ve started to notice something… a kind of invisible wall that seems to go up around certain creators. You know how it is. You find a creator you vibe with. Their takes are fresh, or funny, or they just explain things in a way that clicks. So you subscribe, hit the bell, all that. And then you scroll down to the comments. And often, especially with more established channels, it's just… a sea of agreement. Pure affirmation. "You're so right!" "This is exactly what I was thinking!" "Best chann…  ( 5 min )
    Enhance Web App Security with OAuth 2.0 and JWT: A Developer's Guide
    Modern web applications are prime targets for cyberattacks. To protect your users and data, implementing OAuth 2.0 and JWT is a must. ✅ How OAuth 2.0 Works: Delegates authorization safely using access tokens instead of credentials. 1) Building RESTful APIs 📘 Check out the complete article here  ( 3 min )
    Ethereum’s Technicals Suggest Further Upside, Analysts Predict $2,750–$2,900 by Month End
    Ethereum’s Bullish Momentum Continues Ethereum (ETH) entered mid-May 2025 with remarkable strength, surging from around $1,800 at the start of the month to trade near $2,625 as of May 14. This impressive rally, marked by a more than 45% gain in just two weeks, has been underpinned by robust technical signals and renewed investor confidence. Technical analysis reveals that Ethereum is trading well above its key moving averages, with the 20-day Exponential Moving Average (EMA) providing dynamic support around $2,517. The Moving Average Convergence Divergence (MACD) indicator shows a bullish crossover, and the Relative Strength Index (RSI) is at 77, indicating overbought conditions but also sustained buying pressure. Additionally, trading volumes have surged, confirming genuine buying inte…  ( 4 min )
    JavaScript in the Browser: Understanding and Manipulating the Document Object Model (DOM)
    Javascript is one of the core technologies of the World Wide Web, alongside HTML and CSS.It's a high-level programming language used to add interactivity to web pages.Before JavaScript, webpages were static — they displayed content and provided hyperlinks which enabled the user to navigate through the Web, but offered little in terms of user interaction or dynamic behaviour.JavaScript changed this by enabling developers to create dynamic, responsive web experiences, allowing real-time content updates, interactive forms, and engaging user interfaces directly in the browser. Each web browser has its own JavaScript engine that interprets and executes JavaScript code, converting it into machine language to run on the computer's hardware.This javascript engine plays a pivotal role in providing …  ( 6 min )
    Protect Your Web App in 2025: 7 OAuth & JWT Hacks You Wish You Knew Yesterday
    Web apps are under siege in 2025. Cybercriminals are more sophisticated, APIs are under constant attack, and traditional authentication methods like session cookies or static API keys just don’t cut it anymore. According to Verizon’s 2023 Data Breach Investigations Report, 74% of breaches involved the human element—including social engineering, errors, and misuse of credentials. That means the majority of attacks could have been mitigated with stronger access controls and token-based authentication. OAuth 2.0 and JWT (JSON Web Tokens) are the unsung heroes behind today’s most secure apps. If you’re not using them—or using them wrong—this blog is your wake-up call. Here are 7 security hacks with OAuth & JWT that can instantly elevate your app’s protection. 1. Short-Lived Tokens + Rotation…  ( 5 min )
    HarmonyOS Overview
    HarmonyOS Knowledge Overview This content will take you to the HarmonyOS operating system in one minute and learn about the basics of HarmonyOS. Click the link to go to Huawei official website to learn the original video course:  ( 2 min )
    What It Really Means to Be a Self-Taught Developer in 2025
    GM Devs “Wait… you didn’t go to a college for Computer Science?” Welcome to the world of self-taught developers where the internet is your best friend, Stack Overflow is your university, and YouTube tutorials are your lectures. In 2025, being a self-taught developer doesn’t make you “less than.” greatest strength. Let’s talk about what it really looks like, what to expect, and why it’s more valid than ever. 🎢 1. It’s Not a Shortcut, It’s Just a Different Path figure-it-out-yourself route. The trial-by-fire route. Jump between tutorials trying to find the “right one.” Break things (and not know why). Google error messages for hours. Have imposter syndrome (yes, even after landing your first job). But you’ll also: Build real projects from scratch. Learn how to learn (which is your most powe…  ( 5 min )
    Goodbye Sails.js — Thanks for the Ride
    In 2025, we finally made the call — Sails.js is out of our stack. We tried hard to keep Sails alive. We added TypeScript, wrote custom types, wrapped controllers, hacked the models, and even considered forking it to modernize the whole thing. But the deeper we went, the more obvious it became — the foundation just isn't made for today. Outdated patterns, broken dependencies, Docker images with critical vulnerabilities... The project is barely maintained — just version bumps for security. It’s no longer a tool for modern development. Our main project today is RestoApp — an open-source platform for restaurants, food delivery, and retail. A big part of it is the admin panel. Originally, we started from sails-hook-adminpanel by Kostya Zolotaryov — and we’re genuinely thankful to him for that. It gave us a solid starting point. Over 8 years, we evolved it a lot — changed frontend stacks multiple times — and today, it’s become a fully independent, configurable, and open-source admin system. No longer tied to Sails, no specific ORM, no locked-in logic. Just a single config file — and it works. Meet Adminizer 📌 What’s next? So yeah — this is our goodbye to Sails. Now — we move forward.  ( 3 min )
    Exploring Amazon Redshift System Tables: A Guide to Key Queries
    Amazon Redshift is a powerful data warehouse solution, and its system tables (stl_*, svl_*, and svv_*) provide a treasure trove of metadata and performance insights. Whether you're troubleshooting query performance, auditing user activity, or optimizing workload management, these system tables are your go-to tools. In this blog, we’ll dive into eight essential Redshift system table queries, explaining what they do, why they’re useful, and when to use them. Let’s get started! Query: SELECT * FROM svv_table_info WHERE "table" = ' '; What It Does: This query retrieves detailed metadata about a specific table, in this case, , from the svv_table_info system view. Why It’s Useful: Provides insights into table properties like size (in MB), row count, distribution style, a…  ( 6 min )
    Agile Web Development Methodologies: How Scrum and Kanban Revolutionized Our Projects
    "We had the talent. So why were we always behind?" That's when we discovered Agile methodologies - and everything changed. This post is a description of how Scrum and Kanban helped us revolutionize our workflow, and how you can use these frameworks within your web development process, whether you're part of a startup or a large tech team. What is Agile, and Why Should I Care? Traditional "waterfall" methodologies assume requirements don't change and delivery happens at the end. But in web development, anything goes: user needs, features, even entire platforms. Agile embraces this uncertainty. Instead of fixed plans, you focus on ongoing improvement and quick feedback loops. Two of the most popular frameworks within Agile are: Scrum: Works in time-boxed cycles known as sprints (usually 1–2 …  ( 5 min )
    Automation 101 with Google Apps Script
    Last year, while I was interning at Hordanso LLC, my manager asked me to learn Google Apps Script. I had never heard of it before or experienced its capabilities, as my primary stack has always been Flutter. Fast forward a year later, a friend mentioned that he wanted to send auto-generated emails in response to forms filled out by his users. I decided to look into how this could be done and discovered the easiest automation tool for the job—Google Apps Script. I decided to play around with it and document my learnings. In this first course, we will be learning the following: Introduction to Google Apps Script. How to Open the Script Editor in Google Sheets, Docs, or Forms. Understanding the Script Editor Interface Your First Script: Hello World How to Run a Script and View Logs What is Go…  ( 7 min )
    Stripe Payment Element: Restrict to “Card Only” and Show Saved Payment Methods (Undocumented Edge Case)
    Problem: Saved tab for logged-in users with saved payment methods. restrict the Payment Element to “card” only (no ACH, no Link, etc.) and show the user’s saved cards, Stripe doesn’t officially document how to do it. The issue: Using a SetupIntent with payment_method_types: ['card'] restricts to card, but the Saved tab won’t appear. Using a CustomerSession enables the Saved tab, but it shows all your enabled payment methods, not just cards. Create a SetupIntent for your customer with payment_method_types: ['card']. Also create a CustomerSession for that customer. Initialize the Payment Element with both the SetupIntent’s clientSecret and the CustomerSession’s customerSessionClientSecret. Result: Only “Card” is available for new payment methods. The Saved tab appears with any saved cards. R…  ( 4 min )
    🚀 Powering Innovation The Future of Hysteresis Brakes Dynamometers and Motor Testing Systems
    In the ever-evolving world of industrial automation and precision engineering, the demand for reliable, efficient, and adaptable testing solutions has never been higher. At the heart of this revolution lie technologies like hysteresis brakes, hysteresis dynamometers, hysteresis clutches, and advanced motor test systems—tools that are redefining how industries validate performance, optimize efficiency, and push the boundaries of innovation. Hysteresis brakes are the unsung heroes of torque control applications. Unlike traditional friction-based brakes, hysteresis brakes operate without physical contact, leveraging magnetic fields to generate precise, smooth, and consistent braking torque. This non-contact mechanism eliminates wear and tear, ensuring longevity and minimal maintenance—a game…  ( 5 min )
    Coming Soon: Dozer’s Fighting Tower (Built in Vanilla JavaScript)
    I've been building a new browser-based game for my portfolio site, and it's almost ready to go live: It’s built entirely in vanilla JavaScript with HTML5 Canvas, and designed to run seamlessly across desktop and mobile with: Responsive touch controls Modal-based game loading Hash-based routing for fast navigation Clean pixel art + retro game logic The goal? Create something fun, compact, and easily embeddable—while leveling up my site’s interactivity and performance along the way. You’ll be able to play it soon on formant.ca. Thanks for checking it out—more dev logs and writeups to come after launch!  ( 3 min )
    🚀 Revolutionizing Precision The Future of Hysteresis Brakes Dynamometers and Motor Testing Systems
    In the ever-evolving landscape of industrial innovation, the demand for accuracy, durability, and efficiency has never been higher. At the heart of this transformation lie advanced technologies like hysteresis brakes, hysteresis dynamometers, hysteresis clutches, and integrated motor test systems. These solutions are not just tools—they are the backbone of industries ranging from automotive engineering to renewable energy development. Let’s explore how these technologies are reshaping the future. Hysteresis brakes operate on a principle as elegant as it is effective: the use of magnetic hysteresis to generate torque without physical contact. Unlike traditional friction-based brakes, hysteresis brakes eliminate wear and tear, offering unparalleled longevity. Filament tension control to del…  ( 5 min )
    Django Proxy Models: The Secret Weapon for Cleaner, Simpler Code
    We store data to record the state: A password change, an order made, an order delivered and etc. Such things can be seen as stand-alone events or, in many cases, they are part of a step in a process. And, it's common to see those things be chucked into a single table. All those columns can result in models that bloat to 1000s of lines. When looking at a model like that, you may have an urge to group all columns and methods to make sense of what is going on. It's tiring enough doing it once, but it becomes a bigger issue when you and others have to go through the same process each time. In situations like this, proxy models can become invaluable! They can enable you to split columns in models into targeted sections. In this article, I will: Share the basics of what proxy models are Why sho…  ( 5 min )
    With SPL, It Seems We Don’t Need ORM Anymore
    ORM technology indeed simplifies basic CRUD operations, but it also has many limitations when dealing with complex calculations. Hibernate’s HQL is notably inadequate, making it difficult to implement dynamic column calculations and multi-layer associations. While JOOQ improves flexibility through its DSL, its grouping calculations require multi-layer nesting, leading to more verbose code than native SQL. esProc SPL is like a “plug-in” for data computation! To write a multi-layer JOIN based on dynamic conditions, you had to use chain calls in Java for half an hour with JOOQ. Now you can implement this in just a few lines of SPL script, and its syntax is more intuitive than SQL. For example, calculating ‘top 3 sales by department’, which even requires nesting in SQL: SELECT dept, name FROM …  ( 5 min )
    Astro Internalization With Dynamic Routing
    Table of Contents Built With Project Structure Translation Files Set Language Endpoint Language Middleware Disable Prerendering Add Dynamic Routing Add Components Call Set Language Endpoint Final Resources GitHub Link This project demonstrates an alternative approach to internationalization in Astro using dynamic routing and cookies. While disabling prerendering is not generally recommended, it is necessary on pages that rely on cookies for language detection. This method also doesn't prevent use of alternative translation methods. You can also check libraries like astro-i18next, paraglide. (back to top) Astro Vue (Optional) (back to top) First lets start with configuration. We have to define i18n settings. I used Turkish and English languages for my project and default locale for my webs…  ( 6 min )
    The Value of Choosing the Right Dynamics 365 Implementation Partner
    In today’s digital-first world, businesses aren’t just adopting technology, they’re relying on it to survive and thrive. Microsoft Dynamics 365, with its suite of powerful ERP and CRM tools, is one of the leading platforms helping organizations streamline operations, gain visibility, and make data-driven decisions. But here’s a truth many companies overlook: the success of a Dynamics 365 project doesn’t just depend on the software itself; it depends heavily on the implementation partner you choose. Let’s be honest. Implementing a system like Dynamics 365 is no small task. It involves change management, deep process understanding, data migration, user training, and long-term support. Without the right guidance, even the best technology can fail to deliver results. This is where a specialize…  ( 5 min )
    The Psychology of Brand Loyalty: What Makes Customers Stick?
    Brand loyalty is a powerful and vital force in the consumer marketplace, influencing both business strategies and customer behaviors. It refers to a consumer’s deep, enduring preference for a particular brand, often leading to repeat purchases and positive word-of-mouth. Understanding the psychology behind brand loyalty goes beyond just recognizing habitual buying; it involves delving into the emotional, cognitive, and social factors that make customers stick to a brand over time. For businesses, brand loyalty is not only a reflection of consumer satisfaction but a critical element for long-term success. Companies that successfully tap into the psychological triggers of loyalty enjoy increased customer retention, higher lifetime value, and a competitive advantage in their industries. Th…  ( 9 min )
    We Don’t Need More Apps -We Need Better Ones
    Let’s cut the crap. In 2025, the app stores are drowning in clones, crypto wallets with 2 screens, habit trackers built in 4 hours, and yet another to-do list app that looks like it was spat out of a UI template generator. We’re not short on apps. We’re short on quality. On soul. On effing intention. Yeah, I said it. We’re shipping MVPs without asking: Who is this for? Why does this matter? Would I even use this more than once? Half the time, apps today feel like the digital equivalent of a sticky note: quick, forgettable, and destined for the trash. You’ve got a killer stack. You’re running Next.js, Firebase, Tailwind, Gemini APIs, and some fancy prompt-chaining wizardry. Just because you can ship it in 2 days doesn’t mean you should. Real talk: The app store doesn’t need another crypto portfolio tracker. No one is asking for your AI-based meditation timer with 17 onboarding screens. We do not need another damn social app that starts with “Hey! What’s your vibe today?” We need apps that solve real pain. That stick. That respects users' time. Want to Stand Out? Do This Instead. Focus on flow, not just features. Ask real users what sucks in their life-solve that. UX is king. API is queen. AI is the court jester- use it wisely. Don’t chase hype. Chase use. Tools That Help You Build Better nativebridge.io - a platform that lets you preview, test, and iterate your mobile apps instantly. Stop shipping apps just to fill your portfolio. Start thinking like a creator. Not a coder. Your turn. What’s the worst “why does this exist” app you’ve seen lately? Let’s talk.  ( 4 min )
    Implementing LDAP Authentication in ASP.NET Core and ASP.NET Zero
    Introduction This library provides the necessary tools to connect to an LDAP server and perform authentication. { "LdapSettings": { "Server": "ldap://your-ldap-server:389", "BaseDn": "DC=yourdomain,DC=com", "BindDn": "CN=admin,DC=yourdomain,DC=com", "BindPassword": "your-admin-password", "SearchFilter": "(sAMAccountName={0})" } } Server: The LDAP server address. Step 3: Create an LDAP Authentication Service using Novell.Directory.Ldap; using Microsoft.Extensions.Configuration; using System; public class LdapAuthenticationService { private readonly IConfiguration _configuration; public LdapAuthenticationService(IConfiguration configuration) { _configuration = configuration; } public bool Authenticate(string username, string password) …  ( 6 min )
    Locking Down the Box: A Comprehensive Guide to Container Security Evaluation and Hardening
    Containers are the backbone of modern cloud-native applications, but their security can’t be an afterthought. This article dives into the critical importance of container security evaluation, actionable steps to assess risks, strategies to minimize vulnerabilities, and best practices to build hardened, trustworthy container images.   Why Container Security Evaluation Matters   Containers encapsulate applications and their dependencies, offering portability and scalability. However, their ephemeral nature and reliance on shared resources introduce risks. A single vulnerable container can compromise an entire cluster, leading to data breaches, service disruptions, or compliance violations. Attackers often exploit misconfigured images, outdated software, or excessive privileges. Evaluating …  ( 5 min )
    Real-Time Threat Modeling with AI? This Open-Source WAF Does It.
    Cyberattacks are becoming a daily occurrence—is your web app still running unprotected? Traditional WAFs (Web Application Firewalls) rely on outdated signature libraries that are slow to update and often miss the mark, acting like Schrödinger’s cat of false positives and missed threats. That’s where SafeLine WAF steps in. Backed by semantic analysis + AI, it rewrites the rules of defense: detecting threats via behavior modeling instead of static patterns, catching malicious activity at the API level before it reaches your app. Open-sourced by Chaitin Tech, SafeLine is fast becoming a trendsetter in next-gen WAFs on GitHub. While researching WAF products, I found SafeLine to be incredibly powerful and beginner-friendly. Here’s a hands-on walkthrough. The latest release of SafeLine focuses …  ( 4 min )
    Uniapp Development Tutorial for HarmonyOS Shopping Application - Product List
    Today, we are still going to share a series of tutorials on cross-platform development of HarmonyOS applications using uniapp. What we are going to do today is to implement the product list on the home page. The effect diagram is as follows: const goodsTypeList = ref([ {'image':'/static/潮服.jpeg','name':'潮牌运配'}, {'image':'/static/沉香木雕.jpeg','name':'工艺珍品'}, {'image':'/static/彩妆.jpeg','name':'美妆个护'}, {'image':'/static/男鞋.jpeg','name':'轻奢名品'}, {'image':'/static/雕刻.jpeg','name':'水墨雕刻'}, {'image':'/static/核桃.jpeg','name':'文玩收藏'}, {'image':'/static/翡翠.jpeg','name':'珠宝玉翠'}, {'image':'/static/汝窑.jpeg','name':'紫砂陶艺'}, ]) Content section <image :src="item.image" style="width: 100%;he…  ( 4 min )
    💻 40 Full-Stack Interview Questions Every Developer Should Prepare in 2025 🔥
    Whether you're a fresh graduate 🎓 or an experienced engineer 👨🏻‍💻 gearing up for your next big opportunity, mastering both frontend and backend concepts is essential. Here's your ultimate 2025 guide to Full-Stack Interview Questions with clear and concise answers. In the frontend world, recruiters look for your understanding of UI/UX principles, JavaScript logic, and the ability to build responsive, scalable interfaces. These questions cover everything from fundamental web standards (HTML/CSS) to powerful libraries like React, preparing you for both technical interviews and real-world development. id and class in HTML? A solid understanding of HTML structure is fundamental for creating well-organized, styled, and accessible web pages. This question tests your grasp of how elements ar…  ( 12 min )
    100DaysOfCode — Day 20
    Day 20: Setting up dev environment for my weather app. Starting with some new protocols to get my head around. Have fun today!  ( 3 min )
    [Boost]
    🌩️ Cloud Databases and Data Management 📊 Madhurima Rawat ・ May 16 #cloud #database #tutorial #docker  ( 2 min )
    🚀 Boosting Page Load Times: Practical Strategies for a Faster Website
    No one likes a slow website. Whether it’s a potential customer, a returning user, or a search engine bot, speed matters. Page load time plays a massive role in how users experience your site and how search engines rank it. If your site takes too long to load, people bounce, engagement drops, and your SEO takes a hit. In this post, we’ll go over practical and effective ways to speed things up. I’ve grouped the techniques into three buckets: network optimisations, resource optimisations, and server optimisations (we’ll save the last for the next post). Each section walks through real examples, useful tools, and smart strategies to get your pages loading faster. Original Post: https://devsmitra.medium.com/fast-faster-fastest-how-to-make-your-pages-load-lightning-quick-767351e548e4 This is oft…  ( 6 min )
    [Boost]
    How to customize page Titles and Headings in Filament Resources yebor974 for Filament Mastery ・ May 15 #filament #laravel #php #webdev  ( 2 min )
    SQL Made Easy: A Tutorial for Beginners
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    Unveiling Open CASCADE Technology Public License 6.6: A Holistic Exploration of Open Source Fair Code Licensing
    Abstract: This post provides a comprehensive exploration of the Open CASCADE Technology Public License 6.6 (OCTPL 6.6), a robust open source and fair code license designed for sustainable software development. We discuss the license’s origins, core principles, comparative features, practical use cases, challenges, and future prospects. With technical clarity and accessible language, this article integrates detailed analyses, tables, and bullet lists to aid both developers and decision-makers in navigating the evolving landscape of open source licensing. For a deeper dive into OCTPL 6.6, read the original article. The world of open source and fair code licensing is evolving rapidly. New licenses emerge with well-crafted clauses designed not only to protect code but also to guard the rights…  ( 9 min )
    Why AI Workflows Are the Future of Business Automation
    Automation Isn’t Enough Anymore For decades, business automation has been a reliable tool for improving efficiency, moving emails, copying data, and sending alerts. But today’s business environment is faster, more data-driven, and increasingly unpredictable. Traditional rule-based automation is struggling to keep up. Traditional automation tools like Zapier, Make, and basic RPA (Robotic Process Automation) platforms helped companies automate repetitive tasks. These systems operate on "if-this-then-that" logic. However, they have significant limitations: Lack of Adaptability: Even small deviations, like a changed email format, can cause failures. No Contextual Understanding: They cannot interpret unstructured data, sentiment, or nuance. Constant Maintenance: Business process changes requi…  ( 6 min )
    The Key Role of Rotating Proxy Networks in Big Data Scraping and Analysis
    In today's data-driven world, the ability to gather and analyze large volumes of information from various online sources is crucial for businesses and researchers. However, effective data scraping and analysis require sophisticated techniques, one of which is the use of rotating proxy networks. This article explores the significance of rotating proxies in big data scraping and analysis. Understanding Rotating Proxies Enhanced Anonymity Bypassing Rate Limits Accessing Geo-Restricted Content Improved Success Rates of Data Collection Choosing the Right Rotating Proxy Service Size of IP Pool: A larger pool of IP addresses provides better rotation options and reduces the chances of hitting rate limits. IP2World Conclusion Rotating proxy networks play a crucial role in the success of big data scraping and analysis. By providing enhanced anonymity, bypassing rate limits, accessing geo-restricted content, and improving the success rates of data collection, rotating proxies are indispensable tools for anyone looking to leverage the power of data. As the demand for data continues to grow, utilizing rotating proxies will remain a key component of effective data scraping strategies.  ( 4 min )
    TimeCraft: Simplifying Time Series Analysis and Automation
    Today is one of those days when I'm really excited! I've just launched TimeCraft, a tool written in Python that integrates time series analysis, database connections, and task automation into a single package. If you're looking for agility and flexibility for your data projects, come and see what I've created! During recent projects, I realized that integrating forecasting models, querying databases, and automating workflows could become a challenge – especially if each of these functions were isolated in different tools. That's when TimeCraft was born: to simplify complex tasks and provide an integrated experience, without sacrificing robustness and good programming practices. TimeCraft was developed with a focus on: Time Series Analysis: Robust scripts for modeling, forecasting, and eval…  ( 5 min )
    Golang Project Level 0
    Overview This repository contains a Golang project that [briefly describe what your project does]. Before you begin, ensure you have the following installed: Go (version 1.16 or later recommended) Git Initialize a new Go module mkdir my-golang-project cd my-golang-project go mod init github.com/yourusername/my-golang-project Create basic project structure mkdir -p cmd/app mkdir -p internal/pkg mkdir -p api touch cmd/app/main.go Add a simple Hello World program In cmd/app/main.go: package main import "fmt" func main() { fmt.Println("Hello, Golang!") } Test your application go run cmd/app/main.go Initialize Git repository git init Create a .gitignore file touch .gitignore Add common Go entries to .gitignore I…  ( 4 min )
    Python chatbot under 10 lines of code.
    Here is how you can create a #python #chatbot under 10 lines of code leveraging #googleGemini LLM 1 - Hit https://aistudio.google.com/apikey and get yourself an FREE API-KEY  ( 3 min )
    TimeCraft: Simplificando Análise de Séries Temporais e Automação
    Hoje é um daqueles dias em que a empolgação bate forte! Acabo de lançar o TimeCraft, uma ferramenta feita em Python que integra análise de séries temporais, conexão com bancos de dados e automação de tarefas num único pacote. Se você busca agilidade e flexibilidade para seus projetos de dados, venha conhecer o que criei! Durante projetos recentes, percebi que integrar modelos de previsão, efetuar consultas em bancos de dados e automatizar fluxos de trabalho podia se tornar um desafio – especialmente se cada uma dessas funções estivesse isolada em ferramentas diferentes. Foi aí que o TimeCraft nasceu: para simplificar tarefas complexas e proporcionar uma experiência integrada, sem abrir mão da robustez e das boas práticas de programação. O TimeCraft foi desenvolvido com foco em: Análise de …  ( 5 min )
    How I’m Earning $3,000 at 14 While Learning to Build SaaS Products
    Hi! I’m Kostiantyn, a 14-year-old fullstack developer with solid skills in JavaScript and TypeScript. Over the last few months, I’ve earned more than $3,000 working on real projects and freelancing — all before even finishing high school. Mastering JavaScript/TypeScript and Next.js for fast, scalable frontend and backend development. Building simple SaaS projects that solve real problems and bring real income. Learning backend basics with Node.js and NestJS, since this stack is in huge demand. Why I Put Go on Hold I started learning Go because it’s popular for backend and microservices. But quickly realized it doesn’t fit my current goals. Go requires more time to master and lacks the quick feedback loop I get with JavaScript and Node.js. For now, I prioritize skills and tools that help me earn money faster and build complete products. To keep building SaaS products and freelance projects that improve my skills and generate income. Practical experience and fast results are key at my age. I’ll continue focusing on JavaScript, Next.js, and NestJS, then later consider other backend languages like Go or Rust when I’m ready for bigger challenges. Thanks for reading! Feel free to follow my journey and share your own experiences. Let’s grow together. Check out my SaaS project: https://charm-ai.io  ( 3 min )
    Brain4j: Wait, Java Finally Has a Brain?
    Oh, look—Java decided to join the AI party! And no, it’s not just another half-baked wrapper around TensorFlow that makes you question your life choices. Meet Brain4j, a supposedly functional, open-source machine learning framework for Java developers who refuse to switch to Python like sensible people. Hold Up—Java Can Do AI Now? Yes, apparently. While the rest of the world was busy worshipping at the altar of Python and PyTorch, some brave (or stubborn) souls decided: "Hey, what if we made AI in Java without summoning Cthulhu?" And thus, Brain4j was born. "Features" (Because Every Framework Needs a Sales Pitch) Neural Networks That Don’t Require a PhD Feedforward nets? Check. CNNs and RNNs? Sure, why not. Actual documentation? Let’s not get carried away. Classic ML Algo…  ( 4 min )
    React to Vue Conversion with Claude, Gemini, and ChatGPT
    This post covers converting my book reading tracker app from React to Vue using GitHub Copilot Pro in VSCode. Project size: 8 JSX components 8 asset files (TailwindCSS, images) 4 WASM files index.js The app has only 3 screens, so it is quite an uncomplicated project. All online tools offering React to Vue conversion that came up on page one in Google produced unusable garbage. I DO NOT recommend any of these tools: https://tools.w3cub.com/react-to-vue https://www.gitloop.com/tool/react-to-vue https://syntha.ai/converters/react-to-vue https://www.yeschat.ai/gpts-9t557tdtLqi-Code-Transformer-Vue-to-React-and-Vice-Versa https://chatgpt.com/g/g-4TxR4JVBe-react-vue-converter GitHub Copilot is the default AI Chat choice for VSCode. Cursor or Claude Code. If you are new to using Copilot Cha…  ( 4 min )
    Figma Sites, Figma Make, Figma Buzz, Grid, Figma Draw : Everything that Figma announced in Config 2025
    It’s not new to us, UX & Product Designers, that Figma, while announcing new features in its CONFIG event, is slowly trying to be an Everything Tool to build new digital products rather than being only a tool for Design. And deep down our design, marketing, and development team at Smartters is somewhat supportive of this transition. Historically, Figma has focused on and simplified its features which are most necessary for a UI designer and unavailable on other platforms. From Auto Layout, Multi Select, Variables, and Dev mode to FigJam and Figma Slides, every feature is a hit and brings together different teams of a company, boosting the work pace. This year’s CONFIG 2025 is pretty much the same as every year except for the update. It's the biggest update ever made to Figma. With multiple…  ( 7 min )
    How AI is Revolutionizing the Coding Workforce in 2025
    We’re living in a time where coding isn’t just about writing lines of syntax anymore — it’s about collaborating with AI to build smarter, faster, and more efficiently than ever. In 2025, AI is no longer a futuristic concept or a fancy buzzword. It’s a daily developer companion — and it’s changing the game. Originally Published on my Hashnode As someone who’s actively learning and building in this space, I’ve seen firsthand how tools like GitHub Copilot, Amazon CodeWhisperer, and others have transformed the way we approach software development. What used to take hours now takes minutes — and what used to intimidate beginners is now within reach. The Shift: From Manual Coding to AI-Assisted Development Let’s be real — traditional coding can sometimes feel overwhelming. Debugging endless err…  ( 4 min )
    Is React beginner-friendly?
    I originally published this article on my blog here : https://alsohelp.com/blog/is-react-beginner-friendly Notice it's opinionated, you are perfectly allowed to disagree :) Article below : No. It's not. React looks like very appealing for beginners, because each component looks like a brick you can easily (almost physically) manipulate with a very fine granularity. And each component sounds very intuitive. Let's take a basic example, taken from one of my previous project : import { NextSeo } from 'next-seo'; import Navigation from '../components/navigation'; import ScrollToTop from '../components/ScrollToTop'; const About = () => ( ); How good is …  ( 4 min )
    Unveiling MirOS License: A Comprehensive Exploration of Fair Code, Dual Licensing, and Open Source Innovation
    Abstract: This post offers an in-depth exploration of the MirOS License, highlighting its origins, core concepts, applications, challenges, and future directions in the evolving ecosystem of open source licensing and fair code principles. We examine the unique aspects of the MirOS License, compare it with other popular licenses, discuss dual licensing strategies, and explore how blockchain and community governance further reinforce fair developer compensation. Technical yet accessible, this post is designed for developers and researchers eager to understand the significance of fair code within the open source and fair code licensing landscape. For further details, check the Original Article. The landscape of open source licensing has evolved significantly, driven by the need for both inno…  ( 8 min )
    A Look Back at an 8-Year-Old 2D Tank Game
    A Nostalgic Story About 8 years ago, when I was just a kid, I began my coding journey with a school book — you know, the classic QBASIC chapter. I learned about variables, conditional statements, and control flow, writing small programs like basic calculators and whatnot. But then, there was this one section at the end... That single section changed everything. I learned how to draw rectangles, circles, and all kinds of shapes on the screen. And then my brain started buzzing with ideas. You know what’s coming next… my very first game. If you’re a tech person, you’re probably thinking: “Who the hell makes games in QBASIC?” 😅 Well… an innocent 11-year-old me did. I didn’t know how to Google things back then (heck, I barely knew what Google was). But somehow, with a school textbook and sh…  ( 4 min )
    Exploring the Latest JavaScript Features in ESNext
    JavaScript is evolving faster than your npm dependencies can break. ESNext refers to the bleeding-edge features currently proposed or recently added to the ECMAScript spec — and if you're not keeping up, you're falling behind. In this article, we’ll break down some of the most exciting new features landing in modern JavaScript that are already usable in most major runtimes or via transpilers like Babel or TypeScript. await Outside of Async Functions (Top-Level Await) Previously, await could only live inside async functions. That’s history now. const response = await fetch("/api/data"); const data = await response.json(); console.log(data); Top-level await allows cleaner module code, especially for scripts with dynamic imports or data loading. It’s a game-changer for modular design. ⚠️ W…  ( 4 min )
    Spring Security: Lock Down Your APIs
    Introduction: Fortify Your APIs Against Threats What if a single unsecured API could cost your company millions? In 2023, API breaches exposed sensitive data for 60% of organizations, with losses averaging $4.2 million per incident. Spring Security is your shield, locking down Spring Boot APIs to protect user data, ensure compliance, and build trust. Whether you're a beginner securing your first endpoint or an expert implementing OAuth2, mastering Spring Security is critical for delivering safe, professional applications. Spring Security, a powerful Java framework, simplifies authentication and authorization for Spring Boot APIs, safeguarding them against unauthorized access and attacks. This guide follows a developer’s journey from vulnerable endpoints to ironclad APIs, covering core co…  ( 9 min )
    Project KARL
    Hello Readers It's day #20 of building KARL - AI. Update: Project is in Early-Stage Development. Documentation is going on parallelly. Explore more here  ( 2 min )
    ❌ A2A "vs" MCP | ✅ A2A "and" MCP - Tutorial with Demo Included!!!
    Hello Readers!! [Code github link] You must have heard about MCP an emerging protocol, "razorpay's MCP server out", "stripe's MCP server out"... But have you heard about A2A, a protocol sketched by google engineers and together with MCP these two protocols can help in making complex applications. Let me guide you to both of these protocols, their objectives and when to use them! Lets start with MCP first, What MCP actually is in very simple terms?[docs] Protocol where protocol means set of predefined rules which server follows to communicate with the client. In reference to LLMs this means if I design a server using any framework(django, nodejs, fastapi...) but it follows the rules laid by the MCP guidelines then I can connect this server to any supported LLM and that LLM when required wil…  ( 5 min )
    Building Smart Learning Assistants with Amazon Nova: Why Hinting Is Better Than Answering
    Have you ever had a teacher who simply provided you with the solutions to your homework? Yes,that was satisfying at the time, but did you really gain any knowledge? Most likely not. That was the main obstacle we had to overcome in order to create an AI helper for RosettaCloud's interactive Labs. Our platform teaches shell programming and DevOps, and we wanted to develop an AI assistant that would do more than just solve problems for students—it should help them learn. In this post, I'll describe how we used LangChain, Amazon Bedrock's Nova LLM, and RAG (Retrieval-Augmented Generation) system to create a hint-first instructional chatbot that have a knowledge base and a memory, Instead of depriving pupils of educational chances, our method guarantees that the assistant leads them toward disc…  ( 8 min )
    You can organize your dependencies in a better way!
    Signup here for the newsletter to get the weekly digest right into your inbox. Find the 11 highlighted links of weeklyfoo #84: Categorize Your Dependencies by Anthony Fu What a great idea! 🚀 Read it!, pnpm, dependencies Minimum viable blog by Carl Öst Wilkens Your own static site generator with markdown 📰 Good to know, markdown Accelerating Large-Scale Test Migration with LLMs by Charles Covey-Brandt Airbnb recently completed our first large-scale, LLM-driven code migration, updating nearly 3.5K React component test files from Enzyme to use React Testing Library (RTL) instead. 📰 Good to know, ai, migration Introducing Hyper by Tero Piirainen A simple React alternative 📰 Good to know, frameworks A Critical Look at MCP by Rasmus Holm This is a very critical post on the MCP design. Really worth reading if want to jump on the MCP train! 📰 Good to know, mcp How to Harden GitHub Actions: The Unofficial Guide by Rami McCarthy, Shay Berkovich Build resilient GitHub Actions workflows with lessons from recent attacks. 📰 Good to know, github, security Feather by Bersis Sevimli Feather is a lightweight, DX-first web framework for Rust — inspired by the simplicity of Express.js, but designed for Rust’s performance and safety. 🧰 Tools, rust, web, framework Bekuto 3D by Rizumu Ayaka Convert SVG files to 3D models. Export STL, OBJ, or GLTF. Use it for 3D Printing or 3D Web Development. 🧰 Tools, svgs, 3d Rybbit Analytics by rybbit.io Open-source and privacy-friendly alternative to Google Analytics that is 10x more intuitive. 🧰 Tools, analytics, oss Strudel by TidalCycles and friends Live coding platform to write dynamic music pieces in the browser 🤪 Fun, music Dynamic Toggle by - jhey plays in its own league 📚 Tutorials, css, toggle, codepen Want to read more? Check out the full article here. To sign up for the weekly newsletter, visit weeklyfoo.com.  ( 4 min )
    🚀 AWS Transform for .NET is Now Generally Available – Modernize Your Windows Apps with AI!
    AWS just launched AWS Transform for .NET – a powerful, AI-powered tool that helps developers modernize their legacy Windows .NET applications to be Linux-ready, faster and cheaper than ever before. 🧠 Previously previewed as Amazon Q Developer transformation for .NET, this is now GA and production-ready! It’s the first agentic AI service from AWS designed to: Port .NET Framework applications to .NET Core / .NET 6+ Make your app run on Linux Cut licensing costs by up to 40% Speed up modernization by 4x This is a game-changer for teams maintaining older .NET apps on Windows servers, looking to move to containers, Kubernetes, or cloud-native platforms. Let’s say you have a legacy WCF or ASP.NET MVC app sitting on a Windows Server in your data center or EC2 instance. With AWS …  ( 4 min )
    From Frontend to Backend in 90 Days: My Honest Journey + Beginner Tips
    "If you’re a frontend developer who feels backend is ‘too hard’ or ‘not your thing’ — this post is for you." I’m Preeti — a frontend developer turned backend enthusiast. For over 2 years, I lived comfortably in the frontend world: HTML, CSS, JavaScript, React, Nuxt... you name it. But deep inside, I always felt something was missing. Fast forward to today: I’ve built APIs, managed databases, implemented authentication, and handled complex role-based logic using NestJS + Prisma + MySQL. And I did this within 90 days — while juggling freelancing and mentoring. This post isn’t just about how I did it, but how you can too — without burning out. Like many frontend devs, I loved creating beautiful UIs. But whenever someone said, “Can you also add login functionality?” or “Can you fetch from our …  ( 4 min )
    WEEK 2
    Hey Devs! 👋 In Week 2 of my DevOps learning journey, I explored shell scripting, file permissions, and file ownership in Linux. Here's a summary of what I learned and worked on! 🐚 What is a shell and how it works ✍️ Writing and executing basic shell scripts 🔐 Linux file permissions: read (r), write (w), execute (x) 👤 Changing ownership with chown and groups with chgrp 🧪 Practice with shell commands and automation basics 📄 Week 2 Detailed Notes (PDF) ✅ Week 2 Task Checklist (PDF) 🖥️ Sample Shell Script bash #!/bin/bash echo "Hello, $USER!" date  ( 3 min )
    How to Fix TypeORM Entity Metadata Not Found Error in Next.js
    Introduction If you're developing a web application using Next.js, TypeORM, and PostgreSQL hosted on Vercel, you may encounter the frustrating issue of a TypeORM error indicating that the entity metadata for _#exhibits was not found. This typically occurs when trying to run next start after a successful build with next build. In this article, we'll explore the reasons behind this error, particularly focusing on how entities are handled in your TypeScript files and how to structure your project so that TypeORM recognizes them correctly. Understanding the TypeORM Error The error TypeORMError: Entity metadata for _#exhibits was not found points to a fundamental issue with how TypeORM is configured to locate your entity classes. Entity classes are essential as they describe the structure of yo…  ( 5 min )
    What was your win this week??
    👋👋👋👋 Looking back on your week -- what was something you're proud of? All wins count -- big or small 🎉 Examples of 'wins' include: Getting a promotion! Starting a new project Fixing a tricky bug Eating your favorite snack Happy Friday!  ( 3 min )
    Seasonal Heroes: Initial Looks
    As mentioned in the previous Blog, I will be utilizing feature flags to change the home page's Hero section depending on the season. Here's a look at their current designs:  ( 2 min )
    Tired of Choppy Videos? Here’s How to Smooth Them with Higher FPS (No Reshoot Needed)
    Ever recorded a great video, only to find the playback looks jittery or rough — especially during fast motion? Whether you’re editing old footage or polishing new content, one thing can instantly improve the experience: higher FPS (frames per second). Here’s why frame rate matters more than you might think, and how modern AI tools like UniFab Video Enhancer AI can help you achieve silky-smooth playback — without re-recording a single second. Why Frame Rate (FPS) Matters FPS determines how many frames appear each second in your video. More frames = smoother motion. 24 FPS – Classic cinematic feel, but can appear slightly stuttery in fast scenes 30 FPS – Standard for web video, balanced and widely supported 60 FPS and above – Ultra-smooth, ideal for sports, gaming, action, or modern so…  ( 4 min )
    Entendendo SQL: Comandos Principais e Diferença com NoSQL
    SQL (Structured Query Language) é a linguagem padrão usada para gerenciar e manipular dados em bancos de dados relacionais. Através de SQL, é possível realizar operações como consulta, inserção, atualização, deleção de dados e mais, facilitando a gestão e análise de informações. Neste post, vamos explorar os principais comandos SQL e, ao final, fazer uma breve comparação entre SQL e NoSQL. O que é SQL? Os bancos de dados relacionais oferecem uma estrutura muito organizada e são ideais para cenários onde os dados possuem um formato bem definido e requerem forte consistência, como em sistemas financeiros, de inventário e outros tipos de aplicações que exigem integridade de dados. Principais Comandos SQL 1. SELECT — Consultar Dados consultar dados de uma ou mais tabelas. Ele é a base para ext…  ( 6 min )
    Essential CSS Optimization Techniques to speed up your site
    In the quest for a lightning-fast website, every millisecond counts. While JavaScript and images often take center stage in performance discussions, your CSS can also be a significant bottleneck if not handled correctly. Efficient CSS not only contributes to faster load times but also improves the overall user experience by ensuring a smoother rendering process. Let's dive into some crucial CSS optimization techniques you can implement today to boost your website's performance. This is a fundamental step. Minification involves removing unnecessary characters from your CSS, such as whitespace, comments, and semicolons, without affecting its functionality. Compression, on the other hand, reduces the file size using algorithms like Gzip or Brotli. Why it helps: Smaller file sizes translate di…  ( 6 min )
    Similitude par cosinus
    La similitude par cosinus permet de déterminer le degré de similitude entre deux phrases par calcul du cosinus de l'angle formé par les deux vecteurs de chacune de ces phrases. Soit les phrases suivantes: Bonjour John. Bonjour Doé. On remarque que les deux phrases sont similaires mais comment le savoir avec un ordinateur. Du à une limite d'ajout de formule Mathématiques dans dev.to, vous trouverez l'article sur le sujet dans le pdf disponible ici: Similitude par cosinus Vous trouverez des exemples de codes ici: Calcul de la similitude de différentes manières qui montre diverses méthodes de calcul de manière native avec Python, SpaCy, NLTK.  ( 3 min )
    How to Correctly Verify a Solana Signature in Rust?
    Introduction Verifying a signature on the Solana blockchain using Rust can sometimes be tricky due to several common pitfalls. If you've received an '❌ Invalid' message while running your Rust code for signature verification, don’t worry! In this article, we will dissect the verification process and guide you on how to ensure that your signature is validated correctly on Solana. Understanding Signature Verification Before diving into the code, let's clarify why you might encounter an invalid signature error. In Solana, each transaction is signed with a unique private key, which generates a corresponding signature. The algorithm utilized for signature verification is crucial to correctly interpreting the validity of the input data. If the input arguments (nonce, public key, or signature) ar…  ( 4 min )
    HTML for Beginners: Your First Step into Web Development
    Description: Learn the basics of key HTML tags and how to build your very first simple webpage with easy-to-follow code examples. Introduction Figure: A historical newspaper front page (Hilo Tribune). HTML stands for HyperText Markup Language, and it’s the foundation of every web page. It uses code (tags inside ) to tell your browser how to display content. This is similar to how a newspaper uses headlines and sections to organize information. For example, the image above shows a newspaper with a big headline and columns of text. In HTML, we create structure with heading tags ( through ) and paragraph tags ( ), just like the title and stories in a newspaper. Why HTML Matters When a browser loads a website, it reads the HTML file to decide what to show. This makes HTML the s…  ( 5 min )
    Building Stickify: A Digital Sticky Notes App for Developers
    Hey dev.to community! 👋 Ever found yourself surrounded by paper sticky notes with code snippets, meeting notes, and half-baked project ideas? That was my life until I built Stickify, a digital sticky notes app designed with developers in mind. Try it out: Stickify - Digital Sticky Notes As a developer jumping between multiple projects, my physical sticky note system was a spectacular failure. Notes would fall off my monitor. Get coffee-stained. Pile up until they became a fire hazard. 🔥 I needed something that combined the visual appeal of sticky notes with search functionality that could actually find that brilliant algorithm I scribbled down three weeks ago. So I built it myself. Let me walk you through what I learned. I deliberately kept the tech stack minimal: Vanilla JavaScript (no…  ( 8 min )
    How Java Stores Data in Memory: Writing Efficient Code with Primitives and Non-Primitives
    How Java Stores Data in Memory — Primitives vs Non-Primitives Java is a statically typed language, which means every variable’s type must be known at compile time. This allows the JVM (Java Virtual Machine) to allocate memory efficiently and enforce type safety during execution. Primitive types are the building blocks of data in Java. They have fixed memory sizes and are stored in the stack. The value of a primitive can change, but its size does not. Type Size Description byte 1 byte Smallest integer (–128 to 127) short 2 bytes Short integer int 4 bytes Default integer type long 8 bytes Large-range integer float 4 bytes Single-precision float double 8 bytes Double-precision float char 2 bytes Unicode character boolean 1 bit* True or False (handled as 1 byte internall…  ( 5 min )
    🚀 AWS CodeBuild Now Supports Remote Docker Servers — Faster Image Builds with Shared Caching!
    AWS just made Docker image builds much faster and smarter inside CodeBuild! With the latest update, AWS CodeBuild now supports remote Docker servers, enabling shared caching, reduced latency, and faster builds across your CI/CD pipelines. 🎉 Every time CodeBuild triggered a Docker image build: It spun up a new environment from scratch Docker layer caching was not reused Base images and dependencies had to be re-downloaded and rebuilt Result: Slow builds, even for minor code changes AWS CodeBuild now supports remote Docker servers that: Maintain a persistent Docker layer cache Speed up builds by avoiding repeated work Handle parallel build requests with shared cache Automatically integrate with CodeBuild (you don’t need manual setup!) Imagine this Dockerfile for your Python web app: FROM python:3.10 COPY requirements.txt . RUN pip install -r requirements.txt COPY . /app CMD ["python", "/app/app.py"] Each build: Pulls the base image Installs Python packages Copies code ⏱️ ~4 minutes per build Base image and packages are already cached Only changed layers (like app code) are rebuilt ⏱️ ~30 seconds per build! ✅ Faster builds = quicker feedback loops in CI/CD 💵 Reduced cost by avoiding unnecessary compute 🧹 Less network latency (no repeat downloads) 🧱 Reusable infrastructure for large microservice apps 🛠️ Great for monorepos and large-scale parallel builds When you enable this feature, CodeBuild: Provisions a managed Docker build server Automatically configures your builds to use it Starts caching layers for future builds You just focus on building your app — AWS handles the optimization! Use this with multi-stage Docker builds to get even faster performance. 💬 What do you think about this update? Will this improve your CI/CD pipelines? Let’s discuss in the comments! 👇  ( 4 min )
    Power BI: Entendendo suas Funcionalidades e Conceitos Importantes
    O Power BI é uma ferramenta poderosa da Microsoft para visualização e análise de dados. Ele permite que usuários transformem dados brutos em insights valiosos, criando painéis interativos, relatórios e gráficos dinâmicos. Se você é novo no Power BI ou está buscando entender melhor algumas de suas funcionalidades, este post vai abordar desde os conceitos básicos até detalhes mais avançados, como as colunas calculadas e medidas, e as principais funções DAX utilizadas para criar cálculos avançados. O que é o Power BI? Power BI Desktop: Usado para criar relatórios e dashboards. Power BI Service: A versão online que permite compartilhar e colaborar em dashboards e relatórios. Power BI Mobile: Permite acessar seus relatórios e dashboards de dispositivos móveis. Com o Power BI, você pode criar gr…  ( 5 min )
    JOIN A HISTORIC INTERVIEW | Live Event with IRC Creator Jarkko "WiZ" Oikarinen
    Date: Friday, May 16, 2025 https://web.zchat.org/#reportage 📡 IRC (Internet Relay Chat) – one of the foundational pillars of online communication – was developed in 1988. Behind this revolutionary system stands Jarkko "WiZ" Oikarinen, born in Kuusamo, Finland. By creating IRC, Jarkko not only achieved a technical milestone but also pioneered a way for millions around the globe to connect in real time. In this exclusive live interview, we’ll explore the origins of IRC, his work at Google (including contributions to Google Hangouts), and maybe even ask the hard-hitting questions like... pizza or kebab? 😊 🗓 Event Program: 🟢 18:00 – 18:40 (approximate end time) 💬 18:40 – 19:30 (approximate end time) 📌 Please keep your questions relevant to IRC, technology, or software development. 🔔 Important Notes: ✅ The event is open to all. 🌐 Join us in celebrating the spirit of IRC — freedom, community, and innovation. From Europe to Asia, America to Africa, we warmly invite all IRC enthusiasts to be part of this unforgettable moment. 🙏 Our heartfelt thanks to Jarkko Oikarinen for giving the world IRC. 🎉 Don’t miss the chance to be part of history!  ( 4 min )
    🚫 Top 10 Common Mistakes in Kotlin Programming
    🚫 Top 10 Common Mistakes in Kotlin Programming Treating nullable types as non-null without checks. ✅ Use ?., ?:, and !! carefully. Prefer safe calls and smart casting. !! (Not-null Assertion) Using !! too much can crash the app with NullPointerException. ✅ Use null-safe operators and proper null checks instead. var Instead of val Declaring variables as mutable (var) when they should be immutable (val). ✅ Prefer val for safer, more predictable code. Using apply, let, also, etc., without understanding context. ✅ Choose the right scope function for the right purpose. == and === == checks structural equality, === checks reference equality. ✅ Know when to use each depending on what you're comparing. Not using try/catch when calling risky operations (e.g., parsing, IO). ✅ Always handle exceptions gracefully. Launching coroutines without a proper scope or dispatcher. ✅ Use structured concurrency: lifecycleScope, viewModelScope, etc. Reinventing functions already available (e.g., filter, map, groupBy). ✅ Explore and master Kotlin’s powerful standard library. Not converting Java-style code to idiomatic Kotlin. ✅ Embrace Kotlin syntax, avoid Java habits (e.g., setters/getters, verbose loops). Explicitly declaring types unnecessarily. ✅ Let the compiler infer types where obvious – cleaner and shorter code. Generate exclusive photo for your post  ( 3 min )
    How 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡, 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡, 𝐎𝐥𝐥𝐚𝐦𝐚 & 𝐅𝐀𝐈𝐒𝐒 Gave Me End-to-End Observability in a Local AI Chatbot
    I just built a self-contained AI chatbot—no cloud dependencies, no API keys, just pure local power with 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡, 𝐎𝐥𝐥𝐚𝐦𝐚, 𝐅𝐀𝐈𝐒𝐒, 𝐚𝐧𝐝 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡. Tech Stack: 🤖 Build a fully local AI chatbot that answers questions from uploaded documents, with zero cloud dependencies. At first, it answered questions well enough. 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡 gave me the transparency I never knew I needed, revealing the exact document chunks retrieved, the prompts fed to the model, execution times, and even where things went off track. 🚧 The Problem: “It Works” Isn’t Enough At first, my chatbot seemed to be doing well — it returned reasonable answers to most questions. But then… weird things started to happen.. Without insight into what was happening step by step, debugging was pure guesswork. 𝐇𝐨𝐰 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡 𝐇𝐞𝐥𝐩𝐞𝐝 𝐌𝐞 𝐃𝐞𝐛𝐮𝐠 𝐚𝐧𝐝 𝐈𝐦𝐩𝐫𝐨𝐯𝐞 ⇒ Tracing ⇒ Error Analysis ⇒ Performance Metrics 📊 Scaling Visibility with LangSmith Dashboards LangSmith doesn’t just log traces — it helps you monitor trends over time. I’ve published the full working project on GitHub — complete with TF-IDF + FAISS retrieval, Ollama model integration, LangSmith observability, and a Streamlit interface. https://lnkd.in/etpCMPiS  ( 4 min )
    Why You Need Proxy IPs to Enhance Web Data Scraping
    Web data scraping has become an essential technique for businesses and researchers alike, enabling the collection of valuable information from various online sources. However, effective scraping requires careful consideration of several factors, including the use of proxy IPs. This article discusses the importance of proxy IPs in strengthening web data scraping efforts. The Role of Proxy IPs in Data Scraping Anonymity and Privacy Avoiding Rate Limiting Accessing Geo-Restricted Content Improved Success Rates Choosing the Right Proxy Service IP Pool Size: A larger pool of IP addresses can provide better rotation options and reduce the chances of hitting rate limits. IP2World Conclusion Incorporating proxy IPs into your web data scraping strategy is essential for achieving efficiency, security, and access to restricted content. By leveraging the benefits of proxy services, you can enhance your data collection processes and gain valuable insights without the risk of being blocked or banned. As the demand for data continues to grow, utilizing proxy IPs will remain a critical component of successful web scraping strategies.  ( 4 min )
    Complete Overview of Generative & Predictive AI for Application Security
    Machine intelligence is transforming the field of application security by facilitating heightened weakness identification, automated testing, and even semi-autonomous threat hunting. This article offers an comprehensive narrative on how machine learning and AI-driven solutions are being applied in the application security domain, written for AppSec specialists and decision-makers alike. We’ll examine the development of AI for security testing, its current features, challenges, the rise of autonomous AI agents, and future developments. Let’s begin our analysis through the foundations, current landscape, and prospects of ML-enabled AppSec defenses. Evolution and Roots of AI for Application Security Early Automated Security Testing Evolution of AI-Driven Security Models A key concept that…  ( 11 min )
    How to Fix Typescript Errors with Promise.allSettled?
    Introduction If you're encountering issues with TypeScript where your build fails because of Promise.allSettled, you're not alone. The error messages you're receiving, such as Property 'reason' does not exist on type 'PromiseSettledResult', can be frustrating. Understanding how TypeScript handles Promise results is crucial for resolving these errors effectively. Understanding Promise.allSettled The method Promise.allSettled() is a Promise method that takes an iterable of Promises and returns a single Promise that resolves after all of the given Promises have either resolved or rejected, with an array of objects that each describe the outcome of each Promise. Each object in the array has a status property, which can either be 'fulfilled' or 'rejected'. When a Promise is fu…  ( 4 min )
    Complete Overview of Generative & Predictive AI for Application Security
    Computational Intelligence is transforming the field of application security by allowing more sophisticated vulnerability detection, test automation, and even autonomous threat hunting. This article delivers an thorough narrative on how machine learning and AI-driven solutions are being applied in AppSec, designed for security professionals and executives in tandem. We’ll delve into the development of AI for security testing, its modern capabilities, obstacles, the rise of autonomous AI agents, and forthcoming developments. Let’s start our journey through the history, current landscape, and future of AI-driven AppSec defenses. Origin and Growth of AI-Enhanced AppSec Foundations of Automated Vulnerability Discovery Progression of AI-Based AppSec A notable concept that took shape was the…  ( 11 min )
    How, When, and Why Top QA Engineers Use AI in Testing
    AI has already transformed industries like healthcare, finance, and marketing. Now, it’s reshaping software testing. Top QA engineers aren’t just using AI as a novelty — they are integrating it deeply into their workflows to ensure faster delivery, better accuracy, and smarter decision-making. In this article, we’ll explore how, when, and why top QA engineers are using AI in testing — and what that means for the future of software quality assurance. How Top QA Engineers Use AI in Testing Here are some of the key ways AI is being used by leading QA professionals: 1.Test Case Prioritization and Optimization 2.Self-Healing Tests 3.Defect Prediction 4.Visual Testing with Pattern Recognition 5.Natural Language Processing (NLP) for Test Generation 6.Root Cause Analysis 7.Real User Behavior Simul…  ( 7 min )
    Understanding Dynamic Arrays in C++ for Beginners
    As a beginner in coding, it's perfectly natural to have questions about how things work, especially when dealing with dynamic arrays in C++. In your code, you have set up a dynamic array that can grow as needed, and you're using a couple of key concepts to manage memory and data. Let's dive into your questions and break down how your code operates, while also discussing the underlying principles of dynamic memory allocation in C++. How Does the Dynamic Array Resize Work? You mentioned that you set the initial size of the array to 5 and that it can increase to 10, yet you are able to store up to 20 numbers. This is a great point of confusion for newcomers. The way your code works involves both the capacity variable and the dynamic allocation of memory. Dynamic Memory Allocation Initially, y…  ( 5 min )
    Google Agent Development Kit (ADK) Introduction (5): Developer Mindset
    Conceptual Comparison: Developer Mindset, Responsibility Separation, and Task Decomposition Building on the previous article, this one will explore the shift in developers' mindset when transitioning from API development to A2A development. Developer Mindset Shift: Function-Oriented vs. Agent-Oriented. Traditional development often involves thinking in terms of functions or API call sequences: starting from input, invoking services step-by-step, and finally producing output. Developers act as "orchestrators," controlling every step. In contrast, agent-oriented architecture requires a new mindset—designing a community of agents, each responsible for a subtask and interacting via messages and protocols. Instead of scripting flows directly, developers configure systems of autonomous agents,…  ( 5 min )
    Important Considerations When Using Go's Time Package 9/10
    Understanding == vs Equal() for comparing time When working with time values in Go, one of the most common operations is comparing two timestamps. However, this seemingly simple task can lead to subtle bugs if you're not aware of the differences between using the equality operator (==) and the Equal() method. The equality operator (==) compares all fields of the time.Time struct, including the location information and the monotonic clock reading. This means two times that represent the exact same moment might not be considered equal if they were created in different ways or have different internal representations. t1 := time.Date(2023, time.January, 1, 0, 0, 0, 0, time.UTC) t2 := t1.In(time.FixedZone("UTC-8", -8*60*60)) // These times represent the same instant but have different locati…  ( 13 min )
    Alpha Prototype Complete!
    The first phase of the project, a high-fidelity interactive prototype, is finally complete! This iteration is a sort of detailed rough draft showcasing the design and functionality of the website, mostly using placeholder content. The final straw for this iteration was the addition of the Gallery page. public/gallery/ directory. This means images can be uploaded directly into this folder, and they'll automatically appear with the next site build. To achieve this functionality, the /gallery route is rendered dynamically on the server: export const dynamic = 'force-dynamic'; Rendering the page server-side allows the use of Node's built-in fs module to directly access files on the server: const galleryDir = path.join(process.cwd(), 'public', 'gallery'); let allFiles; try { allFiles = await fs.readdir(galleryDir); } catch (e) { console.error('Could not read gallery directory:', e) allFiles = []; } // Filter to only image files (jpg, png, gif, etc.) const images = allFiles.filter((file) => /\.(jpe?g|png|gif|webp|avif)$/i.test(file) ) I'll be utilizing Statsig to implement feature flags which will allow us to hide and show seasonal Hero sections without interacting with code. Currently the Hero section says: Open soon Real Farm Fun Clearly, this Hero is only really valid until fall, when it'll have to be changed to say something like "Open Now" and link to the Visit page. This feature is being tracked as Issue #2  ( 3 min )
    How to Push Data from PHP Array to Joomla Tables
    In this article, we will explore how to push data from a PHP array into multiple Joomla tables that share similar but not identical structures. If you're working with Joomla and need to insert values into different tables based on specific column mappings, this guide will provide you with step-by-step instructions. Understanding the Data Structure To start, we have an array with numerical data structured as follows: $data[1] = 1; $data[2] = 2; $data[3] = 3; This array contains three numeric values. In our case, we want to distribute these values across five different Joomla tables, but each table may only have certain columns available. Why You Need to Consider Table Structures Joomla, like many content management systems (CMS), often involves various tables that may not have identical co…  ( 4 min )
    🗃️ MongoDB & Mongo Express – Docker Setup
    This guide provides a quick and easy way to run MongoDB and Mongo Express using Docker. It includes their purpose, Docker usage, and troubleshooting steps for container management. MongoDB is a popular NoSQL database that stores data in flexible, JSON-like documents. It’s ideal for scalable, high-performance applications where schema flexibility is important. Mongo Express is a lightweight, web-based admin interface for MongoDB. It allows you to: View and manage databases Browse collections and documents Execute queries and CRUD operations Use a user-friendly web UI to interact with MongoDB Ensure Docker is installed and a custom Docker network exists: docker network create project-network docker run -d --name mongodb \ --network project-network \ -e MONGO_INITDB_ROOT_USERNAME=admin \…  ( 4 min )
    Breaking Limitations: Advanced Customization Guide for Dify Platform
    In the field of LLM application development, Dify serves as a low-code platform that enables rapid AI application building. However, when facing complex business requirements, relying solely on the platform's default features often falls short of meeting enterprise-level application needs. This article will explore how to break through Dify's native limitations through customized development to build more powerful, business-aligned AI applications. Before diving into custom development, understanding Dify's core architecture is crucial: Frontend: React-built management and application interfaces Backend API: Flask-built RESTful API services Data Storage: PostgreSQL and vector databases Task Queue: Celery for asynchronous task processing Model Services: Support for multiple LLM integrations…  ( 10 min )
    Readme
    My Introduction to Dev.to as a novice programmer... This is my first ever post on dev.to, I'm very excited for the opportunity to share my thoughts and experience on my coding journey. Here I will share details on my various projects that I plan to challenge and show others how I was able to accomplish my goals. I love to connect with new people, leave your socials down below and I'll give a follow and say hello 😊 Here are my Socials, hopefully you can find yourself there and get well acquainted!  ( 3 min )
    15 Laravel Security Best Practices You Should Follow in 2025
    Laravel is one of the most popular PHP frameworks, and for good reason—it's elegant, expressive, and comes with many built-in security features. But just because Laravel provides the tools doesn’t mean you’re automatically safe. Whether you're building an MVP or maintaining a large-scale application, security must be a priority. Here are 15 Laravel security best practices every developer should follow in 2025: Always keep Laravel, its dependencies, and PHP up to date. Laravel releases often include security patches and improvements. Laravel's Eloquent ORM and query builder automatically use prepared statements. ✅ Safe: $users = DB::table('users')->where('email', $email)->get(); ❌ Avoid: DB::select("SELECT * FROM users WHERE email = '$email'"); Escape all output using Blade syntax: {{ $us…  ( 4 min )
    Understanding *temp and &temp in C++ with strtol
    As a beginner in C++, you might find yourself needing to convert strings to integers, for which you have already encountered functions like atoi and strtol. While atoi is straightforward, it lacks error checking, making strtol a more robust choice due to its ability to handle conversion errors properly. In this article, we will dive deeper into understanding *temp and &temp when using strtol, clarifying how they work and when to use each. Why Use strtol for String to Integer Conversion? The strtol function is preferred for converting strings to long integers because it provides better error handling. It allows you to detect whether the conversion was successful and if the entire string was converted. Here’s a quick overview of how to use strtol: Prototype: long strtol(const char *nptr, cha…  ( 5 min )
    5 SQL Queries Everyone Should Know
    SQL queries are an important tool for retrieving data from databases and are widely used in the field of computer science. SQL stands for Structured Query Language, and many tools can be used to run SQL queries, such as PyCharm and Anaconda Spyder. Below are five essential SQL query concepts that everyone should know. Usage: retrieve specific types of data from a table based on filters. SELECT emp_name Note: Filters are always important, as without them, the data can be overwhelming and may include a lot of unnecessary information. Usage: It is widely used for summarizing data and can be combined with aggregate functions. SELECT department, count(*) AS emp_count Note: Aggregation is useful for identifying patterns and uncovering hidden trends in the data. Usage: Joins are used to com…  ( 4 min )
    Avoiding nil errors
    Here is a quick way to avoid nil errors and get better failures in Ruby and Ruby on Rails. Convert hashes with known keys into Structs: data = { a: 1, b: 2, c: 3} ... MyData = Struct.new(:a,:b,:c) data = MyData.new(a: 1, b: 2, c: 3) Structs will throw if you introduce a typo instead of returning nil. This tightens your feedback loops and reduces debugging time. hash[:d] => nil struct[:d] => in 'Struct#[]': no member 'd' in struct (NameError) That is cool. What about in more fluid situations like user input? You can convert arbitrary incoming hashes into known structs quickly with the following: params = {a: 1, b: 2, c: 3, x: 9, z: 0} MyData.new(**params.slice(*MyData.members)) While Structs have much the same interface as hashes, there are some tricky differences. Hash#each is equivalent to Struct#each_pair. Hash#keys is equivalent to Struct#members. There is no equivalent to Hash#fetch.  ( 3 min )
  • Open

    U.S. Stablecoin Bill Could Clear Senate Next Week, Proponents Say
    Senator Bill Hagerty, who backed the Senate's version of the legislation, predicted the body will "make history" next week by passing the bill.  ( 26 min )
    Alchemy Acquires Solana Developer DexterLab for Undisclosed Sum
    The purchase will accelerate the development of Solana-based Web3 applications to meet growing enterprise demand, Alchemy said  ( 21 min )
    Eric Trump: 'The Banks Made The Biggest Mistake of Their Lives'
    The son of U.S. President Donald Trump spoke at CoinDesk's Consensus conference in Toronto, Canada on Friday.  ( 23 min )
    Crypto Miners Soar on OpenAI-CoreWeave Deal; Galaxy Jumps in Nasdaq Debut
    Asset prices across markets largely shrugged off surging Inflation expectations, with crypto prices consolidating sideways.  ( 24 min )
    Ethereum Backers Respond to Critics: ‘Markets Will Catch Up’
    Ethereum insiders pushed back on criticism of the network’s leadership and roadmap, arguing that the ecosystem is built for long-term value.  ( 25 min )
    World Liberty's Stablecoin Now Available on Multiple Networks Via Chainlink
    The integration, initially supporting Ethereum and BNB Chain, addresses cross-chain security concerns and aims to expand USD1’s reach, the firms said.  ( 23 min )
    CFTC's Christy Goldsmith Romero to Leave Agency at End of Month
    Her departure will leave the CFTC with just two commissioners, at least until new chair Brian Quintenz is confirmed by the Senate and sworn in.  ( 24 min )
    TRX Struggles at $0.278 Resistance as Trade Tensions Weigh on Markets
    Tron's blockchain processes over $1 billion in daily transactions despite price consolidation.  ( 22 min )
    DeFi Development Surges 30% on BONK Validator Partnership, More SOL Purchases
    The real estate tech enterprise turned Solana-focused public company now holds 609,190 SOL tokens worth over $107 million.  ( 23 min )
    French Minister Agrees on Measures to Protect Crypto Professionals After Kidnappings
    A meeting was held with Minister of the Interior Bruno Retailleau, Director General of the National Police and Gendarmerie and industry representatives.  ( 23 min )
    Trump-tied World Liberty Financial Rebuffs U.S. Senator's Probe
    Sen. Richard Blumenthal had written letters to Trump-affiliated executives, asking about their businesses, and WLFI called some of his assertions inaccurate.  ( 24 min )
    Could Wellness Be an Onramp to Web3? Moonwalk Fitness’ Caitlin Cook Thinks So
    In an interview ahead of Consensus 2025 in Toronto, Cook said the fitness app is seeing strong growth in Africa and Southeast Asia.  ( 24 min )
    Bitcoin Adoption News: Top Win Rebrands, Steak N Shake Accepts BTC, Galaxy's Nasdaq Debut
    Galaxy Digital shares started trading on Nasdaq today, but the listing will have to jostle for the crypto sphere's attention.  ( 23 min )
    Filmmaker David Goyer Bets on Blockchain for Next Sci-Fi Franchise
    The Blade and Foundation screenwriter is turning to blockchain and AI to build a community-driven sci-fi franchise, backed by Web3 startup Story Protocol.  ( 25 min )
    CoinDesk Analyst Advises UK Crypto Firm to Set Up Bitcoin Treasury
    Coinsilium raised £1.25 million to help establish the BTC treasury, amid record trading volume.  ( 22 min )
    CoinDesk 20 Performance Update: AAVE Jumps 7.4%, Leading Index Higher
    Ethereum (ETH) was also a top performer, gaining 2.9% From Thursday  ( 20 min )
    Ripple-SEC Bid for XRP Settlement Rejected by Judge Citing 'Procedural Flaws'
    Judge Analisa Torres rejected the proposed $50 million settlement, saying the joint request was filed improperly and lacked required legal justification.  ( 23 min )
    Wisconsin Sells Entire $350M Spot Bitcoin ETF Stake
    The move came after the state investment board doubled its exposure to spot bitcoin ETFs late last year as markets fell.  ( 22 min )
    Ether Bears Are Done and That’s Fueling ETH’s Surge, Crypto Benchmark Issuer Says
    Ether's recent price rally is driven by short covering rather than new bullish bets, CF Benchmarks' Sui Chung said.  ( 23 min )
    Market Reaction to Coinbase Hack ‘Overblown,’ Say Analysts as SEC Probe Sinks COIN
    Coinbase shares dropped 7% after disclosing a cyberattack and a resurfaced SEC probe on old user metrics.  ( 25 min )
    Crypto Daybook Americas: Fintechs, Funds ‘Hoarding Bitcoin’ Even as Bulls Pause for Breath
    Your day-ahead look for May 16, 2025  ( 35 min )
    Bitcoin Bulls Face $120M Challenge in Extending 'Stair-Step' Uptrend
    BTC has chalked out a controlled stair-step price rally from $75,000 to $104,000.  ( 23 min )
    DOJ Charges 12 With $263M Crypto Theft Linked to Genesis Creditor
    Most of the individuals were arrested this week in California.  ( 24 min )
    FTX to Pay Over $5B to Creditors as Bankrupt Exchange Gears Up for Distribution
    Payouts of up to 120% begin May 30 for thousands of creditors, just as U.S. regulators warm to crypto and the industry stages a comeback.  ( 23 min )
    XRP Slides 4% as Bitcoin Traders Cautious of $105K Price Resistance
    Market sentiment remains positive, but signs of exhaustion appear as BTC nears key technical and psychological levels.  ( 24 min )
  • Open

    Tokenization makes investing more accessible — Robinhood exec
    Tokenization could open new opportunities for retail investors to access traditionally restricted asset classes, according to Johann Kerbrat, senior vice president and general manager of Robinhood Crypto, who called it “very important for financial inclusion.” Speaking at the Consensus 2025 event in Toronto, Kerbrat said that some real-world assets, such as real estate and private equity, are available only to up to 10% of the US population. “You need to be an accredited investor to invest in private equity right now,” he said. “How many people can afford a house or an apartment in New York?” he elaborated. “But you can get a piece of it with fractionalization, through tokenization. And so we think it makes it a lot easier to be exchanged, a lot more accessible for everybody.” Robinhood'…
    Filecoin, Lockheed Martin send data in space using decentralized data protocol
    The Filecoin Foundation and Lockheed Martin Space have successfully transmitted data in space using a version of the InterPlanetary File System (IPFS) on a satellite orbiting Earth, Marta Belcher, president of the Filecoin Foundation, told Cointelegraph.  Filecoin and Lockheed Martin adapted the system for use in space and successfully tested it, Belcher said during the Consensus 2025 conference in Toronto. The IPFS enhances privacy and security compared to traditional web protocols, such as HTTP, by identifying data based on its content rather than its location. This has additional benefits for data transmission in space, Belcher said. “The architecture is well-suited to space because it reduces delays, compensates for data corruption caused by radiation, and enables cryptographic verific…
    Sequoia Capital exec also a victim in Coinbase data breach — Report
    At least one partner at Sequoia Capital was reportedly impacted by the recent data breach among Coinbase users, suggesting that data from others at the venture capital firm may also have been compromised. According to a May 16 Bloomberg report, Sequoia Capital Managing Partner Roelof Botha’s personal information available through his Coinbase account was stolen after a group of cybercriminals bribed the exchange’s support agents for access to user data. Though Botha had not publicly disclosed his net worth, estimates suggested he had hundreds of millions of dollars in assets. Coinbase disclosed the data breach in a May 15 blog post, saying that some of its users had been targeted with social engineering attacks after the criminals had access to their personal account information. The company said the group attempted to extort $20 million in exchange for not disclosing the breach, which Coinbase rebuffed. Though the extent of the breach was still unknown, another Bloomberg report suggested that the same type of attacks targeted users at Kraken and Binance. Cointelegraph reached out to representatives from both exchanges but had not received any response at the time of publication. This is a developing story, and further information will be added as it becomes available.
    Solv brings RWA-backed Bitcoin yield to Avalanche blockchain
    Solv Protocol has launched a yield-bearing Bitcoin token on the Avalanche blockchain, giving institutional investors more exposure to yield opportunities backed by real-world assets, or RWAs. On May 16, the protocol unveiled SolvBTC.AVAX, a token that connects Bitcoin (BTC) to real-world assets like US Treasurys and private credit offered by BlackRock and Hamilton Lane.  The new token was developed through a seven-way partnership involving Solv, Avalanche, Balancer, Elixir, Euler, Re7 Labs, and LFJ, the company said.  Solv Protocol founder Ryan Chow said the token is a way to link Bitcoin to “real-world economic cycles” in uncorrelated assets such as US government bonds and private credit, as opposed to BTC’s typical boom-and-bust four-year cycle. The token uses a multi-protocol strategy t…
    Altcoins are on the verge of ‘most powerful rally’ since 2017 — Analyst
    Key takeaways: The total altcoin market cap (excluding ETH) gained $126 billion in Q2, fueling speculation of an altseason. The altcoin market cap, excluding Ether (ETH), has added $126 billion in Q2, sparking enthusiasm from analysts who have been waiting for an altseason. Crypto analyst Javon Marks noted a breakout that could rival the explosive 2017 bull run.  In a recent post on X, Marks highlighted a chart comparing the TOTAL3 index (total market cap of altcoins excluding Bitcoin (BTC) and Ethereum) against the US money supply, suggesting that altcoins may be on the verge of a significant rally.  A rise in TOTAL3 against the US money supply suggests that altcoins are gaining value relative to the total liquidity in the US economy, reflecting increased investor interest and capital i…
    Galaxy Digital lists on Nasdaq, seeks to tokenize shares — Reports
    Galaxy Digital shares began trading on the Nasdaq stock exchange May 16, completing a years-long process that CEO Mike Novogratz called unfair and infuriating, CNBC reported. The crypto and infrastructure company, which is also listed in Canada, opened trading at $23.50 in its Nasdaq debut. Trading began on the same day Galaxy disclosed that it is working with the US Securities and Exchange Commission (SEC) to tokenize its shares. According to Bloomberg, the tokens representing Galaxy Digital’s shares could be used in decentralized finance applications, like borrowing or lending. Galaxy is among several crypto companies looking to access the US markets under a friendlier regulatory regime in the country. Companies that are also exploring or working on a US listing include Metaplanet, Circ…
    Bitfinex Bitcoin longs total $6.8B while shorts stand at $25M — Time for BTC to rally?
    Key takeaways: Bitfinex margin longs fell 18%, despite Bitcoin price rising 24% in 30 days. $6.8 billion in long positions far outweight the current $25 million in shorts. Bitcoin options positioning and spot BTC inflows point to confidence from institutional investors. Bitcoin (BTC) price climbed 23.7% over the past 30 days, yet traders on Bitfinex have cut their leveraged long positions by more than 18,000 BTC during this time. This wave of profit-taking in margin markets has led to speculation that professional traders may not be fully confident in the current $104,000 price level. Bitfinex BTC margin longs, BTC. Source: TradingView / Cointelegraph Bitfinex margin longs dropped from 80,387 BTC to 65,889 BTC between April 16 and May 16. This shift marks a reversal from the strong bul…
    World Liberty Financial brushes off oversight concerns from Congress
    Zach Witkoff, one of the co-founders of the Donald Trump family-backed crypto platform World Liberty Financial (WLFI), has rebuffed efforts by US lawmakers to investigate the president’s potential conflicts of interest. In a May 15 letter to Senator Richard Blumenthal, lawyers for World Liberty Financial claimed a call to investigate the crypto platform was based on “fundamentally flawed premises and inaccuracies.” Witkoff did not specifically address any allegations, claiming that WLFI was “too busy building” for oversight. “The Company rejects the false choice between innovation and oversight,” said the letter. “What it opposes is the misuses of regulatory authority and uncertainty to suppress lawful innovation.” May 15 letter to Sen. Blumenthal. Source: Zach Witkoff Blumenthal, the rank…
    Judge sentences SEC hacker to 14 months in prison
    A federal judge has sentenced Eric Council Jr., one of the individuals responsible for posting a fake message announcing regulatory approval of spot Bitcoin exchange-traded funds, to 14 months in prison. Following a May 16 hearing in the US District Court for the District of Columbia, the Justice Department announced that Council would serve 14 months in prison after pleading guilty to one count of conspiracy to commit aggravated identity theft and access device fraud. He was part of a group that compromised the X account of the US Securities and Exchange Commission (SEC) in January 2024 and said the regulatory body would be approving spot Bitcoin (BTC) ETFs. Prosecutors had requested that the judge impose a two-year sentence, while Council’s lawyers asked for one year and one day. Court filings showed he earned roughly $50,000 through SIM swap attacks like the one that compromised the SEC’s X account — funds likely subject to forfeiture. This is a developing story, and further information will be added as it becomes available.
    CFTC commissioner to leave agency on May 31
    Christy Goldsmith Romero of the US Commodity Futures Trading Commission (CFTC) will step down on May 31, leaving three seats open at the financial regulator. In a May 16 announcement, Romero said her last day at the agency would be on May 31, ahead of her initial plans to leave if the Senate confirmed former commissioner Brian Quintenz as the new chair. Her departure will come just one day after Commissioner Summer Mersinger is expected to step down to join the crypto advocacy organization the Blockchain Association as CEO. “It has been a tremendous honor to conclude my 23 years of federal service at an agency with such an important mission to ensure that financial markets perform their critical role in the US and global economies,” said Romero. Romero and Mersinger’s upcoming departures would leave the CFTC with only two Senate-confirmed members: acting chair Caroline Pham and Commissioner Kristin Johnson, each taking one Republican and Democratic seat, respectively. The shakeup in leadership gives President Donald Trump the opportunity to pick two more commissioners after the Senate addresses Quintenz’s nomination. This is a developing story, and further information will be added as it becomes available.
    Basel Medical shares down 15% on $1B Bitcoin buying plans
    Shares of Basel Medical Group are down around 15% after the healthcare company announced plans to buy $1 billion in Bitcoin for its corporate treasury.  On May 16, Singapore-based Basel said it was “in advanced discussions with a consortium of institutional investors and high-net-worth individuals […] to acquire a US$1 billion BTC through an innovative share-swap arrangement. The company said the benefits of its planned purchase include creating “one of the strongest balance sheets among Asia-focused healthcare providers” and providing “unmatched financial flexibility for mergers and acquisitions.” It also said the Bitcoin (BTC) treasury would help Basel “[e]stablish “a diversified asset base to weather market volatility.” But the company’s shareholders weren’t sold. Basel’s stock, BMGL, h…
    Price predictions 5/16: BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI, LINK, AVAX
    Key points: A Bitcoin price close above $105,000 could accelerate momentum and trigger a rally to $130,000. Ether continues to gain strength, which is being mirrored by many altcoins. Bitcoin (BTC) has been consolidating between $100,718 and $105,819 for the past few days, indicating a balance between supply and demand. A positive sign is that the price has held above the psychologically crucial $100,000 level, signaling that the bulls are hanging on to their positions as they anticipate another leg higher. Market intelligence firm Santiment highlighted in a post on X that the failure to rise above $105,000 has caused impatience among retail traders, which “historically is a bullish sign for prices.” Crypto market data daily view. Source: Coin360 However, repeated failure to push the pr…
    Price predictions 5/16: BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI, LINK, AVAX
    Key points: A Bitcoin price close above $105,000 could accelerate momentum and trigger a rally to $130,000. Ether continues to gain strength, which is being mirrored by many altcoins. Bitcoin (BTC) has been consolidating between $100,718 and $105,819 for the past few days, indicating a balance between supply and demand. A positive sign is that the price has held above the psychologically crucial $100,000 level, signaling that the bulls are hanging on to their positions as they anticipate another leg higher. Market intelligence firm Santiment highlighted in a post on X that the failure to rise above $105,000 has caused impatience among retail traders, which “historically is a bullish sign for prices.” Crypto market data daily view. Source: Coin360 However, repeated failure to push the pr…
    Crypto miner turned AI provider CoreWeave adds billions in market cap
    Shares of AI cloud computing company CoreWeave (CRWV) surged on May 16 after chip giant Nvidia revealed a large ownership stake, signaling growing corporate and institutional interest in the newly public company. CRWV stock climbed as much as 26.3% in New York trading, pushing its market capitalization above $38 billion. Trading volumes were more than double the daily average, according to Yahoo Finance data. The stock was last seen trading around $81, up 23% on the day. CRWV has climbed to $81 a share on May 16. Source: Yahoo Finance CoreWeave’s rally was sparked by regulatory filings from Nvidia showing that the company owned $900 million of CRWV stock at the end of the first quarter. The value of the holdings has more than doubled since March 31, assuming Nvidia hasn’t sold any shares …
    Crypto miner turned AI provider CoreWeave adds billions in market cap
    Shares of AI cloud computing company CoreWeave (CRWV) surged on May 16 after chip giant Nvidia revealed a large ownership stake, signaling growing corporate and institutional interest in the newly public company. CRWV stock climbed as much as 26.3% in New York trading, pushing its market capitalization above $38 billion. Trading volumes were more than double the daily average, according to Yahoo Finance data. The stock was last seen trading around $81, up 23% on the day. CRWV has climbed to $81 a share on May 16. Source: Yahoo Finance CoreWeave’s rally was sparked by regulatory filings from Nvidia showing that the company owned $900 million of CRWV stock at the end of the first quarter. The value of the holdings has more than doubled since March 31, assuming Nvidia hasn’t sold any shares …
    Bitcoin breaks out while Coinbase breaks down: Finance Redefined
    News broke on May 15 that Coinbase was the target of a $20 million extortion attempt after cybercriminals recruited overseas support agents to leak user data for social engineering scams. While less than 1% of Coinbase’s active monthly users were reportedly affected, the expected remediation and reimbursement expenses range from $180 million to $400 million, as the exchange pledged to repay all phishing attack victims. Despite the attack on the world’s third-largest cryptocurrency exchange, investor sentiment remains optimistic, with the Fear & Greed Index remaining firmly in the “Greed” zone above 69, according to CoinMarketCap data. Fear & Greed Index, 30-day chart. Source: CoinMarketCap Adding to investor optimism, Coinbase saw over $1 billion worth of Bitcoin withdrawn on May 9, markin…
    Bitcoin breaks out while Coinbase breaks down: Finance Redefined
    News broke on May 15 that Coinbase was the target of a $20 million extortion attempt after cybercriminals recruited overseas support agents to leak user data for social engineering scams. While less than 1% of Coinbase’s active monthly users were reportedly affected, the expected remediation and reimbursement expenses range from $180 million to $400 million, as the exchange pledged to repay all phishing attack victims. Despite the attack on the world’s third-largest cryptocurrency exchange, investor sentiment remains optimistic, with the Fear & Greed Index remaining firmly in the “Greed” zone above 69, according to CoinMarketCap data. Fear & Greed Index, 30-day chart. Source: CoinMarketCap Adding to investor optimism, Coinbase saw over $1 billion worth of Bitcoin withdrawn on May 9, markin…
    Bitcoin supply crunch boosts confidence in $200K target for 2025 — Bitwise CIO
    Matt Hougan, chief investment officer at Bitwise, predicts Bitcoin (BTC) will reach $200,000 by the end of 2025 due to a supply shock from heightened institutional demand. In an interview with Cointelegraph at Consensus 2025 in Toronto, the executive said that Bitwise's Bitcoin price prediction model is driven exclusively by supply and demand metrics. Hougan laid out the specific figures driving the forecast: "We know that miners will produce 165,000 BTC this year. Already, publicly traded companies have bought more than that. ETFs are at $6 billion in inflows. We think governments are going to be buying. We see this sort of structural difference between demand and supply." "I think eventually that will exhaust sellers at the $100,000 level where we have been stuck, and I think the next st…
    Bitcoin supply crunch boosts confidence in $200K target for 2025 — Bitwise CIO
    Matt Hougan, chief investment officer at Bitwise, predicts Bitcoin (BTC) will reach $200,000 by the end of 2025 due to a supply shock from heightened institutional demand. In an interview with Cointelegraph at Consensus 2025 in Toronto, the executive said that Bitwise's Bitcoin price prediction model is driven exclusively by supply and demand metrics. Hougan laid out the specific figures driving the forecast: "We know that miners will produce 165,000 BTC this year. Already, publicly traded companies have bought more than that. ETFs are at $6 billion in inflows. We think governments are going to be buying. We see this sort of structural difference between demand and supply." "I think eventually that will exhaust sellers at the $100,000 level where we have been stuck, and I think the next st…
    US Senate will pass Stablecoin bill — Digital Chamber chief
    The stalling of key stablecoin legislation in the United States Senate was a minor setback, and the bill will pass in the coming weeks, said Cody Carbone, CEO of Digital Chamber, a Washington, DC,-based blockchain trade association and advocacy group. Speaking to Cointelegraph at Consensus 2025, Carbone argued it is in the best interests of the US to pass comprehensive stablecoin regulations to protect US dollar hegemony in global markets, which has bipartisan appeal and support. Carbone said: "These things never move as quickly as we want them to move, but it's stablecoin legislation. This Congress has already moved more expeditiously than we ever could have imagined. So, yes, it's a bump in the road, but I think very, very shortly, we will have another vote." The Guiding and Establishing…
    US Senate will pass Stablecoin bill — Digital Chamber chief
    The stalling of key stablecoin legislation in the United States Senate was a minor setback, and the bill will pass in the coming weeks, said Cody Carbone, CEO of Digital Chamber, a Washington, DC,-based blockchain trade association and advocacy group. Speaking to Cointelegraph at Consensus 2025, Carbone argued it is in the best interests of the US to pass comprehensive stablecoin regulations to protect US dollar hegemony in global markets, which has bipartisan appeal and support. Carbone said: "These things never move as quickly as we want them to move, but it's stablecoin legislation. This Congress has already moved more expeditiously than we ever could have imagined. So, yes, it's a bump in the road, but I think very, very shortly, we will have another vote." The Guiding and Establishing…
    Bitcoin breakout odds climb as all-time highs meet $90K dip warning
    Key points: Bitcoin refuses to budge from a narrow range as traders consider the likely breakout direction. Price discovery is keenly awaited, but downside predictions include levels further toward $90,000. BTC/USD has delivered highly patterned moves since its rebound began in April. Bitcoin (BTC) kept traders guessing at the May 16 Wall Street open as consolidation sparked both bullish and bearish forecasts. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView “Significant” liquidity builds around BTC price Data from Cointelegraph Markets Pro and TradingView showed BTC/USD shuttling between $103,000 and $104,000 on the day. Despite beating expectations, the latest US macroeconomic data in the form of the Consumer Price Index (CPI) and Producer Price Index (PPI) prints on May 13 an…
    Bitcoin breakout odds climb as all-time highs meet $90K dip warning
    Key points: Bitcoin refuses to budge from a narrow range as traders consider the likely breakout direction. Price discovery is keenly awaited, but downside predictions include levels further toward $90,000. BTC/USD has delivered highly patterned moves since its rebound began in April. Bitcoin (BTC) kept traders guessing at the May 16 Wall Street open as consolidation sparked both bullish and bearish forecasts. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView “Significant” liquidity builds around BTC price Data from Cointelegraph Markets Pro and TradingView showed BTC/USD shuttling between $103,000 and $104,000 on the day. Despite beating expectations, the latest US macroeconomic data in the form of the Consumer Price Index (CPI) and Producer Price Index (PPI) prints on May 13 an…
    From debanking to a banking arms race—The rise of stablecoins
    Opinion by: Megan Knab, CEO, Franklin Payroll There are few historical examples of such a massive about-face for an industry, from banks debanking crypto businesses to now embracing stablecoins. If you talk to most crypto startup founders or companies with crypto on the balance sheet, they will all have war stories about finding, applying for and maintaining bank accounts.  Over the past three years, over half of debanking complaints have been lodged against four American banks — Bank of America, JPMorgan, Wells Fargo and Citibank. Now, as the policies that discriminated against the crypto industry, like “Operation Chokepoint 2.0” and the recision of controversial accounting rule SAB 121, have been repealed, a new openness to blockchain technology from the finance sector is possible.  It i…
    From debanking to a banking arms race—The rise of stablecoins
    Opinion by: Megan Knab, CEO, Franklin Payroll There are few historical examples of such a massive about-face for an industry, from banks debanking crypto businesses to now embracing stablecoins. If you talk to most crypto startup founders or companies with crypto on the balance sheet, they will all have war stories about finding, applying for and maintaining bank accounts.  Over the past three years, over half of debanking complaints have been lodged against four American banks — Bank of America, JPMorgan, Wells Fargo and Citibank. Now, as the policies that discriminated against the crypto industry, like “Operation Chokepoint 2.0” and the recision of controversial accounting rule SAB 121, have been repealed, a new openness to blockchain technology from the finance sector is possible.  It i…
    Europe’s MiCA law is motion, but can the crypto industry keep up?
    The European Union’s Markets in Crypto-Assets regulation — better known as MiCA — is now in its critical implementation phase. Designed to unify crypto regulation across all 27 EU member states, MiCA promises clarity, consumer protection and long-term market stability. But as implementation begins, cracks are already showing. In this week’s episode of Byte-Sized Insight, we explore the key provisions of MiCA now in force, particularly around stablecoins, and why some of the largest players in the market are refusing to comply. As of January 2025, crypto asset service providers (CASPs) began acquiring licenses to operate legally within the EU. A transitional or “grandfathering” period allows existing firms up to 18 months, depending on the member state, to comply. Still, with deadlines app…
    Europe’s MiCA law is motion, but can the crypto industry keep up?
    The European Union’s Markets in Crypto-Assets regulation — better known as MiCA — is now in its critical implementation phase. Designed to unify crypto regulation across all 27 EU member states, MiCA promises clarity, consumer protection and long-term market stability. But as implementation begins, cracks are already showing. In this week’s episode of Byte-Sized Insight, we explore the key provisions of MiCA now in force, particularly around stablecoins, and why some of the largest players in the market are refusing to comply. As of January 2025, crypto asset service providers (CASPs) began acquiring licenses to operate legally within the EU. A transitional or “grandfathering” period allows existing firms up to 18 months, depending on the member state, to comply. Still, with deadlines app…
    Violent crypto robberies on the rise: Six attacks that targeted investors
    As cryptocurrency gains in popularity and price, some criminals are taking to violent measures to steal funds from high-profile crypto holders. Jameson Lopp’s GitHub repository, which logs such incidents, has recorded 22 “$5 wrench” attacks on crypto holders in 2025 alone. The moniker comes from the crude and violent methods perpetrators use to compel crypto holders to hand over their bags.  In many cases, local law enforcement can intervene before anyone is harmed and funds are lost. But there is a growing trend of increasingly violent and successful attacks, some of which have resulted in permanent harm and even death. The most recent incident in Paris, France compelled the French Ministry of the Interior to hold a meeting to address the rising trend. Here are just seven of the most high…
    Violent crypto robberies on the rise: Six attacks that targeted investors
    As cryptocurrency gains in popularity and price, some criminals are taking to violent measures to steal funds from high-profile crypto holders. Jameson Lopp’s GitHub repository, which logs such incidents, has recorded 22 “$5 wrench” attacks on crypto holders in 2025 alone. The moniker comes from the crude and violent methods perpetrators use to compel crypto holders to hand over their bags.  In many cases, local law enforcement can intervene before anyone is harmed and funds are lost. But there is a growing trend of increasingly violent and successful attacks, some of which have resulted in permanent harm and even death. The most recent incident in Paris, France compelled the French Ministry of the Interior to hold a meeting to address the rising trend. Here are just seven of the most high…
    Ripple: Judge's settlement rejection has no effect on legal victory
    Ripple’s legal chief said a US court’s rejection of a proposed XRP settlement with the Securities and Exchange Commission (SEC) does not pose a threat to Ripple’s win. Judge Analisa Torres of the US District Court for the Southern District of New York rejected a joint Ripple-SEC motion seeking an indicative ruling on their proposed settlement, according to a filing on May 15. Ripple’s chief legal officer, Stuart Alderoty, said the rejection does not reverse the company’s victory in the case. The company announced the end of the lawsuit on March 19. Source: Stuart Alderoty Alderoty stressed that the latest court decision does not change the fact that XRP (XRP) is not a security, adding that the rejection is related to “procedural concerns with the dismissal of Ripple’s cross-appeal.” Why di…
    Ripple says XRP ruling does not affect its legal victory
    Ripple’s legal chief said a US court’s rejection of a proposed XRP settlement with the Securities and Exchange Commission (SEC) does not pose a threat to Ripple’s win. Judge Analisa Torres of the US District Court for the Southern District of New York rejected a joint Ripple-SEC motion seeking an indicative ruling on their proposed settlement, according to a filing on May 15. Ripple’s chief legal officer, Stuart Alderoty, said the rejection does not reverse the company’s victory in the case. The company announced the end of the lawsuit on March 19. Source: Stuart Alderoty Alderoty stressed that the latest court decision does not change the fact that XRP (XRP) is not a security, adding that the rejection is related to “procedural concerns with the dismissal of Ripple’s cross-appeal.” Why di…
    Bitcoin treasury pivot lifts luxury watchmaker’s stock more than 60%
    Shares of luxury watchmaker Top Win surged more than 60% in premarket trading after the company said it would adopt a Bitcoin accumulation strategy and had changed its name to AsiaStrategy. In a May 16 announcement, AsiaStrategy said it is partnering with Sora Ventures to adopt a Bitcoin (BTC) treasury strategy. Sora previously partnered with Metaplanet in 2024 to create Japan’s first corporate Bitcoin treasury. The stock market took immediate notice of the announcement. Top Win stock closed the trading day at $7.50 on May 15, but traded at $12.12 in premarket at the time of writing — a jump of over 60%. Top Win share price. Source: Google Finance AsiaStrategy’s luxury watchmaking business will continue alongside its Bitcoin accumulation strategy, rather than a full pivot. Related: Jim Ch…
    Bitcoin treasury pivot lifts luxury watchmaker stock more than 60%
    Luxury watchmaker Top Win has rebranded to AsiaStrategy and is adopting a Bitcoin accumulation strategy. In a May 16 announcement, AsiaStrategy said it is partnering with Sora Ventures to adopt a Bitcoin (BTC) treasury strategy. Sora previously partnered with Metaplanet in 2024 to create Japan’s first corporate Bitcoin treasury. The stock market took immediate notice of the announcement. Top Win stock closed the trading day at $7.50 on May 15, but traded at $12.12 in premarket at the time of writing — a jump of over 60%. Top Win share price. Source: Google Finance AsiaStrategy’s luxury watchmaking business will continue alongside its Bitcoin accumulation strategy, rather than a full pivot. Related: Jim Chanos takes opposing bets on Bitcoin and Strategy The announcement comes just a day aft…
    Here’s what happened in crypto today
    Today in crypto, a new report from Fireblocks shows 90% of institutional players are using or plan to use stablecoins, with banks prioritizing cross-border payments and speed as key benefits, the US Department of Justice (DOJ) added another 12 people to its list of defendants suspected of being involved in a major US crypto racketeering ring, and Coinbase has fired a group of contracted customer support agents allegedly involved in insider phishing attacks that could cost the company up to $400 million. 90% of institutions “taking action” on stablecoins A report from enterprise-grade digital assets platform Fireblocks shows that 90% of institutional players are using or exploring the use of stablecoins in their operations. The report, published May 15, surveyed 295 executives across tradi…
    The emergence of Sonic and what it means for DeFi: Report
    Why did Fantom reinvent itself as Sonic? Fantom was one of the pioneers of the directed acyclic graph (DAG) design for distributed ledgers. It featured fast finality and transaction fees of a fraction of a cent. However, Fantom relied on the Ethereum-derived account storage model and the EVM, which led to bloated storage and slow execution times. To address these bottlenecks and implement numerous other updates, the team behind Fantom rolled out Sonic, a fully independent new blockchain network. A new report by HTX  explores Sonic's technological background, its new tokenomics model and the innovations it brings to DeFi.   Download a full version of the report for free here Sonic’s technical architecture Sonic runs on the proprietary SonicVM execution engine, which dynamically translates E…
    The emergence of Sonic and what it means for DeFi: Report
    Why did Fantom reinvent itself as Sonic? Fantom was one of the pioneers of the directed acyclic graph (DAG) design for distributed ledgers. It featured fast finality and transaction fees of a fraction of a cent. However, Fantom relied on the Ethereum-derived account storage model and the EVM, which led to bloated storage and slow execution times. To address these bottlenecks and implement numerous other updates, the team behind Fantom rolled out Sonic, a fully independent new blockchain network. A new report by HTX  explores Sonic's technological background, its new tokenomics model and the innovations it brings to DeFi.   Download a full version of the report for free here Sonic’s technical architecture Sonic runs on the proprietary SonicVM execution engine, which dynamically translates E…
    51% attack on Ethereum more difficult than on Bitcoin — Justin Drake
    Ethereum Merge architect Justin Drake told Cointelegraph that it would be cheaper to launch a 51% attack on Bitcoin than on Ethereum. Drake said it would be “much cheaper to 51% attack Bitcoin” and that it would cost “on the order of $10 billion.” Drake led work on Ethereum’s proof-of-stake (PoS) implementation and was a principal architect in the Merge (the full PoS transition event). His remarks echo a May 14 X post by Grant Hummer, the co-founder of Ethereum-focused marketing and product company Etherealize. In the post, Hummer said that Bitcoin “is completely screwed because of its security budget.” Hummer claimed it would cost $8 billion to run a successful 51% attack, and said a successful attack is “virtually certain” when the cost slips to $2 billion. A 51% attack occurs when a si…
    51% attack on Ethereum more difficult than on Bitcoin — Justin Drake
    Ethereum Merge architect Justin Drake told Cointelegraph that he believes it would be cheaper to launch a 51% attack on Bitcoin than on Ethereum. Drake said it would be “much cheaper to 51% attack Bitcoin” and that it would cost “on the order of $10 billion.” Drake led work on Ethereum’s proof-of-stake (PoS) implementation and was a principal architect in the Merge (the full PoS transition event). His remarks echo a May 14 X post by Grant Hummer, the co-founder of Ethereum-focused marketing and product company Etherealize. In the post, Hummer said that Bitcoin “is completely screwed because of its security budget.” Hummer claimed it would cost $8 billion to run a successful 51% attack, and he expects a successful attack to be “virtually certain” when the cost slips to $2 billion. A 51% at…
    XRP price path to $3.40 remains intact — Here is why
    Key takeaways: XRP price is forming a bullish V-shaped recovery pattern targeting $3.40. A 53% surge in open interest to $5.06 billion signals bullish sentiment. XRP (XRP) price shows positive signs as a bullish technical pattern emerges on its weekly chart, coinciding with increasing open interest. Increasing OI backs XRP upside XRP price is down 2% over the last 24 hours to trade above $2.40 on May 16, but has gained 13% over the past two weeks as the broader cryptocurrency market recovered and XRP open interest (OI) surged. The OI surged 53% from $3.61 billion to $5.53 billion between May 8 and May 14, before dropping slightly to $5.06 billion on May 16. Futures OI increasing alongside the price indicates bullish sentiment. XRP futures open interest. Source: CoinGlass Historically, s…
    XRP price path to $3.40 remains intact — Here is why
    Key takeaways: XRP price is forming a bullish V-shaped recovery pattern targeting $3.40. A 53% surge in open interest to $5.06 billion signals bullish sentiment. XRP (XRP) price shows positive signs as a bullish technical pattern emerges on its weekly chart, coinciding with increasing open interest. Increasing OI backs XRP upside XRP price is down 2% over the last 24 hours to trade above $2.40 on May 16, but has gained 13% over the past two weeks as the broader cryptocurrency market recovered and XRP open interest (OI) surged. The OI surged 53% from $3.61 billion to $5.53 billion between May 8 and May 14, before dropping slightly to $5.06 billion on May 16. Futures OI increasing alongside the price indicates bullish sentiment. XRP futures open interest. Source: CoinGlass Historically, s…
    Fake Eric Trump-themed token is ‘rug in the making,’ says Bubblemaps
    A fake Eric Trump-themed memecoin launched on Solana’s memecoin launchpad Pump.fun, rose more than 6,200% in the past 24 hours, raising red flags among blockchain analysts who warned of a potential rug pull. A newly-created Eric Trump (ERICTRUMP) memecoin with the token address “jv7d” surpassed $140 million in market capitalization within a day since its launch on May 16, CoinMarketCap data shows. ERICTRUMP/USD, all-time chart. Source: CoinMarketCap  The memecoin’s distribution raises significant red flags that point to a rug pull “in the making,” warned blockchain data platform Bubblemaps in a May 16 X post. Source: Bubblemaps A rug pull typically refers to the sudden removal of liquidity or mass sell-off by token insiders, often resulting in a steep price collapse that leaves retail hold…
    Fake Eric Trump-themed token is ‘rug in the making,’ says Bubblemaps
    A fake Eric Trump-themed memecoin launched on Solana’s memecoin launchpad Pump.fun, rose more than 6,200% in the past 24 hours, raising red flags among blockchain analysts who warned of a potential rug pull. A newly-created Eric Trump (ERICTRUMP) memecoin with the token address “jv7d” surpassed $140 million in market capitalization within a day since its launch on May 16, CoinMarketCap data shows. ERICTRUMP/USD, all-time chart. Source: CoinMarketCap  The memecoin’s distribution raises significant red flags that point to a rug pull “in the making,” warned blockchain data platform Bubblemaps in a May 16 X post. Source: Bubblemaps A rug pull typically refers to the sudden removal of liquidity or mass sell-off by token insiders, often resulting in a steep price collapse that leaves retail hold…
    Warren Buffett exits crypto-friendly Nubank holdings, netting $250M profit
    Key takeaways: Warren Buffett’s Berkshire Hathaway earned $250 million from its complete exit from crypto-friendly Nubank. The decision to divest didn’t appear to be performance-based; Nu Holdings posted record profits in 2024 and Q1 2025. Buffett’s exit aligns with Berkshire’s broader financial sector pullback and growing cash reserve strategy. Warren Buffett, the legendary investor long known for his skepticism toward cryptocurrencies, has fully exited his position in one of Latin America’s most crypto-friendly banks, Nubank, before his departure from Berkshire Hathaway. Berkshire earns $250 million from crypto investments A May 15 filing with the US Securities and Exchange Commission (SEC) confirmed that Berkshire has liquidated its positions in Nubank’s parent firm, Nu Holdings, en…
    Warren Buffett exits crypto-friendly Nubank holdings, netting $250M profit
    Key takeaways: Warren Buffett’s Berkshire Hathaway earned $250 million from its complete exit from crypto-friendly Nubank. The decision to divest didn’t appear to be performance-based—Nu Holdings posted record profits in 2024 and Q1 2025. Buffett's exit aligns with Berkshire’s broader financial sector pullback and growing cash reserve strategy. Warren Buffett, the legendary investor long known for his skepticism toward cryptocurrencies, has fully exited his position in one of Latin America’s most crypto-friendly banks, Nubank, before his departure from Berkshire Hathaway. Berkshire earns $250 million from crypto investments A May 15 filing with the US Securities and Exchange Commission (SEC) confirmed that Berkshire has completely liquidated its positions in Nubank’s parent firm, Nu Ho…
    AI vibe coding: what it is, why it’s risky, and how to stay safe
    What is AI vibe coding? AI vibe coding is a novel approach to software development that generates advanced, executable code based on well-crafted natural language user prompts.  Yet another innovation fueled by artificial intelligence capabilities, AI vibe coding is proving to be a game-changer, especially for non-technical enthusiasts who can now experiment with software development and contribute to the ever-expanding technology ecosystem. At a fundamental level, AI vibe coding uses advanced machine learning algorithms to interpret natural language instructions and generate corresponding code in the desired software language.  Users can input their requirements in plain language, such as “create a crypto website with a blog section and user logi…
    AI vibe coding: what it is, why it’s risky, and how to stay safe
    What is AI vibe coding? AI vibe coding is a novel approach to software development that generates advanced, executable code based on well-crafted natural language user prompts.  Yet another innovation fueled by artificial intelligence capabilities, AI vibe coding is proving to be a game-changer, especially for non-technical enthusiasts who can now experiment with software development and contribute to the ever-expanding technology ecosystem. At a fundamental level, AI vibe coding uses advanced machine learning algorithms to interpret natural language instructions and generate corresponding code in the desired software language.  Users can input their requirements in plain language, such as “create a crypto website with a blog section and user logi…
    China-linked consumer brand DayDayCook plans to acquire 5,000 Bitcoin
    Mainland China, one of the world’s most restrictive countries toward cryptocurrency, may be inching closer to adoption as a locally operating brand announced a Bitcoin reserve strategy. DDC Enterprise, also known as DayDayCook, a US consumer brand with Hong Kong roots and operations in mainland China, is adopting a Bitcoin (BTC) reserve strategy, CEO Norma Chu announced in a shareholder letter on May 15. As part of the strategy, DDC has acquired 100 BTC for about $10.4 million and plans to accumulate 5,000 BTC in the next 36 months, with 500 BTC targeted by the end of 2025. Chu’s Bitcoin reserve announcement came after the firm posted a 33% revenue increase in 2024, with total revenue amounting to 273.3 million Chinese yuan ($37.4 million), according to its Form 20-F filing with the US Sec…
    China-linked consumer brand DayDayCook plans to acquire 5,000 Bitcoin
    Mainland China, one of the world’s most restrictive countries toward cryptocurrency, may be inching closer to adoption as a locally operating brand announced a Bitcoin reserve strategy. DDC Enterprise, also known as DayDayCook, a US consumer brand with Hong Kong roots and operations in mainland China, is adopting a Bitcoin (BTC) reserve strategy, CEO Norma Chu announced in a shareholder letter on May 15. As part of the strategy, DDC has acquired 100 BTC for about $10.4 million and plans to accumulate 5,000 BTC in the next 36 months, with 500 BTC targeted by the end of 2025. Chu’s Bitcoin reserve announcement came after the firm posted a 33% revenue increase in 2024, with total revenue amounting to 273.3 million Chinese yuan ($37.4 million), according to its Form 20-F filing with the US Sec…
    90% of institutions ‘taking action’ on stablecoins: Fireblocks survey
    Update May 16, 11:24 am UTC: This article has been updated to add comments from Ran Goldi, senior vice president of payments and network at Fireblocks. A report from enterprise-grade digital assets platform Fireblocks shows that 90% of institutional players are using or exploring the use of stablecoins in their operations. The report, published May 15, surveyed 295 executives across traditional banks, financial institutions, fintech companies and payment gateways. Almost half of the respondents (49%) said they already use stablecoins in payments, while 23% are conducting pilot tests and another 18% are in the planning stage. Only 10% of institutions surveyed said they were undecided about stablecoin adoption. “The stablecoin race has become a matter of avoiding obsolescence as customer d…
    90% of institutions ‘taking action’ on stablecoins: Fireblocks survey
    A new report from enterprise-grade digital assets platform Fireblocks shows that 90% of institutional players are either using or exploring the use of stablecoins in their operations. The report, published May 15, surveyed 295 executives across traditional banks, financial institutions, fintech companies and payment gateways. Nearly half of respondents (49%) said they already use stablecoins in payments, while 23% are conducting pilot tests, and another 18% are in the planning phase.’ Only 10% of institutions surveyed said they are undecided about stablecoin adoption. “The stablecoin race has become a matter of avoiding obsolescence as customer demand accelerates and use cases mature,” Fireblocks wrote in the report.  Current stablecoin adoption among institutional respondents. Source: F…
    Central banks testing smart contract toolkit under BIS Project Pine
    Central banks are experimenting with smart contracts to implement monetary policy in tokenized environments, signaling a growing interest in integrating blockchain technology into traditional finance (TradFi). According to a joint research study by the Federal Reserve Bank of New York’s Innovation Center and the Bank for International Settlements (BIS) Innovation Hub Swiss Centre, smart contracts could offer central banks flexible, rapid-response tools in a tokenized financial system. The study, dubbed Project Pine, tested a prototype “generic customizable monetary policy tokenized toolkit” for further research by central banks, according to a BIS report published May 15. “The smart contract toolkit was fast and flexible,” the BIS wrote. “In hypothetical scenarios, the central bank was abl…
    Central banks testing smart contract toolkit under BIS Project Pine
    Central banks are experimenting with smart contracts to implement monetary policy in tokenized environments, signaling a growing interest in integrating blockchain technology into traditional finance (TradFi). According to a joint research study by the Federal Reserve Bank of New York’s Innovation Center and the Bank for International Settlements (BIS) Innovation Hub Swiss Centre, smart contracts could offer central banks flexible, rapid-response tools in a tokenized financial system. The study, dubbed Project Pine, tested a prototype “generic customizable monetary policy tokenized toolkit” for further research by central banks, according to a BIS report published May 15. “The smart contract toolkit was fast and flexible,” the BIS wrote. “In hypothetical scenarios, the central bank was abl…
    Here is why Bitcoin price is stuck below $105K
    Key takeaways: Bitcoin price consolidates as resistance at $105,000 prevents a rally to new all-time highs. Traders are slightly bearish, but historical data suggests a sudden bullish move should not be ruled out. Bitcoin (BTC) price has been consolidating within a roughly $3,500 range over the past seven days as the $105,000 level remains the overhead resistance to break. BTC/USD weekly chart. Cointelegraph/TradingView Bitcoin unable to crack $105,000 Data from Cointelegraph Markets Pro and Bitstamp shows that BTC’s price has been oscillating between its resistance level at $105,000 and $101,500, where it has found support. “$BTC is stuck in a narrowing $101.5K–$104K range,” said Swissblock in a May 16 post on X.  The onchain data provider said that Bitcoin began consolidating after t…
    Here is why Bitcoin price is stuck below $105K
    Key takeaways: Bitcoin price consolidates as resistance at $105,000 prevents rally to new all-time highs. Traders are slightly bearish, but historical data suggests that a sudden bullish move should not be ruled out. Bitcoin (BTC) price has been consolidating within a roughly $3,500 range over the past seven days as the $105,000 level remains the overhead resistance to break. BTC/USD weekly chart. Cointelegraph/TradingView Bitcoin unable to crack $105,000 Data from Cointelegraph Markets Pro and Bitstamp shows that BTC's price has been oscillating between its resistance level at $105,000 and $101,500, where it has found support. “$BTC is stuck in a narrowing $101.5K–$104K range,” said Swissblock in a May 16 post on X.  The onchain data provider said that Bitcoin began consolidating afte…
    Animoca’s Yat Siu says student loans can supercharge DeFi growth
    Bringing student loans onchain would increase the total value locked (TVL) in decentralized finance (DeFi) by more than four times, supercharging the industry, according to Yat Siu, chairman of Animoca Brands. Speaking at Consensus 2025 in Toronto, Siu pointed to the $3 trillion global student loan market as an untapped opportunity for the crypto industry. He said moving even 10% of that market onchain could significantly boost DeFi’s growth. “You basically more than quadruple TVL in all of DeFi,” he said, underscoring how the industry is still in its early stages.  Consensus chairman Michael Lau (left) with Animoca Brands chairman Yat Siu (right) at the Consensus mainstage in Toronto, Canada. Source: Cointelegraph Web3-based education tools to drive crypto adoption Siu said that Web3-base…
    Animoca’s Yat Siu says student loans can supercharge DeFi growth
    Bringing student loans onchain would increase the total value locked (TVL) in decentralized finance (DeFi) by more than four times, supercharging the industry, according to Yat Siu, chairman of Animoca Brands. Speaking at Consensus 2025 in Toronto, Siu pointed to the $3 trillion global student loan market as an untapped opportunity for the crypto industry. He said moving even 10% of that market onchain could significantly boost DeFi’s growth. “You basically more than quadruple TVL in all of DeFi,” he said, underscoring how the industry is still in its early stages.  Consensus chairman Michael Lau (left) with Animoca Brands chairman Yat Siu (right) at the Consensus mainstage in Toronto, Canada. Source: Cointelegraph Web3-based education tools to drive crypto adoption Siu said that Web3-base…
    Is XRP price going to crash again?
    Key takeaways: XRP is retesting a falling wedge breakout, which could lead to a rally toward $3.60. Whale wallets are in the red, and history shows this isn’t bullish for XRP price. A breakdown below $1.11 could trigger an inverse cup-and-handle pattern, targeting a sharp drop to $0.50. XRP (XRP) has rebounded by more than 50% in the last five weeks to reach $2.42 on May 16. But the price remains 30% below its January 2025 peak of $3.40, raising concerns of a bull trap. Will XRP’s price sustain the recovery or drop further in the coming days? Let’s examine. Falling wedge retest hints at sharp XRP rally XRP is completing a textbook retest of its falling wedge breakout, according to chartist CW. Often, after the breakout, the price comes back down to “retest” the wedge’s upper trendlin…
    Is XRP price going to crash again?
    Key takeaways: XRP is retesting a falling wedge breakout, which could lead to a rally toward $3.60. Whale wallets are in the red, and history shows this isn’t bullish for XRP price. A breakdown below $1.11 could trigger an inverse cup-and-handle pattern, targeting a sharp drop to $0.50. XRP (XRP) has rebounded by more than 50% in the last five weeks to reach $2.42 on May 16. But the price remains 30% below its January 2025 peak of $3.40, raising concerns of a bull trap. Will XRP’s price sustain the recovery or drop further in the coming days? Let’s examine. Falling wedge retest hints at sharp XRP rally XRP is completing a textbook retest of its falling wedge breakout, according to chartist CW. Often, after the breakout, the price comes back down to “retest” the wedge’s upper trendlin…
    Bitcoin hitting $220K ‘reasonable’ in 2025, says gold-based forecast
    Key points: New Bitcoin price targets leverage interplay with gold to deliver $200,000 and higher this year. Bitcoin price cycles remain in focus as part of the BTC price “power curve” model. Eating gold’s market cap could propel BTC/USD to nearly $1 million by the decade’s end. Bitcoin (BTC) has a “decent chance” of hitting $250,000 or more in 2025 as attention turns to gold copycat moves. In his latest analysis, X analytics account Apsk32 argued that the four-year BTC price cycle should provide unprecedented highs this year. Bitcoin “power curve” delivers $200,000+ target Bitcoin following gold to new all-time highs is a popular theory among bulls. Historically, BTC/USD follows XAU/USD higher with a delay of several months. For Apsk32, the implications are considerable this time a…
    Bitcoin hitting $220K 'reasonable' in 2025, says gold-based forecast
    Key points: New Bitcoin price targets leverage interplay with gold to deliver $200,000 and higher this year. Bitcoin price cycles remain in focus as part of the BTC price “power curve” model. Eating gold’s market cap could propel BTC/USD to nearly $1 million by the decade’s end. Bitcoin (BTC) has a “decent chance” of hitting $250,000 or more in 2025 as attention turns to gold copycat moves. In his latest analysis, X analytics account Apsk32 argued that the four-year BTC price cycle should provide unprecedented highs this year. Bitcoin “power curve” delivers $200,000+ target Bitcoin following gold to new all-time highs is a popular theory among bulls. Historically, BTC/USD follows XAU/USD higher with a delay of several months. For Apsk32, the implications are considerable this time …
    Tether AI: What it is and why it matters for crypto and AI
    What is Tether AI? Tether AI is an open-source, decentralized artificial intelligence (AI) platform launched by Tether, the company behind the Tether USDt (USDT) stablecoin. Unlike traditional AI services that depend on centralized servers and require application programming interface (API) keys, Tether AI runs on a distributed peer-to-peer (P2P) network, offering enhanced privacy, autonomy and resilience.  Designed to be modular and composable, Tether AI can operate on any hardware, whether mobile, desktop or edge devices, without centralized control or a single point of failure.  A core innovation of Tether AI is its integration with cryptocurrency infrastructure. It natively supports Bitcoin (BTC) and USDt payments using Tether’s Wallet Developm…
    Tether AI: What it is and why it matters for crypto and AI
    What is Tether AI? Tether AI is an open-source, decentralized artificial intelligence (AI) platform launched by Tether, the company behind the Tether USDt (USDT) stablecoin. Unlike traditional AI services that depend on centralized servers and require application programming interface (API) keys, Tether AI runs on a distributed peer-to-peer (P2P) network, offering enhanced privacy, autonomy and resilience.  Designed to be modular and composable, Tether AI can operate on any hardware, whether mobile, desktop or edge devices, without centralized control or a single point of failure.  A core innovation of Tether AI is its integration with cryptocurrency infrastructure. It natively supports Bitcoin (BTC) and USDt payments using Tether’s Wallet Developm…
    Crypto gaming interest drops in April, overall ecosystem healthier: DappRadar
    Blockchain gaming user activity dipped and funding slowed in April, but the overall ecosystem is healthier and maturing, according to blockchain analytics platform DappRadar. User activity dropped 10% over April, with blockchain gaming reaching a 2025 low of 4.8 million daily Unique Active Wallets, DappRadar analyst Sara Gherghelas said in the platform’s April Games Report. Gaming dominance over the decentralized app industry also fell and is now tied with decentralized finance at 21%.  Gherghelas said it’s clear user attention is shifting away from gaming, but under the surface, new infrastructure went live, major publishers doubled down, and high-quality games edged closer to launch. Source: DappRadar “The blockchain gaming industry isn’t dead — it’s evolving. It’s moving from noise to s…
    Crypto gaming interest drops in April, overall ecosystem healthier: DappRadar
    Blockchain gaming user activity dipped and funding slowed in April, but the overall ecosystem is healthier and maturing, according to blockchain analytics platform DappRadar. User activity dropped 10% over April, with blockchain gaming reaching a 2025 low of 4.8 million daily Unique Active Wallets, DappRadar analyst Sara Gherghelas said in the platform’s April Games Report. Gaming dominance over the decentralized app industry also fell and is now tied with decentralized finance at 21%.  Gherghelas said it’s clear user attention is shifting away from gaming, but under the surface, new infrastructure went live, major publishers doubled down, and high-quality games edged closer to launch. Source: DappRadar “The blockchain gaming industry isn’t dead — it’s evolving. It’s moving from noise to s…
    Starknet hits ‘Stage 1’ decentralization, tops ZK-rollups for value locked
    Ethereum layer-2 scaling platform Starknet has reached a decentralization milestone laid out by Ethereum co-founder Vitalik Buterin and is now the largest zero-knowledge rollup-based network by total value locked. Starknet said in a press release shared with Cointelegraph that it has hit “Stage 1” decentralization, according to a framework Buterin laid out in 2022, which means the network operates with limited oversight or “training wheels.” Starknet added that the framework was the “gold standard onchain tool for analyzing Ethereum scaling solutions,” and said it achieved the milestone through changes such as creating a security council and censorship-avoidance mechanisms.  While the system still allows intervention from a security council, it has implemented a fully functional validity p…
    Starknet hits ‘Stage 1’ decentralization, tops ZK-rollups for value locked
    Ethereum layer-2 scaling platform Starknet has reached a decentralization milestone laid out by Ethereum co-founder Vitalik Buterin and is now the largest zero-knowledge rollup-based network by total value locked. Starknet said in a press release shared with Cointelegraph that it has hit “Stage 1” decentralization, according to a framework Buterin laid out in 2022, which means the network operates with limited oversight or “training wheels.” Starknet added that the framework was the “gold standard onchain tool for analyzing Ethereum scaling solutions,” and said it achieved the milestone through changes such as creating a security council and censorship-avoidance mechanisms.  While the system still allows intervention from a security council, it has implemented a fully functional validity p…
    Stablecoin bill passes in Northern Marianas as House overrides veto
    The Pacific US territory of the Northern Mariana Islands has passed a bill allowing its small constituent island of Tinian to launch a stablecoin, overriding an earlier veto by the territory’s governor. The 20-member Northern Mariana Islands House voted 14-2 to undo Governor Arnold Palacios’ April 11 veto of the bill, which allows the Tinian local government to issue licenses to internet casinos and includes a provision for the Tinian treasurer to issue, manage and redeem a “Tinian Stable Token.”  The territory’s nine-member Senate had revived the bill on May 9, voting 7-1 in a two-thirds majority to override the veto, which then needed a two-thirds majority in the House to pass. Representative Marissa Flores (top left) had urged for “thoughtful deliberation” on the internet gaming and sta…
    Stablecoin bill passes in Northern Marianas as House overrides veto
    The Pacific US territory of the Northern Mariana Islands has passed a bill allowing its small constituent island of Tinian to launch a stablecoin, overriding an earlier veto by the territory’s governor. The 20-member Northern Mariana Islands House voted 14-2 to undo Governor Arnold Palacios’ April 11 veto of the bill, which allows the Tinian local government to issue licenses to internet casinos and includes a provision for the Tinian treasurer to issue, manage and redeem a “Tinian Stable Token.”  The territory’s nine-member Senate had revived the bill on May 9, voting 7-1 in a two-thirds majority to override the veto, which then needed a two-thirds majority in the House to pass. Representative Marissa Flores (top left) had urged for “thoughtful deliberation” on the internet gaming and sta…
    Crypto’s lack of ‘frothy use case’ a good sign: WisdomTree exec
    Jason Guthrie, head of product at asset manager WisdomTree, says he’s optimistic despite a noticeable lack of hype that typically comes along with a crypto bull run.  There hasn't been a “really frothy use case that has typically driven these market cycles previously,” such as initial coin offerings (ICOs), non-fungible tokens (NFTs), or DeFi lending, Guthrie told Cointelegraph at Consensus. “This time, we’ve continued to see the asset class gathering value, we’ve continued to see the companies that are built on this technology, growing revenue, growing client bases, continuing to innovate without really hanging their hat on one of these frankly less than useful use cases,” he said. WisdomTree founder Jonathan Steinberg (left), Jason Guthrie, head of product (middle) and head of digital a…
    Crypto’s lack of ‘frothy use case’ a good sign: WisdomTree exec
    Jason Guthrie, head of product at asset manager WisdomTree, says he’s optimistic despite a noticeable lack of hype that typically comes along with a crypto bull run.  There hasn't been a “really frothy use case that has typically driven these market cycles previously,” such as initial coin offerings (ICOs), non-fungible tokens (NFTs), or DeFi lending, Guthrie told Cointelegraph at Consensus. “This time, we’ve continued to see the asset class gathering value, we’ve continued to see the companies that are built on this technology, growing revenue, growing client bases, continuing to innovate without really hanging their hat on one of these frankly less than useful use cases,” he said. WisdomTree founder Jonathan Steinberg (left), Jason Guthrie, head of product (middle) and head of digital a…
    DOJ charges 12 more gamer-turned $263M Bitcoin robbers
    Another 12 people have been charged for their involvement in a $263 million crypto crime spree that stole 4,100 Bitcoin from a Genesis creditor last August, along with a string of break-ins and money laundering.  The 12 new names, included in a superseding indictment, add to charges originally brought against the main defendant in the case, Malone Lam, on Sept. 19, 2024, the Department of Justice noted in a May 15 statement. Jeandiel Serrano was named a defendant in the initial indictment but was not included in the superseding one. The DOJ said several defendants have been arrested, while two others are believed to be living in Dubai. Many of the suspects, with aliases like “Goth Ferrrari” and “The Accountant,” come from California, mostly aged between 18 and 22.  The group allegedly beg…
    Grok 'white genocide' rant due to unauthorized prompt change: xAI
    Elon Musk’s artificial intelligence firm xAI has blamed an “unauthorized modification” to the Grok chatbot’s response, causing it to generate responses mentioning political and racial tensions in South Africa.  On May 16, xAI provided an update on the Grok AI chatbot’s inflammatory responses, stating that on May 14, “an unauthorized modification was made to the Grok response bot’s prompt on X.” “This change, which directed Grok to provide a specific response on a political topic, violated xAI’s internal policies and core values,” it added. The firm stated that it had conducted a thorough investigation and is implementing measures to enhance the AI chatbot’s transparency and reliability. Grok generated responses on May 14, mentioning a “white genocide” conspiracy theory in South Africa when…
    Coinbase drops 7% on customer breach, SEC probe into user numbers
    Coinbase stock dipped after news broke of a cyberattack that exposed customer data and an ongoing Securities and Exchange Commission investigation over misstated user numbers in 2021. The double whammy of bad news rattled investors as company stock (COIN) slid 7% in a fall to $244 in after-hours trading on May 15, according to Google Finance.   Coinbase stock 24 hours. Source: Google Finance  Coinbase has since confirmed the report from The New York Times, which stated the SEC has been investigating whether Coinbase misstated its user numbers in past disclosures, an inquiry that began during the Biden administration and has continued under the Trump administration. “This is a hold-over investigation from the prior administration about a metric we stopped reporting two and a half years ago,…
    Brazil fintech gets approval to become a Bitcoin treasury company
    Méliuz’s executive chairman says his fintech firm has become Brazil’s first publicly-traded Bitcoin treasury company following shareholder approval, with the firm also announcing it bought $28.4 million worth of Bitcoin to add to its existing stack. “Historic day! Our shareholders have approved, by a wide majority, the transformation of Méliuz into the first Bitcoin Treasury Company listed in Brazil,” Israel Salmen posted to X on May 15. Salmen said the firm snapped up 274.52 Bitcoin (BTC) for an average purchase price of $103,604, achieving a BTC yield of 600%.  Méliuz now holds 320.3 Bitcoin, worth a little over $33 million, with the latest purchase adding to the Brazilian fintech firm’s first purchase of 45.73 Bitcoin on March 6. Details of Méliuz’s latest Bitcoin purchase. Source: Isra…
    AI scammers are now impersonating US government bigwigs, says FBI
    Deepfake-assisted hackers are now targeting US federal and state officials by masquerading as senior US officials in the latest brazen phishing campaign to steal sensitive data.  The bad actors have been operating since April, using deepfake voice messages and text messages to masquerade as senior government officials and establish rapport with victims, the FBI said in a May 15 warning.  “If you receive a message claiming to be from a senior US official, do not assume it is authentic,” the agency said.   If US officials’ accounts are compromised, the scam could become far worse because hackers can then “target other government officials, or their associates and contacts, by using the trusted contact information they obtain,” the FBI said.  As part of these scams, the FBI says the hackers a…
    Tornado Cash dev Roman Storm trial goes ahead with slight trim
    US federal prosecutors are pressing ahead with their case against Tornado Cash founder Roman Storm, but will drop a small part of their indictment after the Department of Justice rolled back its crypto enforcement last month. Jay Clayton, the acting US Attorney for Manhattan, told federal court judge Katherine Polk Failla in a May 15 letter that the charges against Storm still stand, bar one part of a conspiracy to operate an unlicensed money transmitting business charge. “After review of this case, this Office and the Office of the Deputy Attorney General have determined that this prosecution is consistent with the letter and spirit of the April 7, 2025 Memorandum from the Deputy Attorney General,” Clayton wrote. Deputy Attorney General Todd Blanche’s April memo said the Justice Departmen…
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    If you have experience in traditional software development, low-code tools may feel a bit sparse at first. But to many people’s surprise, traditional techniques often translate quite well to low-code development. Not always one-for-one – but usually ...  ( 7 min )
    How to Write Math Equations in Google Docs
    Math equations are a critical part of academic papers, research reports, and technical documentation. While LaTeX is widely used for professional typesetting, Google Docs offers a robust set of features for inserting and formatting math equations and...  ( 9 min )
    How to make Developer Friends When You Don't Live in Silicon Valley, with Iraqi Engineer Code;Life [Podcast #172]
    On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews software engineer and live coding streamer Code;Life. For those of you watching the video version of this interview, she lives in Iraq and she uses a 3D avatar to ...  ( 4 min )
    Learn A1 Level Spanish
    Learning a new language can open doors to new cultures, connections, and opportunities, and Spanish is one of the most widely spoken languages in the world. Whether you're dreaming of traveling to Spanish-speaking countries, connecting with Spanish-s...  ( 4 min )
  • Open

    The Download: the first personalized gene-editing drug, and Montana’s Right to Try experiment
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. This baby boy was treated with the first personalized gene-editing drug Doctors say they constructed a bespoke gene-editing treatment in less than seven months and used it to treat a baby with a…  ( 22 min )
    Access to experimental medical treatments is expanding across the US
    A couple of weeks ago I was in Washington, DC, for a gathering of scientists, policymakers, and longevity enthusiasts. They had come together to discuss ways to speed along the development of drugs and other treatments that might extend the human lifespan. One approach that came up was to simply make experimental drugs more easily…  ( 24 min )
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    Klein Vision’s AirCar Prepares For Takeoff In 2026
    A flying car is a dream for many people, and it seems like Slovakian-based Klein Vision, is making that dream come true with the world’s first certified flying car: the AirCar. The four-wheel vehicle with wings is expected to go on sale early next year, with a starting price of US$800,000 (~RM3,419,200). Last week, the final […] The post Klein Vision’s AirCar Prepares For Takeoff In 2026 appeared first on Lowyat.NET.  ( 18 min )
    Stellar Blade Gets PC Port On 11 June; Comes With Denuvo DRM
    Slightly over a year after its initial PS5 release, Stellar Blade will be making its way to PC. Shift Up announced, via the official PlayStation Blog, that there will also be additional content for the game when the PC version of th game launches, which those on PS5 will also be getting as an update. […] The post Stellar Blade Gets PC Port On 11 June; Comes With Denuvo DRM appeared first on Lowyat.NET.  ( 16 min )
    Prasarana Aims To Expand Electric Bus Fleet To Improve Public Transport Services
    Prasarana Malaysia Bhd is set to significantly expand its fleet of electric buses as part of a broader effort to improve public transportation services and increase its share of daily commuters, according to president and group chief executive Mohd Azharuddin Mat Sah. The announcement comes in response to recent remarks by Deputy Prime Minister Datuk […] The post Prasarana Aims To Expand Electric Bus Fleet To Improve Public Transport Services appeared first on Lowyat.NET.  ( 16 min )
    Samsung Opens Up Preorders For Its 2025 Samsung AI TVs
    Samsung has opened up the preorder list for its latest 2025 AI TV lineup. Announced last week, the new TVs are powered by the brand’s Vision AI technology. The preorder period started in 13 May and will continue until 1 June this year. In order to entice customer and as an extra added bonus, Samsung […] The post Samsung Opens Up Preorders For Its 2025 Samsung AI TVs appeared first on Lowyat.NET.  ( 15 min )
    Xpeng Reveals Second-Gen P7 Sedan Coupe EV
    Xpeng has recently revealed its next-generation P7. This sedan coupé EV is set to replace the company’s current flagship, the P7i. The official images were released by the model’s lead exterior designer, Rafik Ferrag, on his social media platforms. At first glance, people might notice some shades of design from the Polestar 5, especially with […] The post Xpeng Reveals Second-Gen P7 Sedan Coupe EV appeared first on Lowyat.NET.  ( 16 min )
    iQOO Neo 10 To Debut In Malaysia Soon
    Back in November, iQOO launched the iQOO Neo 10 series, a lineup of mid-range smartphones. At the time, the phones were only released in China, but now the company has confirmed that it is releasing the Neo 10 to the Malaysian market. The model we are getting differs slightly from the Neo 10 released in […] The post iQOO Neo 10 To Debut In Malaysia Soon appeared first on Lowyat.NET.  ( 16 min )
    Xiaomi To Launch Its Own Smartphone Chip Called The XRING 01
    Xiaomi has announced that it is making its own smartphone chip, called the XRING 01. The chip has apparently been in the works for more than ten years, and is set to launch later this month, although no specific date was given. The company’s co-founder and CEO Lei Jun personally made the announcement on his […] The post Xiaomi To Launch Its Own Smartphone Chip Called The XRING 01 appeared first on Lowyat.NET.  ( 16 min )
    Doom The Dark Ages Review: Going Medieval On Demon Butt
    Five years after Doom Eternal, id Software and Bethesda have finally launched Doom The Dark Ages. Instead of a sequel (for reasons that are explored in the Ancient Gods DLC for Eternal), the entry serves as a prequel, exploring the history of the Slayer on the world of Argent D’Nur, his engagement with The Night […] The post Doom The Dark Ages Review: Going Medieval On Demon Butt appeared first on Lowyat.NET.  ( 27 min )
    realme 14T Lands In Malaysia At RM999
    realme has finally announced the arrival of the 14T in Malaysia, which it states is the final addition to the 14 series.  The fourth member of the 14 family, it is technically the second cheapest model, but it is actually the most affordable option when compared to the 14x with the same 8GB+256GB configuration. The […] The post realme 14T Lands In Malaysia At RM999 appeared first on Lowyat.NET.  ( 15 min )
    Apple CarPlay Ultra Starts Rollout; Starting With Aston Martin Only
    CarPlay is normally the bridge between a modern vehicle and an iPhone, and Apple has rolled out what it calls the “latest next-generation infotainment system”. It’s simply called CarPlay Ultra which has begun its gradual rollout, with the US and Canada being the first countries to get it. Limiting access even further though is that, […] The post Apple CarPlay Ultra Starts Rollout; Starting With Aston Martin Only appeared first on Lowyat.NET.  ( 16 min )
    Sony Officially Launches The WH-1000XM6 In Malaysia
    Sony officially launched the WH-1000XM6 today. The headphones come three years after the launch of the WH-1000XM5 and as you’d expect, it comes loaded with new features and a return to a familiar design. As previously reported, Sony is reverting to the foldable design with the WH-1000XM6, which also marks an emphasis on portability and […] The post Sony Officially Launches The WH-1000XM6 In Malaysia appeared first on Lowyat.NET.  ( 16 min )
    Proton e.Mas, Hello smart Apps Support Shell Recharge Integration
    With the growing adoption of electric vehicles (EVs) in Malaysia, various agencies are working together to enhance the EV charging ecosystem. The latest collaboration involves Shell Recharge and Proton New Energy Technology (PRO-NET), who have joined forces to simplify EV charging for Malaysian drivers. Through this partnership, PROTON e.MAS and smart EV owners can now […] The post Proton e.Mas, Hello smart Apps Support Shell Recharge Integration appeared first on Lowyat.NET.  ( 16 min )
    OPPO Reno14 Series Introduced With Dimensity 8450, Larger Batteries
    OPPO has officially launched its new mid-range smartphone lineup, the Reno14. The followup to the Reno13 series, which was introduced just half a year ago, the new series is made up of a vanilla model and a higher-end Pro model, with both devices getting significantly bigger batteries. First up is the Reno13 Pro, which sports […] The post OPPO Reno14 Series Introduced With Dimensity 8450, Larger Batteries appeared first on Lowyat.NET.  ( 16 min )
    Huawei To Introduce Its First-Ever Foldable Display Laptop
    Huawei is set to unveil its nova 14 series smartphones in China on 19 May 2025, alongside a new MateBook Pro laptop running the recently introduced HarmonyOS PC platform. But those won’t be the only devices on display, as the company has also confirmed the debut of another major product at next week’s event: its […] The post Huawei To Introduce Its First-Ever Foldable Display Laptop appeared first on Lowyat.NET.  ( 15 min )
    Qualcomm Launches Snapdragon 7 Gen 4 Chipset
    Qualcomm has officially announced the latest addition to its mid-range 7 series lineup, the Snapdragon 7 Gen 4. Compared to its predecessor, it delivers a better performance in terms of CPU, GPU, and AI capabilities while introducing some new features. The new chipset is powered by a Kryo CPU with a Prime core clocked at […] The post Qualcomm Launches Snapdragon 7 Gen 4 Chipset appeared first on Lowyat.NET.  ( 16 min )
    Trump Asks Tim Cook To Not Manufacture Apple Products In India
    Speaking at a business summit in Doha, US President Donald Trump revealed that he has asked Apple CEO Tim Cook to stop manufacturing in India and focus instead on increasing production within the United States. This request comes amid Apple’s ongoing strategy to diversify its supply chain, which has seen a growing portion of iPhone […] The post Trump Asks Tim Cook To Not Manufacture Apple Products In India appeared first on Lowyat.NET.  ( 16 min )
    Huawei Watch Fit 4 Series, Watch 5 Coming To Malaysia On 22 May
    Huawei has announced the debut of its brand new lineup of wearables made up of the Watch Fit 4 series as well as the Watch 5. This time around, the former gets a Pro model while the latter only gets one model. The Watch Fit 4 lineup both come with 1.82-inch rectangular AMOLED display with […] The post Huawei Watch Fit 4 Series, Watch 5 Coming To Malaysia On 22 May appeared first on Lowyat.NET.  ( 17 min )
    Foldable iPhone May Replace Pro Max In Annual Apple Lineup
    There have been plenty of rumours surrounding the foldable iPhone, which is only slated for release next year at its earliest. But when it does happen, Apple may be betting big on it being popular, as a report claims that the company may decide to make it a yearly release. It may also take the […] The post Foldable iPhone May Replace Pro Max In Annual Apple Lineup appeared first on Lowyat.NET.  ( 16 min )
    Asus Announces New Lightweight Vivobook S14, S16 Laptops
    Asus Malaysia if officially launching its new Vivobook S14 and S16 laptops. The laptops are the more affordable variants of the Vivobook series, which we covered earlier in the year. Specs-wise, the Vivobook S14 is available with two CPU variants: one with an intel Core i5-13420, and another with the more modern Intel Core Ultra […] The post Asus Announces New Lightweight Vivobook S14, S16 Laptops appeared first on Lowyat.NET.  ( 16 min )

  • Open

    Wisconsin Investment Board sold off its Bitcoin ETF stash
    The State of Wisconsin Investment Board (SWIB), which oversees the state’s retirement funds, unloaded its shares in BlackRock’s iShares Bitcoin Trust ETF (IBIT) during the first quarter, filings show. The Wisconsin Investment Board reported no spot Bitcoin ETF positions in its 13F filing to the US Securities and Exchange Commission on May 15, liquidating all 6,060,351 IBIT shares it reported holding from the previous quarter.  The more than 6 million IBIT shares are worth around $355.6 million at current prices. SWIB was one of the first state investment funds to provide Bitcoin exposure to US retirees when it bought $164 million worth of Bitcoin ETFs in Q1 2024 — the same quarter the Bitcoin products launched. Source: Julian Fahrer The mass sell-off comes only a quarter after SWIB reporte…
    Legacy forex, payments platforms ‘hate’ stablecoin adoption — Kevin O’Leary
    Global foreign exchange and payments platforms are lobbying hard against stablecoins, which stand to significantly disrupt their business models, investor Kevin O’Leary said during a keynote address at Consensus 2025. Legacy forex and payments platforms often extract large fees for servicing cross-border cash transfers and stand to lose out on revenue if regulated stablecoins become accepted as a cheaper, faster alternative, O’Leary said at the Toronto conference.  “Currency trading is a multi-trillion dollar market — and it’s old and ugly and inefficient,” O’Leary said, adding that “[ t]he biggest threat to that monopoly or oligopoly is a regulated stablecoin.”  “Once that’s approved, the multi-trillion dollar FX market becomes efficient, transparent, and inexpensive,” he said.  Kevin O’…
    Trump’s crypto ties ‘add a certain level of challenge’ to passing bills — Coinbase exec
    Coinbase chief legal officer Paul Grewal addressed some of the concerns raised by US lawmakers and industry leaders around President Donald Trump’s crypto ventures, and how they may affect related legislation. Speaking at the Consensus conference in Toronto on May 15, Grewal said there had been “hiccups” in Congress since the Senate Banking Committee voted to advance the Guiding and Establishing National Innovation for US Stablecoins, or GENIUS Act, in March. Though Grewal said there were disputes over “substantial issues that need to be addressed” in the bill, he hinted that Trump’s involvement in the industry was a “complicating factor.”  “The discussion around the president's support for a certain memecoin or two and other efforts does add a certain level of challenge to the effort to g…
    "The world is trying to hoard Bitcoin right now" — Eric Trump
    There is an ongoing race across the world for Bitcoin accumulation, according to Eric Trump, the second-eldest son of US President Donald Trump. Speaking at a crypto conference in Toronto on May 15, Trump said that from families to government funds, “everybody in the world is trying to hoard Bitcoin right now.” The remarks came during a panel at Consensus 2025. Sharing the stage with Asher Genoot, the CEO of Bitcoin (BTC) mining company Hut 8, Trump said Bitcoin adoption has been incredible. “I'm traveling. I'm on a plane. Everybody in the world is trying to hoard Bitcoin right now. Everybody. I hear it from sovereign wealth funds. I hear it from the wealthiest families. I hear from the biggest companies.” Asher Genoot and Eric Trump at Consensus 2025. Source: Cointelegraph Trump describ…
    Bitcoin traders’ evolving view of BTC’s role in every portfolio bolsters $100K support
    Key takeaway: Bitcoin’s struggles to overtake the $105,000 level as US macroeconomic headwinds remain a challenge. Steady inflows from institutional investors and the strength of the $100,000 support point to growing confidence in Bitcoin. Bitcoin (BTC) has struggled to break above $105,000 since May 10, leading traders to question whether the bullish momentum has faded. Although BTC managed to reclaim the $104,000 level, demand for leveraged long positions has dropped sharply, as indicated by the decline in the Bitcoin futures premium.   Bitcoin 2-month futures annualized premium. Source: laevitas.ch On May 14, the annualized Bitcoin futures premium peaked at 7%, but then fell to 5%, which is near the neutral-to-bearish threshold and matches the level seen four weeks ago when BTC tra…
    Asset tokenization expected to speed capital flows, says Chainlink's Nazarov
    Asset tokenization is set to accelerate the movement of capital across traditional markets, according to Chainlink co-founder Sergey Nazarov. Speaking with Cointelegraph at Consensus 2025 in Toronto, Nazarov said the shift will boost capital velocity in asset classes such as treasuries, equities, private credit, commercial debt, and real estate. "I think that there are two sides to this equation. One is the asset, and the other one is the payment. So, you need more high-quality assets onchain, but you also need more frictionless payments that existing institutions can use easily," Nazarov said on May 14. The remarks came on the same day Chainlink announced a partnership with Kinexys, a blockchain network for institutional-grade tokenized assets by JP Morgan, and digital asset firm Ondo Fi…
    Bitdeer Q1 revenue falls more than 40% year-over-year
    Bitdeer Technologies Group reported a 41% year-over-year drop in revenue to $70.1 million for the first quarter of 2025, the Bitcoin miner said on May 15.  The Singaporean company clocked an operating loss of $3.2 million for the quarter, down from a $34.1 million profit during the same period last year, its earnings release said.  However, Bitdeer reported a Q1 net income of more than $400 million, largely driven by gains on convertible notes and warrants issued to stablecoin issuer Tether in 2024. Bitdeer’s revenue declines come as miners increasingly expand beyond Bitcoin (BTC) mining and pivot toward supplying high-performance computing (HPC) for artificial intelligence applications.  “As we scale self-mining and execute on our ASIC [mining hardware] roadmap, we are also advancing plan…
    FTX estate to start distributing more than $5B on May 30
    More than two-and-a-half years after filing for bankruptcy, cryptocurrency exchange FTX is moving forward with repaying users who have not had access to their funds. In a May 15 notice, the FTX Recovery Trust announced that it would begin disbursing funds to the second group of parties eligible under the exchange’s reorganization plan. Starting on May 30, FTX will send more than $5 billion to creditors “within 1 to 3 business days” through crypto firms BitGo and Kraken.  In accordance with the reorganization plan, FTX said five groups of “convenience classes” would receive between 54% and 120% distribution of assets. The repayment schedule for the next class of creditors will be “announced in due course,” and the debtors were expected to pay up to $16 billion if all claims were filed. Brea…
    Stablecoin regulation 'next catalyst' for crypto industry — Aptos head
    Stablecoin regulation is “the next catalyst” for the crypto industry and could lead to unprecedented “appetite from institutional investors,” according to Ash Pampati, head of ecosystem at the Aptos Foundation. In an interview with Cointelegraph at Consensus 2025 in Toronto, Pampati said that “the whole world outside of the United States […] has already jumped onto this [stablecoins],” adding that “the US is [...] at the doorstep.” “I really think about new use cases that can emerge because of the borderless nature of stablecoins, because of the efficiency of the dollar onchain,” he said. “If you're trying to send money to your friend in Nigeria, why do you have to go through a bunch of hoops?” Stablecoins are often used to transfer money across borders, as they are easier and cheaper to …
    Solana network activity surge and ‘megaphone’ chart pattern set $210 SOL price target
    Key Takeaways: Solana formed a megaphone chart pattern with a potential $210 price target. Solana’s ecosystem growth highlights renewed investor interest with a $4 billion realized cap increase and 731 million transactions. Solana (SOL) price tested its key resistance at $180 earlier this week, but the altcoin failed to establish a position above the level. Over the past few days, SOL has consolidated above the $170 mark, but prices have dropped 5.65% since May 14. Including the recent minor dip, Solana has formed a megaphone pattern on the 4-hour chart, a classic technical setup indicating increasing volatility. Solana 4-hour chart. Source: Cointelegraph/TradingView The chart illustrates that the megaphone’s upper resistance trendline sits near $185, aligning with immediate resistanc…
    Is Bitcoin price going to crash again?
    Key takeaways: Bitcoin's 36% rebound from $74,500 runs into resistance at $106,000. Bid-side liquidity is staking up on the downside near $93,000. Bitcoin (BTC) price has rebounded by 36% from its April 9, five-month low at $74,500. However, its failure to decisively break above $106,000 has sparked concerns about whether a sharp correction is possible in the coming days. BTC/USD daily price chart. Source: Cointelegraph/TradingView Over 97% of Bitcoin’s holders are now in profit Bitcoin’s recent break above $105,000 saw its price rise above the short-term holder realized price as this cohort of traders flipped some of their unrealized losses into profit.  Data from CryptoQuant reveals that less than 2.8% of Bitcoin investors were still in a position of loss when the price hovered around…
    Canada lags with stablecoin approach, but there’s room to catch up
    The slow adoption of stablecoins in Canada has some local crypto industry observers concerned that the country is falling behind. The Canadian Securities Administrators (CSA) classified stablecoins as “securities and/or derivatives” in December 2022 after the FTX debacle that shook markets and turned many lawmakers against the crypto industry. Regulating stablecoins as a security has seen few local stablecoin issuers arise, but in the United States and the European Union, softening regulations have seen significant growth in the stablecoin market. This makes Canada, observers say, less competitive with other jurisdictions.  Of particular concern is the perceived gap in peer-to-peer (P2P) payments in Canada, which stablecoins are uniquely qualified to fill.  Stablecoins globally have grown …
    Coinbase fires compromised agents in India— Report
    Coinbase has reportedly fired a group of customer support agents following their alleged involvement in social engineering attacks on users. The contracted agents were based in India. According to a May 15 Fortune interview, Coinbase's chief security officer, Philip Martin, said the company flagged customer support contractors who allowed scammers access to user data, suggesting they could be Indian nationals. The CSO’s comments came after some crypto users reeled from attempted phishing attacks using their Coinbase data, which the exchange estimated could cost them between $180 million and $400 million in remediation and reimbursement. Qiao Wang, a core contributor to Alliance DAO, said in a May 15 X post that he may have been a victim of one of these attacks. He said a scammer notified him his Coinbase account had been compromised, asked him to verify his personal information, to which the criminals likely had access through the compromised agents, and requested he withdraw all his funds to a “Coinbase self-custodial wallet.” “I called them out at the end of the call telling them they need to step up their game [...],” said Wang on X. “They told me that had made $7m that day.” Cointelegraph reached out to Martin and Coinbase for comments, but had not received responses at the time of publication. This is a developing story, and further information will be added as it becomes available.
    Spot Bitcoin ETF inflows fall, but BTC whale activity points to bull market acceleration
    Key takeaways: Spot Bitcoin ETF inflows dropped over 90% from $3 billion to $228 million in four weeks. While strong ETF inflows often drive Bitcoin rallies, recent data shows price movements can occur independently. Despite short-term selling pressure, long-term BTC whale buying suggests a potential continuation of the BTC uptrend. The Bitcoin (BTC) market posted a 90+% drop in spot BTC exchange-traded fund (ETF) inflows, falling from $3 billion in the last week of April to just $228 million this week. Historically, a slowdown in ETF inflows has impacted BTC price, notably when daily inflows averaged over $1.5 billion for consecutive weeks. To understand the potential impact on Bitcoin, let’s examine four key periods of significant spot ETF activity and their correlation with BTC pri…
    The AI revolution won’t be centralized — Superior agents are coming for Big Tech’s crown
    Opinion by: Jennifer Dodgson, co-founder of KIP Protocol and Eigenform AI The puppet show is ending. The Brookings Institution found that generative artificial intelligence may disrupt at least 50% of tasks performed by more than 30% of all workers. The same study also estimates that genAI may affect at least 10% of tasks performed by approximately 85% of the human workforce. The TL;DR from these stats? AI’s effects are likely to be both broad and deep. If AI doesn’t already scare you, self-learning AI agents that autonomously achieve goals may fix that. Forget your sanitized ChatGPT conversations and bland AI assistants. Superior agents are AI that autonomously achieve human-set objectives by any means necessary. While OpenAI’s valuation of $300 billion benefits the few rather than the ma…
    What the 10-year Treasury yield means for crypto yields and stablecoins
    Understanding the 10-year Treasury yield: Definition and importance The 10-year Treasury yield is the interest rate that the US government pays to borrow money for 10 years. When the government needs cash, it issues bonds called Treasury notes, and the 10-year note is one of the most watched. The “yield” is the annual return you’d get if you bought that bond and held it until it matures. It’s expressed as a percentage, like 4% or 5%. Think of it as the government saying, “Hey, lend me $1,000, and I’ll pay you back in 10 years with some interest.” That interest rate and the yield move up or down based on demand for the bonds, inflation expectations and the overall economy. Because US Treasurys are considered safe (the government isn’t likely to def…
    Wintermute opens New York office, citing improved US crypto rules
    Wintermute, a London-based algorithmic crypto trading and market-making firm, has opened an office in New York as part of its expansion into the US. Wintermute announced the opening of its New York office on May 15, citing improved regulatory conditions in the world’s largest economy. “As the US takes a friendlier stance on digital assets and institutional adoption accelerates, we moved quickly to establish roots in New York City,” the company wrote in a May 15 X post, adding that the local presence will help them in “contributing to the future regulatory framework.” Source: Wintermute “We’re eager to continue our growth and play an integral role in the U.S. market,” according to Evgeny Gaevoy, CEO of Wintermute. “As a neutral player with deep expertise in all areas of digital assets, we b…
    Tether blacklist delay allowed $78M in illicit USDT transfers: Report
    A lag in Tether’s wallet blacklisting process allowed over $78 million in illicit funds to be moved before enforcement actions took effect, according to a new report from blockchain compliance company AMLBot. Tether’s address blacklisting becomes effective only after a considerable delay from when the process is initiated on Ethereum and Tron, according the report published May 15. “This delay originates from Tether’s multisignature contract setup on both Tron and Ethereum, transforming what should be an immediate compliance action into a window of opportunity for illicit actors,“ the report reads. Tether’s blacklisting procedure is a multi-step process with a first transaction effectively warning of the upcoming blacklisting. First, a Tether administrator multisignature transaction subm…
    Bitcoin mining 2025: Post-halving profitability, hashrate and energy trends
    After the 2024 halving, Bitcoin mining entered its fifth epoch and block rewards were reduced from 6.25 BTC to 3.125 BTC. This forced miners to rethink their operations, optimize efficiency, cut energy costs and upgrade hardware to remain profitable. Cointelegraph Research, with insights from industry experts at Uminers, examines this transformation in its latest report. The analysis covers ASIC efficiency improvements, corporate performance, geographical expansion and new revenue models. As miners adapt, Bitcoin moves into a new era where institutional momentum and sovereign adoption could redefine its role in the global financial system. Download the full report to uncover how miners are navigating this shift and what the future holds for Bitcoin’s mining industry. The mining industry’s …
    Tron’s USDT supply to surpass Ethereum’s with new $1B mint
    Stablecoin issuer Tether minted another 1 billion USDt tokens on Tron, pushing the network’s authorized USDT supply to surpass Ethereum’s. On May 15, blockchain data showed that Tether’s treasury minted $1 billion of its dollar-pegged stablecoin, USDt (USDT), into the Tron network.  As of May 14, Tether’s stablecoin transparency page shows that Tron’s authorized USDT totals $73.7 billion, while Ethereum has $74.5 billion in authorized USDT tokens. If the newly minted tokens are added to the number of authorized USDT assets, Tron’s supply surpasses Ethereum’s.  In terms of circulating supply, Tron also has the lead with $73.6 billion USDT on the network, while Ethereum only has $71.8 billion.  Source: PeckShieldAlert Tether’s USDT mints replenish the company’s token inventory Tether CEO Pao…
    Tariff doubts push NFL, NBA to bet big on digital merch
    As more and more businesses are impacted by tariff volatility, some executives, like Ridhima Kahn, vice president of business development at Dapper Labs, are viewing the assault on the cost of physical goods as another use case for digital markets powered by blockchain to shine. “I’m seeing a lot of brands rethinking where revenue and fan engagement come from,” Kahn said during an exclusive interview with Cointelegraph. “A lot of franchises, like the ones we work with — NBA, NFL, Disney — have already had years of success with digital collection, and we’re seeing a lot of brands express interest in digital collectibles as a way to engage with fan bases at a time when physical costs are riskier and unknown.” Propelling brands to take a deeper look at digital merch is the desire to better un…
    Bitcoin Season 2: Why the next wave of Bitcoin innovation is all about utility
    Bitcoin’s (BTC) next evolution isn’t just about price. It’s about potential.  On this week’s episode of The Clear Crypto Podcast, hosts Nathan Jeffay and Gareth Jenkinson sit down with Isabel Foxen Duke, general partner at Unbroken Chain and longtime Bitcoin advocate, to unpack what she calls “Bitcoin Season 2.” Bitcoin beyond money “Bitcoin Season 2 is really about seeing what we can do with Bitcoin outside of just being money,” said Duke. “What are the broad range of financial use cases for [Bitcoin] other than just being money by itself?” New developments like ordinals, runes, and decentralized financial (DeFi) tools are pushing Bitcoin beyond its traditional identity as a digital store of value. One key innovation under discussion is trustless lending — allowing users to borrow agai…
    6 signs predicting $140K as Bitcoin's next price top
    Key takeaways: Bitcoin’s price is retracing, but strong ETF inflows, high network activity and whale accumulation suggest BTC is on track to $140,000. Spot Bitcoin ETFs saw $2.9 billion in net inflows in two weeks, mirroring past rallies. Declining exchange balances and a rising transaction volume Z-score suggest increasing overall demand. Bitcoin (BTC) price was down 1.4% over the last 24 hours. It traded 6% below its all-time high of $109,000, reached on Jan. 20. Nevertheless, several fundamental, onchain and technical metrics suggest that Bitcoin’s upside is not over. Spot Bitcoin ETF inflows mirror past BTC rallies Bitcoin’s latest recovery was accompanied by strong investor appetite for spot Bitcoin exchange-traded funds (ETFs), which recorded $2.9 billion in net inflows over the …
    Bahrain-based AlAbraaj Restaurants adopts Bitcoin treasury strategy
    A Bahrain-based, listed catering company with a $24.2 million market cap has adopted a Bitcoin treasury strategy in partnership with investment firm 10X Capital. According to a May 15 announcement, AlAbraaj Restaurants Group partnered with 10X Capital to adopt a Bitcoin (BTC) treasury strategy similar to top corporate BTC holder Strategy (previously known as MicroStrategy). The firm also aims to explore Sharia-compliant access to Bitcoin for the Islamic world. “Our initiative to become a Bitcoin treasury company reflects our forward-looking approach and our commitment to enhancing shareholder value,” said Abdullah Isa, head of AlAbraaj’s Bitcoin Treasury Committee. Isa added that the company believes “Bitcoin will play a central role in the future of finance.” He cited Strategy’s legacy as…
    Bitcoin to $1M by 2028 as Hayes tells Europe to ’get your money out’
    Key points: US treasuries and foreign capital “repatriation” make a recipe for $1 million BTC, says Arthur Hayes. Europeans face tightening capital controls, inviting a recommendation to take back control of personal funds. Seven-figure BTC price targets are already gaining traction. Bitcoin (BTC) will shoot to $1 million in just three years thanks to global macroeconomic shifts, Arthur Hayes forecasts. In his latest blog post released on May 15, the former CEO of crypto exchange BitMEX doubled down on his sky-high BTC price prediction. Hayes: $1 million Bitcoin due “between now and 2028” Bitcoin has two giant tailwinds that will help propel it to seven digits in just a few years. For Hayes, shifting capital controls worldwide, as well as US treasury “devaluation,” mean that Bitcoin wi…
    Jim Chanos takes opposing bets on Bitcoin and Strategy
    Prominent short-seller Jim Chanos, once a vocal critic of Bitcoin and cryptocurrencies, revealed a new trading play that involves shorting shares of Strategy (formerly MicroStrategy) and buying Bitcoin. At the Sohn Investment Conference in New York, Chanos told CNBC he’s “selling MicroStrategy stock and buying Bitcoin.” The investor described the move as buying something for $1 and selling something for $2.50, referring to what he sees as a significant price mismatch. Chanos argued that Strategy is selling the idea of buying Bitcoin (BTC) in a corporate structure, and that other companies are following suit in hopes of receiving a similar market premium. Chanos said this was “ridiculous.” He described his trade as “a good barometer of not only just the arbitrage itself, but I think of reta…
    Stablecoins seen as ideal fit for real-time collateral management
    Cryptocurrencies and stablecoins are gaining recognition in the traditional finance (TradFi) space for their ability to streamline payments and increase efficiency in existing financial systems In finance, collateral management refers to the process of managing the underlying collateral securing other financial transactions, such as loans or derivatives, to mitigate credit risks and ensure smooth transactions. Digital assets like stablecoins are the “perfect” financial instrument for real-time collateral management, according to a recent pilot by DTCC Digital Assets, which suggests that digital assets, particularly stablecoins, could modernize and simplify this critical function. “Digital assets really are the perfect use case for collateral management, whether it be uncleared derivatives,…
    Coinbase faces $400M bill after insider phishing attack
    Coinbase, the world’s third-largest cryptocurrency exchange, was hit by a $20 million extortion attempt after cybercriminals recruited overseas support agents to leak user data, the company said. According to a May 15 blog post, Coinbase said a group of external actors bribed and coordinated with several customer support contractors to access internal systems and steal limited user account data. “These insiders abused their access to customer support systems to steal the account data for a small subset of customers,” Coinbase said, adding that no passwords, private keys, funds or Coinbase Prime accounts were affected. Less than 1% of Coinbase’s monthly transacting users’ data was affected by the attack, the company said. Source: Coinbase After stealing the data, the attackers attempted to …
    Is the XRP price rally over for now?
    Key takeaways: XRP forms a double top and rising wedge, signaling short-term downside risk toward $1.94. NUPL indicates traders are in denial, resembling past pre-crash phases. Long-term charts still point to bullish targets between $3.69 and $17. XRP (XRP) has rebounded by more than 50% in a month after forming a local low at $1.80. Improving risk appetite and prospects of an “altseason” have boosted its price. Could XRP rally further from current levels or risk a pullback in the coming days? Let’s examine. XRP “double top” pattern hints at sell-off XRP formed a double top near $2.65, signaling a possible trend reversal. The pattern includes two clear peaks and a neckline around $2.47. After the second peak, XRP dropped below the neckline, confirming the bearish setup. XRP/USD four-…
    Pi Network to invest $100M in startups building blockchain apps
    Mobile-first blockchain Pi Network has launched a $100 million fund to invest in initiatives built on its infrastructure. According to a May 14 announcement, the Pi Foundation is launching Pi Network Ventures with an initial investment of $100 million in Pi (PI) tokens and US dollars. The fund will invest in startups and businesses building on Pi Network or contributing to its broader ecosystem. “This strategic program intends to invest in high-quality startups and companies across sectors, driving innovation and ecosystem growth,” Pi Network said in an X post. Source: Pi Network The Pi Foundation, the organization behind Pi Network, is described as an “ownerless” entity focused on supporting long-term ecosystem development. The foundation said the new venture fund will draw from the 10% o…
    Pareto launches synthetic dollar backed by private credit
    Private credit marketplace Pareto has introduced a new synthetic dollar aimed at linking institutional investors with decentralized finance (DeFi) opportunities — a move that highlights the expanding role of stablecoins in global finance. The newly launched USP synthetic dollar is fully backed by real-world private credit, Pareto told Cointelegraph on May 15. To mint USP, users must deposit stablecoins such as USDC (USDC) and USDt (USDT), which are then held as collateral. “USP is backed 1:1 by the stablecoins used during the minting process,” Pareto co-founder Matteo Pandolfi told Cointelegraph in a written statement. The deposited funds are placed into Pareto’s credit vaults and lent to what the company describes as “vetted institutional borrowers,” generating yields for participants. To…
    Ukraine strategic Bitcoin reserve bill reportedly in final stages
    Ukraine is reportedly moving closer to adopting Bitcoin as a national reserve asset, a move that could bolster its financial resilience amid the ongoing war with Russia. Lawmakers are reportedly working on a Bitcoin (BTC) national reserve proposal, with a draft bill in its final stages, according to Yaroslav Zhelezniak, a member of parliament who confirmed the plan to local media outlet Incrypted. The proposal was announced during the CRYPTO 2025 conference in Kyiv on Feb. 6. “We will soon submit a draft law from the industry allowing the creation of crypto reserves,” Zhelezniak said. Cointelegraph reached out to Zhelezniak for comment on the bill’s status but had not received a response by publication. Related: Bitcoin treasury firms driving $200T hyperbitcoinization — Adam Back Bitcoin…
    Coinbase’s x402: Crypto payments over HTTP for AI and APIs
    What is HTTP 402, and why does it matter? The web was not really built with payments in mind, especially not for autonomous agents or machines. But with the rise of AI and decentralized finance (DeFi), the need for seamless, native digital payments has never been more urgent.  Coinbase x402 announced a new open protocol designed to let APIs, apps and AI agents pay instantly using stablecoins like USDC (USDC), all via the familiar HTTP protocol. This isn’t just a product update. X402 revives a long-forgotten piece of internet infrastructure and reimagines it for a future powered by agentic systems and crypto. HTTP status codes: A quick refresher Understanding HTTP status codes helps clarify how the web communicates behind the scenes. Here are some k…
    Nasdaq-listed BTCS to boost ETH holdings with $57.8M raise
    Publicly traded company BTCS announced a $57.8 million financing agreement led by investment firm ATW Partners to purchase Ether as it expands its blockchain infrastructure strategy.  The Rockville, Maryland-based company announced the deal on May 14, saying that the move will allow it to expand validator node operations and build recurring revenue from Ether (ETH) staking. BTCS CEO Charles Allen said the move follows Strategy’s (formerly MicroStrategy) high-profile Bitcoin (BTC) accumulation blueprint and will leverage Ethereum for long-term growth.  “We are executing a disciplined strategy to increase our Ethereum exposure and drive recurring revenue through staking and our block building operations,” Allen said. Source: BTCS BTCS issues initial $7.8 million convertible notes As part of …
    The value of virtual: Economies are powered by ownership of the intangible
    Opinion by: Yat Siu, executive chairman and co-founder, Animoca Brands A discussion on digital property rights, copyright, intellectual property, the open metaverse, AI and value without physical form. When I attend conferences and similar public events, someone almost always approaches me to ask how cryptographic tokens (fungible or non-fungible) can have value even though tokens are virtual and do not exist in the physical world. It's a surprisingly common question, especially one-on-one. Virtual objects like NFTs and cryptocurrencies are both digital and intangible; their existence is not based in the real (physical) world, and (unlike digital currencies) they generally do not have backing by real-world institutions.  The ability to have value (specifically, monetary worth) is crucially…
    Bitcoin looks 'ridiculous' as bulls attempt $2T market cap flip — Analyst
    Key points: Bitcoin has a fight for both $100,000 and a $2 trillion market cap on its hands this month. Dips below six figures are “easily possible,” analyst Filbfilb says, but the odds are stacked in bulls’ favor. ETH/BTC needs to hit the 0.03 inflection point as part of an altcoin comeback. Bitcoin (BTC) is poised for expansion with BTC price action rarely more “bullish-looking,” a popular analyst says. In his latest commentary on X, popular market analyst Filbfilb revealed a key support battle now underway on BTC/USD. Filbfilb on $100,000 battle: “This time is no different” Bitcoin has begun to consolidate after making rapid gains this month, with the area just north of $100,000 seeing “choppy” BTC price moves. For Filbfilb, however, current market behavior is about more than simply…
    Why is Ethereum (ETH) price down today?
    Key takeaways: Ether’s price fell over 4% to $2,575 on May 15, mirroring similar downward moves across the wider cryptocurrency market. Long liquidations and a drop in open interest facilitated ETH’s drop. “Overbought” RSI and technical resistance signal profit-taking. Ether (ETH) price declined by over 4% in the last 24 hours to around $2,575 on May 15. ETH’s drop mirrored similar downside moves elsewhere in the cryptocurrency market, with the total capitalization falling by approximately 2.40% to $3.3 trillion. ETH/USD four-hour chart. Source: Cointelegraph/TradingView Let’s look at some of the factors driving Ether’s price down today. ETH price down as long liquidated, and OI falls Ether’s open interest (OI) has decreased by 4.5% to $31.52 billion over the last 24 hours, according …
    NFT founder stole millions from Bitcoin project, investors allege
    Several investors of a non-fungible token (NFT) project, Hashling NFT, have accused its founder of misappropriating millions of dollars in profits from the project and a closely tied Bitcoin mining operation. According to the May 14 court filing in Illinois, the plaintiffs allege that their former business partner, Jonathan Mills, lied about transferring assets from Hashling NFT and at least $3 million from the Bitcoin mining project to a holding company — Satoshi Labs LLC (formerly known as Proof of Work Labs LLC), which Mills is the founder and CEO of. The plaintiffs have sued Mills for fraud and breach of fiduciary duty, claiming that they have not received any of the equity returns that he supposedly promised.  They also claim to have raised a combined $1.46 million from two NFT drops …
    Sonic Labs wins judgment for Multichain Foundation to wind up
    A Singapore High Court has ruled in favor of Sonic Labs’ motion to force the Multichain Foundation to wind up in an effort to recover funds stolen during a 2023 hack. In the May 9 judgment in the Singapore Supreme Court, Justice Kwek Mean Luck granted a request from Sonic Labs, formerly the Fantom Foundation, to declare Multichain bankrupt and appoint liquidators from global audit, tax and advisory service KPMG. Sonic Labs CEO Michael Kong said in a May 14 statement to X that the team behind the layer 1 Sonic blockchain felt it had no choice but to file a lawsuit to forcibly wind up Multichain because its former employees were being “completely uncooperative” and “hid from victims.” “Going forward, the liquidators can now start working with other parties to initiate the process of trying t…
    Senate removes Trump provisions in push to pass stablecoin bill
    The US Senate could pass a key bipartisan stablecoin bill as soon as next week after removing language targeting President Donald Trump and his family’s sprawling crypto interests. Republican Senator Cynthia Lummis said onstage at an event by Coinbase’s lobbying arm, Stand With Crypto, that she thinks it's a “fair target” to have the Guiding and Establishing National Innovation for US Stablecoins Act, or GENIUS Act, passed by May 26 — Memorial Day in the US. Joining her onstage was Democratic Senator Kirsten Gillibrand, who hinted that the bill’s language was changed to scrap provisions that targeted Trump’s various crypto projects, which include memecoins, a crypto platform, a stablecoin and a crypto mining company that plans to go public, among others. “When this language comes out, peop…
    Telegram shuts the ‘largest darknet marketplace to have ever existed’
    A major Chinese darknet marketplace suspected of facilitating crypto scams and cybercrime has been shut down by the Telegram messaging service, upon which it operated. The internet’s largest illicit marketplace, Haowang Guarantee, formerly Huione Guarantee, said it will shut down following Telegram’s ban of thousands of associated accounts on May 13.  “Since all our NFTs, channels and groups were blocked by Telegram on May 13, 2025, Haowang Guarantee will cease operations from now on,” read the notice on the marketplace website. A report from Wired said that this involved banning thousands of accounts and usernames that served as the infrastructure for the crypto crime marketplace and its vendors. Telegram spokesperson Remi Vaughn told the outlet, “communities previously reported to us by …
    Chainalysis CEO offers a clue into the recent spate of Paris crypto attacks
    Some criminal organizations are yet to receive the memo — crypto is traceable — and could explain the recent string of crypto-related kidnappings, says Chainalysis CEO Jonathan Levin.  Law enforcement has been increasingly successful at tracing stolen funds and crypto ransom payments, resulting in a “lot of arrests,” Levin said during the 2025 Consensus crypto conference, covered by Cointelegraph. “For whatever reason, there is a perception that’s out there that crypto is an asset that is untraceable, and that really lends itself to criminals acting in a certain way,” he said.  “Apparently, the know that crypto is not untraceable hasn't been received by some of the organized crime groups that are actually perpetrating these attacks, and some of them are concentrated in, you know, France, b…
    Coinbase CEO looking at more acquisitions after $2.9B Deribit buy
    Coinbase CEO Brian Armstrong says his firm will continue to look for merger and acquisition opportunities after acquiring crypto derivatives platform Deribit. “We are always looking at M&A opportunities,” said Armstrong on Bloomberg Television on May 14. He added that the firm has a large balance sheet that can be put to use. The firm revealed in its latest revenue report that its balance sheet has strengthened, ending the first quarter with $9.9 billion in US dollar resources. “Part of the benefit of being a public company is, you have a liquid currency to do that,” he said, adding: “We are looking at acquisition opportunities; doesn’t mean we swing at every pitch. We want it to be the right opportunity.” On May 8, the firm announced that it agreed to acquire crypto options trading platfo…
    Europol helps dismantle $23M ‘mafia crypto bank’
    European law enforcement in January arrested 17 suspects of a “mafia crypto bank” who are said to have laundered over 21 million euros ($23.5 million) in crypto for criminal entities in China and the Middle East. The money laundering services were allegedly carried out on behalf of other criminal networks engaged in migrant smuggling and drug trafficking, Europol said in a May 14 statement. Spanish authorities said the criminal organization ran a secret informal money transfer system called hawala and was often compensated in crypto. A total of 17 individuals were arrested — 15 in Spain, one in Austria and one in Belgium — while 4.5 million euros ($5 million) worth of items were seized, including cash, crypto, 18 vehicles, four shotguns and several electronic devices. Of the 4.5 million e…
    Dems seek suspicious activity reports linked to Trump crypto ventures
    US Democrat lawmakers have sent a letter to the US Treasury demanding access to suspicious activity reports (SARs) on several Trump-backed crypto projects as part of the latest probe into the president’s digital ventures.  Penned by representatives Gerald Connolly, Joseph Morelle, and Jamie Raskin, the May 14 letter asks Treasury Secretary Scott Bessent for all SARS filed since 2023 related to World Liberty Financial (WLF) and the Official Trump (TRUMP) token.  Financial institutions in the US must file SARs with the Financial Crimes Enforcement Network, a bureau within the Department of the Treasury, when they detect suspicious activity, including potential money laundering or fraud.  Source: Oversight Committee Democrats The sweeping probe asks for any SARs mentioning WinRed, America PAC…
    eToro jumps 30% on Nasdaq debut after upsized IPO
    Update (May 15, 2:12 am UTC): This article has been updated to add a comment from eToro Australia’s Robert Francis. Crypto and stock trading platform eToro has seen its share price gain nearly 30% during its debut on the Nasdaq after the company made a last-minute boost to its initial public offering. Shares in eToro Group Ltd (ETOR) closed May 14 trading at $67, up 28.9% from its initial offering price of $52, according to Yahoo Finance. It brings the company’s market value to over $5.5 billion. Its stock price shot to a high of $74.26 during the trading day before cooling and has also slightly dipped by 0.7% after the bell to $66.53. EToro shares shot up and then traded sideways on the company’s debut US offering. Source: Yahoo Finance The day before, on May 13, eToro boosted its IPO to …
    eToro jumps 30% on Nasdaq debut after upsized IPO
    Crypto and stock trading platform eToro has seen its share price gain nearly 30% during its debut on the Nasdaq after the company made a last-minute boost to its initial public offering. Shares in eToro Group Ltd (ETOR) closed May 14 trading at $67, up 28.9% from its initial offering price of $52, according to Yahoo Finance. It brings the company’s market value to over $5.5 billion. Its stock price shot to a high of $74.26 during the trading day before cooling and has also slightly dipped by 0.7% after the bell to $66.53. EToro shares shot up and then traded sideways on the company’s debut US offering. Source: Yahoo Finance The day before, on May 13, eToro boosted its IPO to $620 million after pricing its shares above its previously suggested range of between $46 to $50 each.  Initially, t…
    Crypto startups scaring away VCs with 80x valuations: 10T Holdings
    Too many crypto startups are pricing themselves out of venture capital funding by chasing valuations far exceeding their revenues, according to Dan Tapeiro, the CEO of crypto-focused venture capital firm 10T Holdings. “For some reason, founders and CEOs think that they should be raising capital at 50 to 80 times revenue. So that makes it very hard for us to make a return for our liquidity providers,” Tapeiro said while speaking in a panel discussion at the Consensus conference in Toronto on May 14. “So a lot of those deals we just pass almost automatically, even businesses that we really like, we won't invest in if the price isn't reasonable in the beginning.” 10T Holdings has passed on over 200 companies for similar reasons, including the now-bankrupt FTX, BlockFi and Celsius, Tapeiro sai…
    Crypto startups scaring away VCs with 80x valuations: 10T Holdings
    Too many crypto startups are pricing themselves out of venture capital funding by chasing valuations far exceeding their revenues, according to Dan Tapeiro, the CEO of crypto-focused venture capital firm 10T Holdings. “For some reason, founders and CEOs think that they should be raising capital at 50 to 80 times revenue. So that makes it very hard for us to make a return for our liquidity providers,” Tapeiro said while speaking in a panel discussion at the Consensus conference in Toronto on May 14. “So a lot of those deals we just pass almost automatically, even businesses that we really like, we won't invest in if the price isn't reasonable in the beginning.” 10T Holdings has passed on over 200 companies for similar reasons, including the now-bankrupt FTX, BlockFi and Celsius, Tapeiro sai…
    Google search volume for Bitcoin flat as BTC nears new highs — Where are retail investors?
    Key takeaways: Google search data and app rankings show retail Bitcoin investor demand near 6-month lows. Retail investor interest typically peaks 1 week after BTC breaks all-time highs. Bitcoin (BTC) retail traders are known for entering the market during periods of euphoria, typically after strong monthly gains or a new all-time high. This time is no different, with Bitcoin approaching $104,000 on May 14 while general public interest and retail activity continue to lag. Analysts estimate that in 2025, retail investors were the largest net sellers of BTC, while institutions were the main buyers. But if historical patterns hold, a surge in retail appetite is likely to occur about one week after Bitcoin surpasses the $109,350 mark. Source: X/River According to River’s estimates, individu…
    Google search volume for Bitcoin flat as BTC nears new highs — Where are retail investors?
    Key takeaways: Google search data and app rankings show retail Bitcoin investor demand near 6-month lows. Retail investor interest typically peaks 1 week after BTC breaks all-time highs. Bitcoin (BTC) retail traders are known for entering the market during periods of euphoria, typically after strong monthly gains or a new all-time high. This time is no different, with Bitcoin approaching $104,000 on May 14 while general public interest and retail activity continue to lag. Analysts estimate that in 2025, retail investors were the largest net sellers of BTC, while institutions were the main buyers. But if historical patterns hold, a surge in retail appetite is likely to occur about one week after Bitcoin surpasses the $109,350 mark. Source: X/River According to River’s estimates, individu…
  • Open

    DOJ Will Still Pursue Roman Storm Case Despite Blanche Memo, Prosecutors Say
    The Department of Justice said it had reviewed the memo by Todd Blanche with his office.  ( 25 min )
    Dave Portnoy Says Meme Coins Are 'Gambling' and Not Built to Last
    The Barstool founder opened up about the risks and rush of meme coins at a fireside chat with Bullish CEO Tom Farley.  ( 26 min )
    Bitcoin Holds Above $100K, Altcoins Slide as Analyst Sees Crypto Rally Into Summer
    After testing the $100,000 level early Thursday, bitcoin reversed to above $103,000.  ( 24 min )
    PayPal Crypto Head Says Banks Are Needed to Unlock Full Stablecoin Potential
    At Consensus 2025, leaders from PayPal and MoneyGram pointed to regulation, real-world utility and trust as keys to stablecoin growth.  ( 24 min )
    ‘Really Great Example’: Coinbase Praised for Hack Response Amid $400M Crisis
    At a panel at Consensus 2025, TRM Labs' Ari Redbord discussed Coinbase’s response to their recent hack  ( 22 min )
    Senate's New Stablecoin Draft Doesn't Target Trump's Crypto, Tweaks Big-Tech Approach
    A legislative draft obtained by CoinDesk shows a marginally revised version despite Democrats citing "major victories" in the Senate negotiation.  ( 26 min )
    SEC Is Probing Coinbase Over User Number Misstatement Concern
    The investigation began under former SEC Chair Gary Gensler and has continued under the current administration, according to the NYT, which first reported the story.  ( 23 min )
    Eric Trump Says He Got Into Crypto Amid Political Attack, Calls Bitcoin 'Digital Gold'
    He became interested in cryptocurrency when politics connected the Trump family with the crypto community.  ( 27 min )
    Litecoin’s ETF Hopes Rise Even as Price Retreats From $101 Peak
    Heightened volatility sends LTC tumbling from recent highs as traders eye key support levels  ( 23 min )
    Ethereum Meant To Be Alternative, Not Rival to Bitcoin: ETH Co-Founder Anthony Di Iorio
    At Consensus 2025, Ethereum co-founder Anthony Di Iorio reflects on the blockchain’s early days.  ( 22 min )
    Kevin O’Leary: 'I Want More Regulation, And I Want It Now'
    O’Leary predicted that a market structure bill will open the floodgates for institutional investors into crypto: “ ... a trillion dollars will come in ...”  ( 24 min )
    Crypto Exchange CEO's Daughter, Grandson Targeted in Paris Kidnap Attempt
    French Interior Minister Bruno Retailleau said he will meet with French crypto entrepreneurs to discuss how to protect them.  ( 23 min )
    Uniswap (UNI) Falls 6% as Institutions Offload $82M, Still Up 20% in a Month
    Massive exchange deposits signal bearish sentiment as Uniswap's native token breaks critical support levels amid heightened market volatility.  ( 22 min )
    U.S. Senate's Stablecoin Push Still Alive as Bill May Return to Floor: Sources
    The legislation to regulate stablecoin issuers hit a big bump a week ago, but negotiations continued and the latest version may move again.  ( 29 min )
    Smokey The Bera to Make Berachain More Resilient to Crypto Volatility
    Market reflexivity is a big problem in DeFi.  ( 22 min )
    0x Acquires Competitor Flood in Push to Boost Share of $2.3B DEX Aggregator Market
    The acquisition is 0x’s first since the firm’s founding in 2017.  ( 25 min )
    Crypto for Advisors: Stablecoins Explained
    Stablecoins — a tokenized representation of money on-chain that’s taking over traditional financial rails and underpinning crypto trades. Read about where they started and where they are going.  ( 30 min )
    Shiba Inu (SHIB) Price Drops 7% in 24 Hours but Remains Up 25% Over the Past Month
    Meme token faces significant downward pressure amid shifting economic conditions despite positive developments in US-China trade relations.  ( 23 min )
    Coinbase Canada CEO Urges Mark Carney Government to Move Fast on National Crypto Strategy
    Lucas Matheson said Canada risks falling behind as other nations actively shape crypto policies.  ( 26 min )
    Movement Labs Secretly Promised Advisers Millions in Tokens, Leaked Documents Show
    Signed memos reveal that Movement Labs, a Trump-backed crypto startup, offered up to 10% of its token supply to shadow advisers through undisclosed agreements.  ( 31 min )
    Bitcoin, Strategy Confirm Concurrent Bull Cross, Strengthening Uptrend Signal: Technical Analysis
    Bitcoin and MSTR both flashed a bullish signal, indicating a potential major uptrend.  ( 22 min )
    CoinDesk 20 Performance Update: NEAR Drops 5.7% as Index Trades Lower From Wednesday
    Polygon (POL) joined NEAR Protocol (NEAR) as an underperformer, falling 5.6%.  ( 20 min )
    MoonPay Users Can Now Make Stablecoins to Make Payments With Mastercard Partnership
    The partnership is set to allow crypto wallets to issue virtual Mastercards, expanding access to real-world stablecoin payments  ( 21 min )
    a16z Crypto Leads $7M Round in KYD Labs That Aims to Transform Ticketing Industry
    KYD Labs aims to put artists and venues in control, with blockchain-based ticketing boosting sales by 30%.  ( 25 min )
    Bitcoin Backed Token YBTC Comes to Sui as Bitlayer Integrates Its BitVM Bridge to Sui Network
    Peg-BTC (YBTC), the bridged version of BTC, can be deployed in the SUI-based DeFi to generate yield.  ( 24 min )
    Metaplanet’s Leverages Its Bitcoin Stash of Over 5K BTC to Generate Record Profit of $4M
    The company’s aggressive bitcoin accumulation has made it the 11th-largest public company by bitcoin holdings globally  ( 22 min )
    Key Reasons Monero Surge Continues Even as Bitcoin Bulls Take a Breather
    XMR has rallied over 100% since the early April panic selling.  ( 23 min )
    Capital Creeps Back Into Solana as On-Chain Demand Shows Early Signs of Recovery
    Solana has positive realized cap inflows after weeks of bleeding, a potential early signal of revived market conviction.  ( 23 min )
    DEX Aggregator CoW Swap Targets 33% Trading Boost With Collaboration Feature, More Rewards
    The new system will let solvers work together to offer traders the best swaps.  ( 24 min )
    Coinbase Expects to Pay Up to $400M to Customers for Data Breach
    The exchange fired staff involved in the breach on the spot and will press criminal charges.  ( 22 min )
    Crypto Daybook Americas: Retail Shift to Riskier Tokens Jolts Bitcoin, Ether
    Your day-ahead look for May 15, 2025  ( 34 min )
    Crypto Exchanges Flock to List NXPC, Token Surges 115% on $1B Volume
    The NXPC token is developed by NEXPACE, the blockchain arm of South Korean video game developer Nexon.  ( 22 min )
    Telegram Shuts Down 'Largest Illicit Online Marketplace' After Elliptic's Insights
    Telegram has now shut down both Haowang and Xinbi, which processed a combined $35 billion of illicit transactions in stablecoins  ( 22 min )
    Altcoin Season Could Heat Up in June and Drain Part of Bitcoin’s $2T Market Cap, Analyst Says
    Joao Wedson, CEO of Alphractal, predicts a full-blown alt season in June, with BTC dominance already under pressure.  ( 23 min )
    ARK Invest Bought $9.4M Worth of eToro Shares on Trading Platform's Debut
    ETOR closed at $67, nearly 29% higher than its opening price of $52.  ( 21 min )
    Jim Chanos is Buying Bitcoin and Shorting Strategy
    Investor Jim Chanos says Strategy overvalued and is backing bitcoin directly in a long-short strategy  ( 21 min )
    Dogecoin, Cardano and Solana Slump as Crypto Majors See Profit-Taking After Week-Long Rally
    Major tokens slip as traders lock in gains following macro-fueled surge, with market focus shifting to upcoming events.  ( 25 min )
    CFTC's Pham Said to Plot Exit, Agency May Be Left Without a Party Majority
    As Summer Mersinger exits to run the Blockchain Association and Caroline Pham talks of leaving when the new chairman arrives, the commission may fall to two.  ( 26 min )
  • Open

    What is Sui: A Comprehensive Guide to Web3 Scalability
    Explore how Sui Network achieves 300,000 TPS through parallel processing, and its applications in gaming, DeFi, and supply chain management.  ( 9 min )
    AI Meets Blockchain: Transforming Technology for the Next Era
    Discover how AI and blockchain integration enhances security, efficiency, and innovation in healthcare, supply chains, and financial services.  ( 10 min )
    Adventure Layer: AI Native Onchain Games, Unleashed
    Adventure Layer launches layer-2 chain leveraging QuickNode's Rollup-as-a-Service (RaaS) product.  ( 3 min )
  • Open

    Reduce model integration costs while scaling AI: LangChain’s open ecosystem delivers where closed vendors can’t
    Through the LangGraph Platform, organizations can deploy agents with one-click deployment, horizontal scaling to handle “bursty, long-running traffic."  ( 7 min )
    The $1 Billion database bet: What Databricks’ Neon acquisition means for your AI strategy
    Databricks' $1 billion acquisition of Neon highlights how serverless PostgreSQL has become essential for agentic AI development.  ( 8 min )
    From OAuth bottleneck to AI acceleration: How CIAM solutions are removing the top integration barrier in enterprise AI agent deployment
    New CIAM platforms are addressing a significant barrier to enterprise AI adoption: identity management for autonomous agents.  ( 11 min )
    Arm is rebranding its system-on-a-chip product designs to showcase power savings for AI workloads, targeting a surprising sector
    For engineers orchestrating AI pipelines across environments, the modularity and performance tiering within Arm’s new architecture...  ( 8 min )
    You.com’s ARI Enterprise crushes OpenAI in head-to-head tests, aims at deep research market
    You.com launches ARI Enterprise, an AI research platform that outperforms OpenAI in 76% of head-to-head tests and integrates with enterprise data sources to transform business intelligence with 400+ source analysis.  ( 10 min )
  • Open

    🧠 Solana’s Ecosystem: Key Players and How Developers Can Leverage Them
    If you’ve been in Web3 long enough, you’ve probably heard how fast and cheap Solana is. But beyond the buzzwords, what makes Solana truly powerful is its ecosystem—a vibrant network of wallets, protocols, infrastructure tools, and developer resources. In this article, we’ll break down the major players in the Solana ecosystem and show how you, as a developer, can tap into them to build high-performance dApp Before we dive into the ecosystem, here’s a quick refresher: Throughput: Up to 65,000 transactions per second Finality: Sub-second Fees: <$0.001 per transaction Language: Rust (via Anchor) or C (low-level) What makes Solana especially appealing is its monolithic architecture, enabling high-speed, low-latency interactions on a single global state machine. 1. 🔐 Wallets & Auth - Use Case:…  ( 4 min )
    How to Validate Data for BMP Character Encoding in Java?
    Introduction In Java programming, ensuring the integrity of data being inserted into a database is crucial. If your database is set to utf8 encoding, it limits you to characters within the Basic Multilingual Plane (BMP), specifically from U+0000 to U+FFFF. This means that characters beyond this range, such as emoticons and certain rare characters, will not be supported. To maintain this limit without switching to utf8mb4, it’s essential to validate the input data on the backend. In this article, we'll explore effective methods to perform this validation using regular expressions and Java code examples. Why BMP Character Encoding Matters The BMP is the first plane of Unicode, containing the most commonly used characters in modern languages, music notations, and some symbols. Using the utf8 …  ( 5 min )
    Kickstarting a .NET Solution from Scratch with the CLI
    Introduction You can use this article as a cheat sheet or a starting point to mastering the CLI. The CLI is one of the most essential tools in a software engineer's toolbox. As useful as it is, it can feel a little intimidating for many developers (especially on the very first encounter). Others get excited. I remember seeing the terminal for the first time and thinking, "whoa, that looks super cool, I want to master it. NOW!" But the CLI wasn't built to impress or scare anyone (especially not scare). It was designed to make our lives easier by providing the simplest form of interface possible. As developers, we should always strive for simplicity—our job is already hard enough without adding layers of unnecessary complexity. The CLI isn't only about simplicity—it's the universal tool. Y…  ( 7 min )
    Automating My Docker Apache Server with Python
    After building my first Docker project, I knew I couldn’t stop there. The Dockerfile worked perfectly, the image deployed, and Apache ran inside its own containerized environment. But there was still one essential piece missing: 🚀 Automation ✨ So I built it. In my previous article, I walked through setting up a full Dockerized Apache server workflow—building a Docker image, pushing it to Docker Hub, and deploying it in a custom Docker network. You can check out that full breakdown here: 👉 End-to-End Docker Apache Server: Build, Push, and Networked Deploy Docker CLI is great, but typing in the same sequence of commands repeatedly isn’t efficient—especially when you’re building and deploying containers frequently. Using Python (and the official Docker SDK for Python) allows us to: Automate…  ( 5 min )
    Why Doesn't My Android Device Show Up in IntelliJ IDEA?
    If you're experiencing issues with your Android device not showing up in IntelliJ IDEA despite it being recognized via ADB and the command line, you're not alone. This is a common issue among developers using Flutter with various IDEs, including IntelliJ. In this blog post, we will explore the reasons why your Android device might not be appearing in IntelliJ and provide step-by-step solutions to resolve the issue. Understanding the Issue The problem of an Android device not appearing in IntelliJ IDEA while being visible in the command line is often due to a configuration or compatibility issue within the IDE or the device's connection settings. The fact that running flutter devices detects your device suggests that ADB is functioning correctly, and your device is connected. However, integ…  ( 5 min )
    Why Developers Seek an Auth0 Alternative
    Many projects start out happily on Auth0’s free tier (up to ~7,000 MAUs), but the jump to the paid Basic plan—\$525/month for 7.5K active users—can sting fast. Beyond raw cost, teams worry about unpredictable bills, feature lock-ins, and vendor dependence. Cloud-Provider Auth Services AWS Cognito, Azure B2C, Google Identity Platform Virtually free until very high volumes, but may lack out-of-the-box UI customization. Backend-as-a-Service (BaaS) Firebase Auth (free up to 50K users/month) Supabase Auth PocketBase (self-hosted) SSOJet, Clerk.dev, Stytch, Kinde All offer generous free tiers and modern SDKs Self-Hosted Open-Source Keycloak, Ory Kratos, Supertokens, Authgear Full control and zero license fees, at the cost of hosting and maintenance overhead. Build-Your-Own Roll your own JWT-based login (e.g., using Passport.js or a simple email/password flow) Simplest for very small scale but requires ongoing security diligence. Scale & Budget: Calculate total cost at your expected growth, not just free-tier limits. Feature Requirements: Do you need MFA, SSO/SAML, social logins, or multi-tenant support? Maintenance Overhead: Self-hosting shifts burden to your team; hosted solutions offload ops at a price. Vendor Lock-In: Check data export and migration paths—some providers don’t let you export password hashes. Community & Support: A vibrant open-source community (Keycloak, Ory) or strong commercial SLAs (SSOJet, Clerk, Stytch) can save you headaches down the road. By weighing cost, complexity, and required features, you can pick a path that fits both your technical needs and your wallet—whether that’s a serverless BaaS, a self-hosted IAM, or even a custom-built solution. Ref: https://www.reddit.com/r/node/comments/17s0c6c/is_there_a_auth0_alternative_that_is_cost/ "Is there a auth0 alternative that is Cost effective ? : r/node"  ( 3 min )
    How to import Excel to MySQL
    This article will introduce how to import Excel data into MySQL quickly and easily. Here, we prepare an Excel table, as shown below: Open the DiLu Converter tool and create a new database connection firstly. Here we select MySQL database. For a detailed introduction to creating a new database connection, please refer to: Create a new database connection guide After creating a new database connection, click New Import Select the Excel file to be imported and click Start. As you can see, the table fields created by the default are all of the varchar type, which makes the import speed as fast as possible and avoids import failures caused by inconsistency between data and data types. We can also let the tool automatically detect data types . The advantage of this is that the field type can be more consistent with the actual data and make subsequent SQL queries more convenient. Select Rebuild Mode - Select Auto Detect, and click Start to re-import See again We can save the import configuration so that we can repeat the import next time. You can see the saved import in the object interface or under the database connection on the left Next time you open the software, first double-click the connection name to open the connection - double-click the import name to open the saved import. Just click to start DiLu Converter is a powerful automated Excel import and export tool that supports more than 10 databases such as MySQL, Oracle, SQL Server, PostgreSQL, IBM DB2, Access, and Hive. The supported file formats include xls, xlsx, xlsm, xlsb, csv, txt, xml, json, and dbf. Its native user interface brings users a comfortable experience of simplified Excel import and export, making Excel import and export easier than ever before. Whether you want one-click, batch, and personalized import and export, or want to use scheduled tasks to achieve unattended full automation, DiLu Converter can bring you unprecedented productivity improvement. Go to DiLu Converter Official Website  ( 3 min )
    Building High-Performance Smart Contracts on Solana: A Technical Guide for Developers
    Solana stands out in the blockchain world for its blazing speed and throughput. But to truly unlock that power, developers need to rethink how they build smart contracts. This guide breaks down how to write high-performance, scalable smart contracts tailored for Solana’s unique architecture. Unlike Ethereum’s EVM model, Solana is account-based and parallelizable. Programs (smart contracts) are stateless and immutable. Accounts store the state, data, and are passed into programs explicitly. The runtime can process many transactions simultaneously—if they don’t touch the same accounts. ➡️ Implication: Avoid account contention to benefit from true parallel execution. Rust: The primary language for writing Solana programs. Offers performance, safety, and tight control. Anchor: A Rust-based fra…  ( 4 min )
    How to Solve MSVC Pointer to Virtual Method Issue?
    When working with modern C++ standards in MSVC, developers often encounter unexpected behavior when storing pointers to virtual methods in static inline variables, especially concerning issues with function calls and object lifetimes. In this article, we’ll dig into the reasons behind this behavior, particularly in the context of the provided code snippet, and explore solutions and best practices to avoid pitfalls. Understanding the Issue The issue arises from an ABI limitation related to how MSVC handles virtual methods stored in static inline variables. When you attempt to store a pointer to a virtual function in a static inline variable, MSVC incorrectly resolves the function pointer in some instances, subsequently leading to calls to the wrong function or, in some cases, even the destr…  ( 4 min )
    Unveiling the IBM PowerPC Initialization and Boot Software License: A Comprehensive Exploration
    Abstract: This post presents an in‑depth exploration of the IBM PowerPC Initialization and Boot Software License, examining its history, core principles, and its impact on boot software development in open source environments. We discuss its balanced approach to legal protection and community innovation, analyze its application in embedded and enterprise systems, and look into challenges and prospective trends. With practical examples, tables, and expert insights—including comparisons with other open source licenses—this article aims to serve as a holistic resource for developers and legal experts alike. The IBM PowerPC Initialization and Boot Software License has been a cornerstone in boot software development since its inception. This license addresses a critical need: ensuring that th…  ( 9 min )
    How to Troubleshoot VS Code Extension Tests in GitHub Actions?
    When developing a Visual Studio Code (VS Code) extension, it can be frustrating to encounter issues when running integration tests, especially in Continuous Integration (CI) environments like GitHub Actions. If you're building an extension such as Namespacer, which aims to automate namespace fixes in C# files based on project structure, you might face integration test failures unique to the CI environment. This article will explore common reasons for these failures and provide actionable solutions to ensure your tests run smoothly. Understanding the Problem In your case, the integration tests work flawlessly on your local machine but start failing in GitHub Actions. This discrepancy often stems from environmental differences, especially when running in a headless mode. The error output ind…  ( 5 min )
    Account Permission Delegation - Testcases
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    How We Launched 10x Faster in Production
    Hi everyone! I’m Gentian Elmazi, a software engineer with over ten years of experience and co-founder of Infinitcode.com. At our company, we partner with businesses across industries—outsourcing the development of web applications powered by deep tech like AI, NLP, blockchain and so on. From day one, we’ve enforced maintainable, readable, and scalable code. We adopt layered architectural patterns with dependency injection for modularity and testability. For source control, we follow GitHub Flow: feature/* branch → Pull request → Peer review → Merge into dev → Production release The Bottleneck We Hit As our client base and project scope grew, our senior engineers spent roughly 40% of their time on code reviews. Constantly context-switching across multiple repositories…  ( 4 min )
    Unveiling the Historical Permission Notice and Disclaimer: A Deep Dive into Legacy Open Source Licensing
    Abstract: This post examines the Historical Permission Notice and Disclaimer (HPND), an innovative open source and fair code license that preserves the historical integrity of software. We review its origins, core features, legal strengths, and challenges. With an open discussion on its applications in legacy projects and modern software development, we also explore its integration with dual licensing strategies and blockchain-based funding models. By comparing HPND with popular licenses like MIT, GPL, and Apache 2.0, and analyzing insights from community discussions on platforms such as Hacker News and Stack Overflow, we present a comprehensive overview for developers and legal experts alike. Additional perspectives from Dev.to posts further expand on funding trends and the cultural impa…  ( 7 min )
    Kinsing: el minero que afecta a sistemas Linux
    Hace poco, por labores dentro de mi pega (para quienes son de fuera de Chile, "pega" se le dice al trabajo, por ser en el siglo XIX, la principal labor obrera: la pega de adoquines en las calles), estuve investigando, sobre malware de mineria de bitcoins, los cuales usan los recursos de las maquinas infectadas para poder hacer las complejas operaciones matemáticas que permitirían, crear un nuevo bloque del blockchain de esta criptomoneda digital. Este malware se llama kinsing y posee dos procesos, llamados kinsing, que es el principal y kdevtmpfsi. Ambos se esconden en los directorios temporales, intervienen el crontab, especialmente el de apache y se autodescargan, pero además, intenta usar el procolo ssh, buscando replicarse en otras máquinas. Este "minero", no solo ocupa recursos de CPU…  ( 5 min )
    How to Fix JavaScript Functions for Creating and Removing HTML Elements?
    Introduction Creating and removing HTML elements dynamically using JavaScript is a common requirement in web development, but it can be tricky if the code isn't set up properly. In this article, we will explore why the JavaScript functions you've written might not be working as expected and provide you with solutions to get them running smoothly. Understanding the Issue When you're trying to create and remove HTML elements via JavaScript but nothing happens, it often boils down to issues related to timing, incorrect element selection, or function execution errors. In your specific case, you mentioned having a non-existent element with the ID gamespace. It's crucial to ensure that this element is present in your HTML before attempting to manipulate it. Step-by-Step Solution Let's dissect yo…  ( 4 min )
    6 Advanced Security Tips for Front-End Projects with React
    Na era das Single Page Applications (SPAs), segurança no Front-End é um pilar essencial, e muitas vezes subestimado. Neste artigo, você vai aprender seis práticas de segurança inegociáveis para proteger sua aplicação React — sem complicar sua arquitetura. XSS é um dos ataques mais comuns na web. Ele ocorre quando um invasor consegue injetar scripts maliciosos em sua página, geralmente por meio de inputs do usuário. React escapa o HTML automaticamente, evitando que dados dinâmicos sejam interpretados como código. Exemplo seguro: const SafeComponent = ({ userInput }) => ( {userInput} // React escapa automaticamente ); // perigo! Se você realmente precisar usar dangerouslySetInnerHTML, sempre sanitize o conteúdo antes: Voc…  ( 5 min )
    Testing Distributed Micro Services Using XState
    Introduction Distributed micro service architectures bring scalability and modularity, but they also introduce complexity—especially when it comes to testing service orchestration. Coordinating multiple services with asynchronous dependencies, retries, and failure scenarios often leads to fragile or incomplete test coverage. What Is XState? XState is a library for creating, interpreting, and executing finite state machines and statecharts in JavaScript and TypeScript. Instead of manually tracking and updating orchestration state through scattered logic or configuration files, XState lets you describe the allowed states and transitions of your process flow as a first-class data structure. Why does this matter for testing? Because once your orchestration logic is modeled formally, you ca…  ( 5 min )
    Installing/maintaining Ruby on macOS with a script
    Still working on a reinstall, here is my script to setup Ruby on macOS. Prerequisite: rbenv is installed and ready to go; gum is installed. The script to pick a version of Ruby to install and actually installing it is: picked_version=$(rbenv install -l | gum choose) install_ruby() { rbenv install --skip-existing "$picked_version" rbenv global "$picked_version" } gum confirm "Install Ruby version $picked_version?" && install_ruby  ( 3 min )
    The way Registered Agents Assist Business Activities
    Starting a business is an exciting experience, nevertheless you will encounter many compliance obligations that are crucial for compliance and business performance. One of the components in maintaining your business's is the registered agent. This registered agent serves as an official point of contact between your venture with state authorities, managing important documents such as judicial documents as well as regulatory correspondence. This role is essential to ensure your business stays compliant ensuring you never miss key due date. Selecting an appropriate registered agent service can greatly improve your business operations and provide peace of mind. Given various service offerings, ranging from top-tier registered agent services for LLC formation and budget-friendly registered age…  ( 8 min )
    Unveiling Frameworx Open License 1.0: Bridging Fair Code and Open Collaboration
    Abstract This post provides a holistic exploration of the Frameworx Open License 1.0. We delve into its origins, design principles, and detailed features, clarifying how it balances open source collaboration with fair compensation for developers. We outline its background, core concepts, use cases across software sectors, challenges and limitations, and a future outlook on licensing innovations. With clear tables, bullet lists, and carefully woven open source and blockchain references, this technical yet accessible article serves as a definitive guide for developers and decision makers alike. Modern software development increasingly demands a legal framework that not only promotes open collaboration but also protects the rights of contributors. The Frameworx Open License 1.0 is emerging …  ( 8 min )
    How to Set Stop Loss and Take Profit in Python for Trading
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    Securing SSH – Disable Root Login, Change Port, Use Key-Based Access
    Table Of Content Introduction Why SSH Needs Protection Disable Root Login Change the Default SSH Port Set Up Key-Based Authentication Summary What I Learned Today Yesterday, I talked about how Linux is secure by design but only if you take action. Today, I’m locking down one of the most important services on any Linux system: SSH Your remote door into the system. If SSH is exposed and misconfigured, it becomes a high-value target for brute-force attacks and exploits. So let’s secure it step-by-step. By default, SSH can: Allow root login Use password authentication Run on the default port (22) This is convenient, but it also makes your system predictable and vulnerable. Why? Allowing root to log in remotely is risky if someone cracks the password, they get full control instantly…  ( 4 min )
    Using Symfony Object Mapper for Laravel Models
    I saw an Object Mapper component is added to Symfony 7.3. Run composer require symfony/object-mapper symfony/property-access to get the needed dependencies. For the people who don't know how Eloquent models work internally. Instead of properties a model class uses an attributes array to identify the fields. I assumed that a custom class that extends PropertyAccessorInterface would be sufficient, because I saw this code in the ObjectMapper class; $this->propertyAccessor ? $this->propertyAccessor->setValue($mappedTarget, $property, $value) : ($mappedTarget->{$property} = $value); So I created the class use Illuminate\Database\Eloquent\Model; use Symfony\Component\PropertyAccess\PropertyAccessorInterface; use Symfony\Component\PropertyAccess\PropertyPathInterface; class ModelPropertyAccess…  ( 5 min )
    From 60 to 25 Hours: Practical Tips for Effective AI-Assisted Development
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    Functional Components vs Class components in React
    Introduction React offers two main ways to define components: Functional and Class-based. Over time, functional components have become the standard, especially with the introduction of React Hooks in version 16.8. In this post, we’ll break down both types, explore their differences, and help you understand when and why to use one over the other. What Are React Components? Components are the building blocks of any React application. Each component represents a piece of UI. There are two primary types: Functional Components Class Components 🔹 Functional Components ✅ Definition import React from 'react'; function App(){ return( Hello World ) } export default App; ✅ Advantages Concise and easier to read No need for this…  ( 4 min )
    How Does an Ai name Generator Work?
    An AI name generator works by using algorithms—often powered by machine learning or natural language processing (NLP)—to create names that meet specific criteria or patterns. Here’s a breakdown of how they typically function: 🔧 1. Input Parameters Type of name (fantasy, sci-fi, business, product, etc.) Gender (for character names) Language or cultural origin Length or syllables Desired traits (e.g., futuristic, elegant, tough) 🧠 2. Model or Algorithm Rule-Based Systems Good for simple, consistent naming schemes. Limited creativity or adaptability. Markov Chains E.g., if trained on Elvish names, it will produce similar-sounding results. Neural Networks / Language Models Understand phonetics, style, and semantic nuances. Capable of generating unique and creative names that still "fit" a theme. Examples: GPT (like me), LSTMs, or transformer-based models. 🧾 3. Filtering and Validation Check for offensive or inappropriate content Filter by length, pronounceability, or domain availability (for businesses) Remove duplicates or overly similar results 🎨 4. Post-Processing Capitalized or stylized Modified for branding (e.g., removing vowels, adding suffixes like "-ify" or "-ly") Example: Take a dataset of known elf names (e.g., from Tolkien or D&D) Learn common phonemes or structures (e.g., soft consonants, vowel-heavy syllables) Generate something like "Elarion" or "Thalindra" Some of the example of toosls are: Elden Ring Name Generator , Tiefling Name Generator , Khajiit Name Generator  ( 3 min )
    How to Correctly Capture Mouse Click Coordinates in C++?
    Introduction Capturing mouse click coordinates in a graphical application can be challenging, especially when translating between different coordinate systems. In your C++ code snippet, you're attempting to project mouse coordinates to a 3D space and find the intersection with a grid plane defined at y = 0. However, you mentioned that the coordinates returned are often incorrect, particularly after camera movements. Let’s break down your code and identify any potential mistakes. Understanding the Implementation The core of your implementation revolves around converting mouse screen coordinates to world coordinates via several transformations. Let's start by revisiting the steps so we can pinpoint the issues. 1. Normalized Device Coordinates (NDC) You're correctly converting mouse coordinat…  ( 4 min )
    Unveiling Fair License: A Comprehensive Exploration of Fair Open Source Licensing
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    What it’s like to be a software developer with tinnitus
    First of all, what is it like to have tinnitus? I would say, in short, it sucks. It’s a piece of quality of life that has been lost and you never experience absolute silence again. Can you live with it? Yes! Can you work as a software developer with it? Yes, of course! But it has to be said, a constant, persistent beep is a distraction, especially when a deep focus on a task is needed. I would like to make a few points about how I deal with this, especially when developing software. The first (perhaps most important for me) step in dealing with this was acceptance. In the beginning I felt shame, anger and even fear. However, with the acceptance of this new fact, it got better and my head was clearer again. I looked for nice, relaxing sounds and played them in the background. The beeping is always there, so why not cover it up with something beautiful that you like and brings you joy, I thought to myself. There are countless playlists for all kinds of sounds on the streaming platforms, such as nature and night rain. I take regular breaks and rest my body and mind during this time. In my opinion, a working day, however stressful it may be, should have at least one longer lunch break with fresh air (I’m still working on this). Nevertheless, the lunch break is an integral part of every situation where I don’t think about work for 30 minutes and recharge my batteries. I have already set up my workstation ergonomically. Of course, there’s always room for more. A desk that can be raised and lowered is a great thing. Correct posture is extremely important. I’m still at the beginning in this area and am always looking at where I can improve. Ok ok I know, admittedly sounds, pauses and ergonomics aren’t big new pro tips. I would rather like to say that this impairment loses its power when you exhaust all other possibilities and start optimizing. You should concentrate on the things you can influence and make the best of them!  ( 4 min )
    Efficient Cache Design with Bloom Filters in Go
    In cache design, we often encounter a troublesome problem: a large number of “invalid queries” put tremendous pressure on the database. For example, when a user requests data that doesn’t exist, we typically query the database, which returns “not found.” If there are many such requests, the database gets busy handling these meaningless queries, affecting system performance. So, is there a way to know in advance whether data “might exist” before querying? This is where Bloom filters come into play. Imagine the following scenario: Our system has a cache layer (Redis) and a database layer (MySQL). When a user requests some data, we first check the cache. If it’s a cache hit, we return the result directly. If the data isn’t in the cache, we query the database. If the database doesn’t have it e…  ( 7 min )
    How to Implement CoCreateInstance and Retrieve Object Info in C++
    If you're working with COM (Component Object Model) in C++, you might find yourself needing to understand how to use CoCreateInstance to create COM objects and retrieve information about those objects. In this article, we will discuss what CoCreateInstance is, how it works, and walk through a simple implementation that will allow you to retrieve information about the object created. Understanding CoCreateInstance CoCreateInstance is a function used to create an instance of a COM object. It takes several parameters, including the CLSID of the object you want to create, the IID of the interface you want to use, and the location type (whether you want a singleton or an apartment model). When you successfully create a COM object, you usually retrieve an interface pointer that allows you to int…  ( 5 min )
    Unveiling the EU DataGrid Software License: A Deep Dive into Open Source, Fair Code, and Developer Empowerment
    Abstract: This post examines the EU DataGrid Software License, an influential legal framework that balances open source ideals with fair compensation for developers. We explore its background, core concepts, features, applications, challenges, and future directions. With a technical yet accessible tone, this comprehensive review builds on the original article and integrates additional insights, structured tables, bullet lists, and authoritative hyperlinks to aid developers, legal experts, and digital innovators. The rapidly evolving landscape of open source and fair code licensing calls for clear, robust frameworks that promote collaboration while protecting intellectual property. The EU DataGrid Software License stands as a unique approach, offering transparency, legal clarity, and fairn…  ( 8 min )
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    Unleashing Local AI - Transform Your Coding Experience with Msty
    In today’s fast-paced software development world, having a trusty coding assistant can make all the difference. Local AI models are gaining traction because they provide quick, offline support while keeping your data secure. Enter Msty, your go-to tool for seamlessly integrating local AI models into your coding workflow. Msty makes it easy to leverage powerful local models like DeepSeek, Mistral, and Gemma. Here’s how to get started: Install Msty: Download Msty App and set it up on your machine or use Msty Studio for a web-based experience. Integrate with VS Code: Choose between using Copilot or the Roo Code extension, both are available in Visual Studio Code. GitHub Copilot is like having a coding partner right by your side. To connect it to your local models: Open Settings in VS Code: Click the gear icon in the bottom left corner and select "Settings." Set Up Your API Provider: Find "Bring Your Own Key" in settings for Ollama and enter the local model endpoint from Msty. Choose Your Model: Go to "Manage Models," select your desired local model, and you’re ready to go! With Copilot, you can ask questions directly in your code editor, making your coding life much easier. Looking for more customization? Try Roo Code, an open-source extension that allows for advanced model fine-tuning. Here’s how to set it up: Install Roo Code: Search for "Roo" in the VS Code extensions tab and install it. Create a Profile: Open Roo Code, click the plus icon, and name setup a new profile (like "Msty"). Connect Your Models: Use the endpoint from Msty, select Ollama as the API provider, and then enter the local model endpoint from Msty to link up your local models. Roo Code offers customizable settings that let you tailor your coding assistant to fit your needs. Using local AI models is a game-changer for developers. With Msty simplifying the process, you can easily integrate tools like GitHub Copilot and Roo Code into your workflow. Dive in, explore these options, and elevate your coding experience with local AI assistance!  ( 4 min )
    Finally someone says it. Remote work only works if you treat it like a real job with real structure.
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    Authorizing Sport: Firebase + Permit.io
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined NB: This article was posted after the submission deadline for the Permit.io dev challenge. Finding players for a casual game of soccer can be a headache — organizing who's in, who's out, and when to start often takes more time than the actual match. I built Little League to fix that. This simple web app allows players to queue into 3-a-side soccer matches. The first three players are assigned to Team A, and the next three to Team B, all handled automatically. Each team is given a randomly generated team name using the unique-names-generator package to add some personality and fun to each match. Behind the scenes, Permit.io handles all fine-grained authorization to keep role-based access secure and easy t…  ( 4 min )
    How to Handle Dialog and Back Button Issues in Flutter?
    Introduction In recent Flutter updates, particularly with version 3.29.2 and beyond, some developers are noticing unexpected behavior when dismissing dialogs and using the system back button. The warning log, such as W/WindowOnBackDispatcher(5980): sendCancelIfRunning: isInProgress=false callback=androidx.activity.OnBackPressedDispatcher$Api34Impl$createOnBackAnimationCallback$1@6f8e0ef, typically indicates that there’s an ongoing operation when the back button is pressed. In this article, we'll explore why this issue occurs and how to effectively manage dialog dismissals alongside back navigation to prevent your app from shutting down unexpectedly. Understanding the Issue When you are working on a Flutter application and present a dialog, the app's navigation state can become momentarily …  ( 5 min )
    Event Loop Phases: Microtasks vs. Macrotasks in Depth
    Event Loop Phases: Microtasks vs. Macrotasks in Depth JavaScript, touted for its non-blocking execution model, employs a sophisticated mechanism known as the Event Loop. This mechanism enables asynchronous programming, which is a cornerstone of modern web applications. The Event Loop consists of various phases, with two critical categories of task handling: Macrotasks and Microtasks. Understanding the differences, interactions, and implications of these tasks can deeply influence how developers structure their applications for optimal performance and responsiveness. JavaScript was developed by Brendan Eich in just ten days in 1995, largely influenced by various programming paradigms. Initially, it was designed to facilitate dynamic client-side scripting in web browsers. With the inclusio…  ( 6 min )
    Vibe Coders Are Ruining Software Development And They Don’t Even Know It
    Alright, let’s talk about these so-called “vibe coders.” Yeah, the ones out here opening ChatGPT, typing in “make me a full-stack app with auth and dark mode,” and calling themselves developers. No, bro. You didn’t build anything. You summoned a glorified autocomplete and watched it vomit out some Frankenstein code. And now you’re walking around like you cracked the goddamn Matrix? Give me a break. You think you’re coding because you got something working on localhost? Please. You didn’t learn jack. You don’t know what async even means. You can’t debug your own stack to save your life. One broken import and you’re crying on Twitter like, “why does nothing work 😭?” Let’s get one thing straight: vibe coding is not software development. It’s cosplay. And you’re not a dev. You’re a guy in a d…  ( 5 min )
    Unveiling Blue Oak Model License 1.0.0: A Holistic Exploration of Fair Open Source Licensing
    Abstract: This post explores the Blue Oak Model License 1.0.0—a forward-thinking open source and fair code license. We review its background, core features, practical applications, challenges, and future outlook. Designed to protect developers from exploitation while ensuring sustainability through fair compensation, the Blue Oak license stands as a promising alternative to traditional licenses like MIT and GNU GPL. In this post, we weave in technical insights, tables, and bullet lists to help developers and organizations understand how this license works in today’s ecosystem. Learn more about this comprehensive licensing model by visiting the Original Article. As open source innovation grows, licensing models must evolve. The Blue Oak Model License 1.0.0 is a modern take on fair code lic…  ( 9 min )
    PackSmith: A minimal library for building packages.🚀
    Unlock Lightning-Fast, Hassle-Free JavaScript/TypeScript Package Development Tired of boilerplate draining your precious coding time? You’re not alone. Building reusable, framework-agnostic JS/TS packages should be straightforward. Yet, it quickly becomes a tedious cycle of configuring TypeScript, linters, test runners, bundlers, scripts — and reorganizing folder structures. Every single time. 😩 What if you could cut through the chaos and focus solely on crafting amazing code? That’s why I created PackSmith — a sleek, opinionated, open-source library designed to help you build clean, reusable JS/TS packages at lightning speed. No framework lock-in. No unnecessary fluff. Just pure, developer-friendly simplicity. Think of PackSmith as your fast-track library for crafting utilities, helper…  ( 4 min )
    Feedback imediato: por que o cérebro odeia incertezas 🧠⚡
    Loading, microanimações, estados vazios e validações visuais. Cliquei no botão. Mas… ele funcionou? Enviei o formulário? O carregamento começou? A incerteza gera desconforto. E isso tem base biológica. O cérebro humano é uma máquina de previsões. A cada ação, ele espera uma reação. Quando não há resposta visual (mesmo que sutil), o cérebro entra em estado de atenção incômoda, tentando entender se algo deu errado. Isso aumenta: Carga cognitiva Estresse Abandono de tarefas O bom design responde ao usuário instantaneamente: Botões que mudam de estado ao clicar Loadings que aparecem sem atrasos Animações que confirmam uma ação Erros que surgem com clareza Esses pequenos detalhes dizem ao cérebro: ✅ “Está tudo certo, você pode seguir.” Microinterações são respostas visuais ou auditivas q…  ( 4 min )
    Cursor + LLMs: My Dev Journey from "Wow!" to "WTF?" to "Wait, I Got This!"
    The Honeymoon: Pure Magic First week with Cursor? Mind-blown. "Hey Cursor, make me a dropdown menu with Tailwind." BAM - perfect code appears. Productivity through the roof. Documentation lookups? Gone. Stack Overflow visits? Plummeted. It was like having a 10x developer bestie who never needed coffee breaks or complained about my variable naming. Then our healthcare app got complicated. Simple stuff? Still magic. Complex features? Complete dumpster fire. Take our ActionButtons.tsx component: const handleStartClick = () => { setLocalLoading(true); handleStart(); }; Cursor nailed it. But ask it about offline recording sync with IndexedDB and ServiceWorkers? Chaos. Real conversation: Me: "How do I store encrypted audio blobs in IndexedDB?" Cursor: "Easy! Just use browser.storage.encr…  ( 8 min )
    Step-by-Step Guide: Laravel CI/CD with GitHub Actions
    Continuous Integration (CI) is a must-have for modern web development. It helps you catch bugs early, ensures code quality, and saves you from manual testing headaches. In this article, I’ll walk you through a real-world GitHub Actions workflow for a Laravel project. Whether you’re new to CI/CD or just want to see how it works for Laravel, this guide is for you! GitHub Actions is a free automation tool built into GitHub. It lets you run scripts and commands automatically when certain events happen in your repository—like pushing code or opening a pull request. Our workflow will: Run on every push or pull request to the main or dev branches. Set up a MySQL database for testing. Install PHP and all required extensions. Cache Composer dependencies for faster builds. Install your Laravel app’…  ( 5 min )
    What are the best practices for error handling in C# APIs?
    Introduction Handling errors in a C# API is a crucial aspect of designing robust and user-friendly applications. When errors occur, developers face a decision: should they return error responses immediately or accumulate multiple errors before sending back a response? This article explores the pros and cons of each approach, particularly in the context of using HttpResponseException and ensures best practices are followed. Error Handling Approaches When assessing how to manage API errors, two common approaches emerge: Immediate Response with HttpResponseException Accumulating Errors and Returning them as a List Immediate Response with HttpResponseException In the first approach, the API throws an HttpResponseException as soon as it encounters an error. Here’s a code example illustrating th…  ( 5 min )
    5 developer tools to really step up your workflow
    Here's some few developer tools I've used quite a lot these past few months that has made my workflow way more fast & smooth. Most people choose the git cli over GitHub Desktop. TUI (Terminal UI), so you can easily add changes, make commits, deal with branches, revert & rollbacks, etc. And if you have a server running Git (server with TTY - no GUI), you can easily set lazygit up and use it on the go. Checkout lazygit github for some more idea Similar to lazygit, a TUI manager for docker. After using VScode for years now, I tried using Neovim. If you've heard about Vim, it is notorious for being overly complicated for no reason. write, quit, copy, paste. macros. If you wanna test out vim, would recommend Vim Tutor tool While this is not technically a developer tool, anybody can use it. After jumping from one note to google docs to Notion, I settled into obsidian. Its free, has amazing plugin support, and you get this graph of all the notes you have, that's really cool to watch. Tmux is a "Terminal Multiplexer", so suppose you have ssh-ed into a machine, and want to run two foreground process. How do you do that, both in the same terminal? pseudo terminal". That's just one example. Then switch between these terminals with keybindings, which you can customize. Which one of these do you already use? or suggest more under-rated tools in your arsenal.  ( 4 min )
    The World's First Agentic Mongo GUI
    Introducing ScoutDB: the World's First Agentic Mongo GUI Christian Arredondo ・ May 13 #mongodb #ai #powerfuldevs #webdev  ( 2 min )
    mTLS in OneEntry: When Security Is Not an Option but a Standard
    In today’s web environment, APIs are not just data transmission channels. They function as the nervous system of any digital business. Ensuring the security of such a critical part of business infrastructure is not a secondary concern, but a strategic priority. OneEntry Headless CMS was the first on the market to implement full support for mutual TLS (mTLS) within its platform, one of the most reliable technologies for API protection available today. The primary motivation behind this decision was to address real-world challenges faced by web and mobile development teams, DevOps engineers, and, ultimately, the digital businesses they support. As we know, cyber threats don’t target some abstract concept of “security”. They go after what has real value: Personal customer data: the leakage o…  ( 6 min )
    Azure OpenAI vs Azure AI Search: What’s the Difference?
    As AI tools become more widely adopted, many teams using Microsoft Azure find themselves asking the same question: What’s the difference between Azure OpenAI vs Azure AI Search? Both sound powerful. Both are part of Azure’s AI services. But they serve very different purposes. If you’re building an AI-driven app, chatbot, or search feature, understanding what each tool does and when to use it can save you time and help you build smarter, faster. Let’s break it down. Azure OpenAI Service gives you access to OpenAI’s language models like GPT-4 and GPT-3.5, hosted securely in Azure. These models are designed to understand and generate human-like text, which makes them perfect for tasks like: Answering natural language questions Writing content or summaries Translating text Building chatbots or…  ( 5 min )
    Want to learn about validation in ASP.NET Core with minimal API's? Check this blog!
    Validation made simple! Pascal Vorwerk ・ May 15 #dotnet #programming #minimalapis #beginners  ( 2 min )
    Meet AxonJs: The Express Slayer That Doubles Your API Speed
    Hello developers! 👋 I'm excited to introduce you to AxonJs, a new backend framework designed to simplify and accelerate the development of RESTful APIs. As the creator of AxonJs, I developed this framework to address the complexities and limitations I've encountered with existing solutions like Express.js. AxonJs aims to provide a more structured, performant, and developer-friendly approach to building backend applications. While Express.js has been a staple in the Node.js ecosystem, it often requires additional libraries and boilerplate code to achieve a well-structured application. AxonJs addresses these challenges by offering: Built-in Structure: Encourages a modular architecture with clear separation of concerns. Enhanced Performance: Benchmarks indicate that AxonJs is up to twice as …  ( 4 min )
    Rust in 2025: Did It Finally Overtake C++?
    Since its emergence, Rust has positioned itself as a modern, memory-safe alternative to C++ for systems programming. As we progress through 2025, the question remains: has Rust finally overtaken C++ in adoption, performance, and industry preference? This analysis examines the current state of both languages, benchmark comparisons, and real-world adoption trends while providing actionable insights for developers considering Rust. 1. Adoption Trends: Rust vs. C++ in 2025 Where C++ Maintains Dominance C++ continues to be the backbone of several critical domains due to its maturity and optimization capabilities: Game Development: Engines like Unreal Engine and AAA game studios still rely on C++ for its performance and existing toolchains. High-Frequency Trading (HFT): Financ…  ( 5 min )
    ❌ Top 10 Common Mistakes in Writing Scripts
    ❌ Top 10 Common Mistakes in Writing Scripts Using fixed paths, IPs, or credentials inside the script. ✅ Use variables or config files instead. Assuming user input or arguments are always correct. ✅ Always check for type, format, and range. Ignoring exceptions or command failures. ✅ Use try/catch, if [ $? -ne 0 ], or similar. Leaving behind unused logs, temp data, or cache. ✅ Add cleanup functions or use trap in shell scripts. Continuing the script even when a step fails. ✅ Always check exit codes before moving forward. Using vague variable or function names (x, temp, data1). ✅ Use descriptive and consistent naming. Forgetting loop conditions or exit criteria. ✅ Always define clear limits and break conditions. No comments, no usage instructions. ✅ Add inline comments and a help section (--help flag). Writing credentials directly in the code. ✅ Use environment variables or secure vaults. Running scripts directly in production without testing. ✅ Always test in a sandbox or staging environment first.  ( 3 min )
    Love the comment "(I swear MongoDB and ScoutDB logos look like they just agreed to rescue all devs from query hell)"
    Query MongoDB Like a Human with ScoutDB BHUVANESH M ・ May 15 #mongodb #scoutdb #devtools #nocode  ( 3 min )
    How to Fix Unresolved Reference 'Offset' in Kotlin App
    Introduction If you're building an app in Android Studio and facing the error message, 'Unresolved reference: Offset', you're not alone. This issue commonly occurs when using the Relay plugin to import designs from Figma, and it can be quite frustrating. The IDE (Integrated Development Environment) may suggest an import for androidx.compose.ui.geometry.offset, but this file seems to regenerate with each build, leading to confusion. This piece aims to elucidate why this occurs and how to effectively resolve the problem. Why You Encounter This Issue The 'Unresolved reference: Offset' error typically indicates that the compiler cannot locate the class or library you are trying to utilize. In Kotlin, particularly when dealing with Jetpack Compose, the Offset class is part of the androidx.compo…  ( 5 min )
    Vaudeville Era: A Look Back at Variety Shows and Their Legacy
    The Vaudeville era, a golden age of variety entertainment, holds a special place in the history of American theater and popular culture. Spanning from the late 19th century to the early 20th century, Vaudeville shows combined music, comedy, magic, and acrobatics in an energetic, fast-paced format. These variety performances were integral to the entertainment landscape, influencing modern-day television, theater, and even stand-up comedy. Today, the Vaudeville tradition lives on through the legacy of performers and acts that defined a unique era in the performing arts. Vaudeville was a theatrical variety show that became immensely popular in the United States during the late 1800s and early 1900s. It featured a wide range of acts, from singers and dancers to comedians, magicians, ventriloqu…  ( 6 min )
    Untitled
    Check out this Pen I made!  ( 2 min )
    Detailed Logic for RDF Conversion and Use in RDH (Robust Data Hub)
    Overview While high-level documentation emphasizes the value of RDF in normalizing data, the actual logic and conversion processes remain underexplored. This article addresses these gaps by detailing the methods, tools, and logic used in transforming heterogeneous data into RDF. Each RDF triple consists of: Subject: the entity being described Predicate: the property or attribute Object: the value or another entity Example: "Alice" . Structured Data CSV, SQL Approach: Tools/Techniques: Example: A CSV row: ID,Name,Email 123,Alice,alice@example.com Would convert to: a schema:Person ; schema:name "Alice" ; schema:email "alice@example.com" . Ontology Use: Semi-Structured Data JSON, XML Approach: Tools: …  ( 7 min )
    Azure Service Principle
    When I first encountered the term “Service Principal”, I was completely confused. If you’re getting started with cloud infrastructure, especially in Azure, the concept of a Service Principal can feel vague and overly abstract. You’re not alone — many professionals, especially those coming from traditional development or sysadmin backgrounds, struggle to understand: What exactly is a Service Principal? When and why should you use one? In this post, I’ll break it down in plain language, using real-world example and code snippets— so by the end, you’ll never be confused by the term again. Service Principal is like a user account for apps or services that need to access Azure resources. For example in order to login in the system user need user name and password, similarly its kind of user nam…  ( 4 min )
    Docker Basics: Containerizing Your First Web App
    🐳Docker Basics: Containerizing Your First Web App Ever had a web app work perfectly on your laptop but completely break on someone else’s machine? Welcome to the infamous "it works on my machine" problem. Docker helps you solve that — by letting you package your app, dependencies, and environment into a portable container. In this blog, I’ll walk you through how I containerized a simple Flask web app, step-by-step. What is Docker and Why Should You Care? Docker is a tool that makes it easy to create, deploy, and run applications by using containers. A container bundles everything your app needs to run — code, libraries, and settings — into one neat unit. This means it will behave exactly the same on any machine that supports Docker. If you're a student or grad getting into development, De…  ( 4 min )
    214/365 | ¥10M Job Challenge - Flow Mode Switching
    Switching into Flow Mode In a busy life, carving out time can feel nearly impossible. That’s why it’s essential to find the right way to get into a focused flow state—not only to boost your productivity at work but also to make better use of your limited free time. Choose the right BGM (no vocals, minimal fluctuations) Set clear, small goals—tell yourself exactly what you want to accomplish in the next 30 minutes Once completed, reflect on the next small goal and take a short break Keep both your physical and digital workspace aligned with your next task You’ve got this!  ( 3 min )
    🔥Top 20 Best AI Coding Agents🧙‍♂️
    Hello Devs! 👋 In this article, I’ll be covering some of the best AI coding agents to enhance your daily workflow. Let me know which tools you use the most and share your experiences in the comments! 💬 Let's get started🚀 Qodo- Quality-First AI Coding Platform qodo is a trending tool that developers can use to enhance their coding experience with the power of AI. It is an innovative AI-powered code quality platform designed to enhance the developer's development process. It provides you with smart code analysis, ensuring that the codebase remains clean, efficient, and error-free. ✨Here are some key features of Qudo: ✅ Precise code suggestions: qodo thoroughly analyzes your code, providing tailored suggestions. These include adding docstrings & refining exception handling directly impr…  ( 14 min )
    Kubernetes Security in 2025: Best Practices for Protecting Your Clusters
    Kubernetes is essential for orchestrating containerized applications, but security remains a top concern. Here’s how to ensure your Kubernetes clusters are secure: Use Role-Based Access Control (RBAC) Use Network Policies Enable Audit Logging Regularly Update Kubernetes Use Image Scanning Get Started: We're hiring DevOps Engineers, if you are interested, Register With Us Now!  ( 3 min )
    Custom Form Components in Angular: Avoid These Common Mistakes
    In Angular development, creating custom form components is a powerful way to encapsulate logic and maintain reusable UI elements. However, when integrating these components into Angular’s form ecosystem, many developers ask: ControlValueAccessor , or is *FormGroupDirective * more appropriate for this use case? ✅ Use ControlValueAccessor for Single Form Control Components If your custom component represents a single form control — such as an input field, toggle switch, dropdown, or similar —the correct and most idiomatic approach is to implement the *ControlValueAccessor * interface. You're building a custom input with a prefix and suffix icon: Since this component only handles a single value, ControlValueAccessor is the ideal…  ( 4 min )
    Multiple Django apps on same port
    Introduction The focus of this article is to run multiple services on a single port, such as hosting two websites on port 80 and port 443. As we all know from the facts that in a system there are total 65536 ports that is from 0 - 65535 ports that are being used, out of this many are system reserved ports and only small amount of ports are available on which we can expose services. Such as port 80 for HTTP, 443 for HTTPS, 22 for SSH , 3389 for RDP and so on. By default every system has at least 2 network cards, one is the loopback or the localhost network card (127.0.0.1), and another one would be either WiFi or the LAN network card (192.168.1.1). This can be checked using the command ipconfig if you are using the windows system or if you are Debian/Ubuntu distribution use ifconfig. I h…  ( 4 min )
    Ping! Pop! Pow! Real-Time Security with Suricata, StackStorm & Slack.
    Hey dev.to community! I was recently learning a few SecOps topics and was trying things out with the tool StackStorm (it's basically a ITTT tool for devops) that helps in event-driven automation. So then I thought of why not combine it with the good old Suricata tool and hence this blog... ;) We’ll wire up Suricata (our network IDS) to StackStorm (our event-driven automation engine), so that whenever Suricata spots suspicious traffic, StackStorm picks it up and shoots an alert into Slack. No more manually tailing logs, your chat app becomes your security ops dashboard! So enough talking and let's start doing! Coz I find it. 😂 jk. Yeah even I had this question earlier but later after gpting and trying things out, this seemed way cooler just like a security admin or smth lol. Imo, these ar…  ( 5 min )
    Been a while since I've been here. I'm likely going to start taking college courses to combat my impostor's syndrome. I've been in this game for the better part of a decade now and moved up some ladders, but I never want to be that "expert beginner."
    A post by AndyRosenberg  ( 3 min )
    How to Resolve Operand Type Clash While Backloading SQL Data?
    Introduction When backloading data from a SQL Server table into a DB2 table, you might encounter errors related to null date columns. A common issue is the error message: "Operand type clash: int is incompatible with date". This happens when the data types between the source and destination databases don’t align properly, especially for nullable date columns like ACTUAL_CLOSED. In this article, we'll explore the reasons for this issue and provide effective solutions. Understanding the Issue Why Does the Operand Type Clash Occur? The operand type clash error occurs because SQL Server treats a null date value in certain contexts as an integer zero (0). When this zero gets transferred to DB2, it creates a type inconsistency since DB2 expects an actual date value, not an integer. The use of te…  ( 5 min )
    Salut Courrier! A New Ruby Gem to Send Emails
    This article was originally published on Rails Designer Salut Courrier! 👋 📮 Courrier is a new Ruby gem for sending emails in your apps. You write a class containing the subject, HTML, and plain text content. It then uses the API from your choice of transactional email providers like Mailgun, Postmark, and Resend. ⭐ Go straight to GitHub and give it that star! ⭐ courrier /ku.ʁje/ noun, masculine mail, post (postal items) ▪ le courrier du matin - morning mail ▪ relever le courrier - to collect the mail letter, correspondence ▪ répondre à un courrier - to reply to a letter ▪ courrier électronique - email messenger, courier (person) ▪ courrier diplomatique - diplomatic courier ▪ courrier à vélo - bike courier Courrier is a gem extracted from my own (SaaS) apps. For years it lived as just one…  ( 6 min )
    Standard vs Reasoning Models: The Two Ways AI Solves Problems
    If you've ever wondered how AI actually thinks, you're not alone. Behind the scenes, there are different styles of problem-solving—some fast and instinctive, others slow and logical. In this post, let’s break down two core approaches: Standard models (the quick responders) Reasoning models (the step-by-step thinkers) Feature Standard Models Reasoning Models How they solve tasks Use patterns to guess the answer Break tasks into steps and follow logic Good at Chat, summaries, common facts Math, planning, debugging, tricky logic Speed Fast Slower Debuggability Hard to trace Easier (you can follow the thinking) Standard models (like GPT-2 or early chatbots) work by recognizing patterns. They’ve been trained on huge datasets and try to predict the next word or token based on eve…  ( 4 min )
    Week 3 of Web Dev
    Hey devs! 👋 Despite my final exams, I’ve stayed on track with consistent small wins every day — and the progress feels amazing! 💪 📚 What I Learned This Week 🔹 Day 16: Fonts in CSS @import. Google Fonts is a game-changer! 🔹 Day 17: Font Properties 🔹 Day 18: CSS Box Model 🔹 Day 19: Motivation Meme Project 🔹 Day 20: Margin & Padding 🔹 Day 21: Combining Selectors 🧠 Key Takeaways Consistent styling with fonts and spacing improves user experience. Mini-projects reinforce learning by bringing concepts together. ⚡ Challenges I Faced 💬 Question for You What was the most confusing part of CSS when you started? Let’s share our stories and learn from each other — I’d love to hear your experience! 🚀  ( 3 min )
    Catching Secrets Early: A Lightweight Build-Time Tripwire for Vite
    Ever pushed an API key to production? Don’t lie—we’ve all done it. Here’s how to make sure it never happens again, using a 10-line Vite plugin. Secrets don’t belong in your codebase. Not in a commit, not in a PR, and definitely not in production. And yet, it happens—a quick console.log() with an API key, a test token dropped into a config file, a placeholder password that never gets removed. Days later? Still there. Weeks? Maybe it even gets pushed to production. I've heard more than one story of dev teams scanning older, inherited codebases—only to find hardcoded API keys sitting in plain text. These weren’t new mistakes, they’d been buried for years. It’s a reminder that even quiet, untouched code can hide serious risks. Let’s talk about how to catch this stuff early, right in your Vite …  ( 5 min )
    Compatibility Testing in Software: The Blind Spot in Load Testing
    Introduction As someone with nearly twenty years of experience, I've helped teams understand how their systems perform under pressure. I can tell you this: most load tests don’t fail because there aren’t enough users. And one of the biggest blind spots? Compatibility. You can run a well-designed test, simulate 10,000 users, and hit all your APIs. But you might still miss that your front-end has issues on Safari. Or, your mobile users can’t finish the checkout process. This isn’t just about performance. It’s also a compatibility problem. When you add more users, this issue becomes a performance problem. In the early days of testing, compatibility was about making sure your layout didn’t break in Netscape. As applications changed to single-page apps, mobile-first designs, and multi-device…  ( 6 min )
    "That's not what I meant." - Every designer, ever. Well let's fix that!
    👀 Attention - Designers, Devs, and product folks I need your input! I'm researching why design-to-dev handoffs still break down, especially when it comes to behavior, interaction, and intent. If you've ever dealt with: specs that go out of date devs building "what they think you meant" fuzzy behavior and inconsistent components ....I'd love to hear from you! https://forms.gle/JdrNnUjf8w4xxUhaA Your input could shape better tools and smoother handoffs. Thank you in advance !  ( 3 min )
    ELI5: HTTP Authentication
    Basically there are 3 types: Basic Authentication, Bearer Authentication and Cookie Authentication. I will give a super brief explanation of them which can serve as a quick-remembering-guide for example. Besides that, I mention some connected topics to keep in mind without going into more detail and I have a quick code snippet as well. The simplest and oldest type - but it's insecure. So do not use it, just know about it. It's been in HTTP since version 1 and simply includes the credentials in the request: Authorization: Basic As you see, we set the HTTP header Authorization to the string username:password, encode it with base64 and prefix Basic. The server then decodes the value, that is, remove Basic and decode base64, and then checks if the credentials are c…  ( 5 min )
    A Git-like tool to keep track of configuration files
    Kitty - A secure, encryption-focused configuration management tool written in Rust I built Kitty to solve a problem I faced while managing configuration files across servers: I wanted Git-like tracking for system config files, but with built-in encryption and the ability to keep files in their original locations. What is Kitty? Secure configuration management tool with Git-like commands Files remain in their original locations (no need to symlink like with dotfiles managers) All stored content is encrypted with ChaCha20-Poly1305 Password-protected repository access Choose between file-based or SQLite storage Works with system files that might require elevated privileges Core features: Track, version, and restore configuration files See differences between tracked and current versions Filter and group tracked files Restore previous versions when needed Privilege handling for system files Kitty is designed for sysadmins, DevOps engineers, and anyone who wants to securely track configuration files without moving them into a Git repository. The project is open source and written in Rust. It focuses on security first, with all sensitive content encrypted, making it suitable for tracking credentials and other sensitive configurations. GitHub repo: https://github.com/kometen/kitty I'd love feedback from the HN community, especially on the security model and additional features that would be useful for your configuration management workflow.  ( 3 min )
    PHP Cheat Sheet for Beginners
    Note: I am primarily using this as a study tool as I'm upskilling my foundational knowledge. With this in mind, this document is ongoing, and I'll likely be updating it weekly. Opening and closing tags: Note: omitting the closing tag at the end of a file can be beneficial so you don't have any unwanted white space at the end of the file Printing: echo 'This prints to the screen.'; Commenting: One line: # This is a one-line comment in PHP Multi-line: /* This is a multi- line comment in PHP */ Checking variable type: var_dump($var_name); Comparing Floats: Note: Comparing floats in PHP is tricky because of precision. The following is a workaround for that limitation. String Definitions: 'this is a string' "this is a string" or echo 'this line prints a {$var}'; String concatenation uses a . rather than a + in PHP. I used PHP's documentation as the source of my information here. Some of the code will be similar or identical.  ( 3 min )
    Logging Like a Pro in .NET
    Logs are your primary tool for understanding what your API is doing in production. But many developers fall into two extremes: Too little logging, and you're blind in production. Too much logging, and you're drowning in noise, cost, or leaked sensitive data. In this post, we’ll take a smarter approach and cover: Setting up Serilog for structured logging in .NET Logging exceptions using source generators Outputting request payloads as structured JSON Masking sensitive data to stay compliant (GDPR, etc.) Enriching logs with contextual information like OrderId Let’s dive in. dotnet add package Serilog.AspNetCore dotnet add package Serilog.Sinks.Console We’ll use the console sink for simplicity because it works out of the box, doesn’t require any extra setup, and still gives us structured…  ( 7 min )
    Inside the Mind of a Cyber Criminal: How Scammers Think and Adapt
    Laura Kankaala, Head of Threat Intelligence, F-Secure Cyber criminals have made scamming a trillion-dollar business. As technology and the internet evolve, so do scams, making them the biggest threat consumers face every time they go online or use their phone. While organizations have been trying to keep up with scammers by employing different types of cybersecurity approaches and frameworks, that same focus has been missing in consumer cybersecurity - until now. The cybersecurity industry often focuses on specific instances of scams, like someone pretending to be Brad Pitt on a dating app, or a user accidentally clicking on a malicious social media ad. We also seem to focus a lot on the psychological aspects of a scam, like certain manipulation tricks that are employed. But putting too mu…  ( 5 min )
    The Hidden Costs of Poor Website Performance: A Business Impact Analysis
    Your website takes 8 seconds to load. In those 8 seconds, half your visitors just left. They're now on your competitor's site, credit card in hand. This isn't a horror story—it's happening to businesses every day. Poor website performance isn't just an IT problem; it's a profit killer that most companies don't see coming until it's too late. Let's uncover the real cost of a slow website and why fixing it might be the best investment you make this year. Think about the last time you waited for a slow website. Did you stick around? Probably not. Your customers won't either. Here's what happens in the first few seconds: 0-1 second: "Great, this site works!" 1-3 seconds: "Hmm, this is taking a while..." 3-5 seconds: "Is something wrong?" 5+ seconds: "I'm out of here." Research shows that 53% o…  ( 6 min )
    Go & AES-GCM: A Security Deep Dive
    Understanding AES-GCM Nonces. A Go Security Deep Dive. Once, while working on a project to upskill a bit, I came across countless resources recommending GCM (Galois/Counter Mode) for encrypting data in Go. Many snippets I found looked similar to this one: package main import ( "crypto/aes" "crypto/cipher" "crypto/rand" "fmt" "io" ) func main() { key := []byte("verysecretkey123") // Never hardcode keys in real life! plaintext := []byte("This is the data to encrypt") block, _ := aes.NewCipher(key) aesgcm, _ := cipher.NewGCM(block) nonce := make([]byte, aesgcm.NonceSize()) if _, err := io.ReadFull(rand.Reader, nonce); err != nil { panic(err.Error()) } ciphertext := aesgcm.Seal(nil, nonce, plaintext, nil) fmt.Printf("%x\n", …  ( 6 min )
    A Professional Looking API
    Your OpenAPI spec is the contract that defines how consumers interact with your API. It powers visual tools that help developers understand, test, and integrate with your endpoints. This spec powers visual tools that help developers understand, test, and integrate with your API. While Swagger UI has been the go-to for years, modern alternatives like Scalar are raising the bar with cleaner UX, better search, and more intuitive navigation. For this post, we’ll be using Scalar to showcase how a well-designed OpenAPI spec gives your API a professional, developer-friendly front. 💡 Hint: Starting in .NET 9, there’s a built-in way to generate the OpenAPI spec using builder.Services.AddOpenApi(). However, as of now, it does not support XML comments, which are essential for rich and descriptive do…  ( 5 min )
    Grok 3 API - Reasoning Tokens are Counted Differently
    I've learned it the hard way... If you use the recently released Grok-3 Mini reasoning model (which is great by the way) you might have your token usage reported wrong... While both OpenAI and xAI report reasoning usage in usage.completion_tokens_details.reasoning_tokens field: OpenAI includes reasoning tokens in usage.completion_tokens xAI doesn't include Hence for OpenAI (and according to my tests for Deepseek R1) in order to get the total tokens you can use the old good completion_tokens field. With xAI you need to add up the 2 values to get the right totals (and get you cost estimations correct). Neither litellm nor AG2 (out of recently used LLM libs) adjust the reported usage for that Grok's quirk. Grok API provides a compatible OpenAI endpoint. For reasoning models the didn't invent the wheel and use the standard reasoning_effort parameter just like OpenAI does with its' o1/o3/o4 models. Yet for some reasons xAI decided to deviate from OpenAI's approach to reasoning tokens accounting. That's unfortunate this inconsistency got into prod API from xAI.  ( 3 min )
    Winbox Play – Fast, Fair, and Full of Fun
    Winbox play is more than just a feature—it’s a complete experience. Winbox88 ensures that every session is fast-loading, fair, and entertaining. Whether you're using the winbox apk or logging in from a browser, the quality remains high across all platforms. From strategic card games to adrenaline-filled slot machines, Winbox88 has it all. Every game is tested for fairness, and winnings are paid out quickly. With ongoing updates and security checks, users can game confidently. Discover the difference that real quality makes—join Winbox88 today for reliable, rewarding casino action.  ( 2 min )
    Automatically Sort and Organize Your Downloads Folder on Linux Using Python By Alpha Nsimba Kasanji
    If your Downloads folder is always overflowing with random files, and you're constantly digging through it to find what you need - it's time to automate the chaos. What You'll Need Create Your Python Script The Script: Sort Files by Extension import os downloads_dir = Path.home() / "Downloads" categories = { for category in categories: for item in downloads_dir.iterdir(): Run the Script Automate the Script with Cron Why This Works Conclusion With just a few lines of Python and a simple cron job, you've turned your chaotic Downloads folder into a well-organized space. This little script saves time, reduces clutter, and makes your workflow more efficient - all without lifting a finger after setup. Happy automating!  ( 4 min )
    SDK-Driven Development: A Litmus Test for Good Software Design
    This-driven development, that-driven development, and now you should bother with this other thing? I am only half-serious. You should not. Yet you might still want to consider it as a litmus test for your projects. I am not saying that you should use Software Development Kits (SDKs) for development. We all do. Rather, I am asking you to think of your codebase and product as an SDK or part of it. But first, what is all this XYZ-driven development? XYZ simply refers to the guiding principle or artifact that drives the development process. Mind you, this is not necessarily a methodology like "Agile" or "Waterfall", which drive the organization of the development process. I like to think of this distinction as follows: You gather all the developers in a room and organize them to work on a proj…  ( 6 min )
    Why Developers Still Choose Native Mobile Apps in a Cross-Platform World
    Ever tried using a mobile app that felt... off? Maybe the buttons didn’t respond quite right, or it lagged at the worst moment, like when you were about to hit "confirm" on a payment. Chances are, that app wasn’t built natively. In today’s development world, there’s a lot of noise around frameworks that promise to “build once, run everywhere.” Sounds great, right? But despite the rise of cross-platform tools, there’s a quiet but steady group of developers and companies who still pick native mobile app development, and they’ve got good reasons. Let’s dive into why that choice still makes sense in 2025. The Case for Native: It Just Feels Better You know that smooth scroll on an iPhone or how Android apps seem to mesh seamlessly with system gestures and features? That’s native development do…  ( 6 min )
    How to Reference Two Dynamic Variables in Helm Templates?
    When creating Helm templates, referencing dynamic values can sometimes be tricky. In your case, you want to access two variables dynamically to retrieve a specific value from your values.yaml file based on the keys defined. ### Understanding the Problem In the provided Helm template, you're trying to access a nested dictionary where both keys depend on dynamic values. Given the owners structure in values.yaml, you want to be able to reference the correct owner based on the dynamic $data_access.name. It's essential to correctly format the reference so that Helm understands which variable to use when fetching the value. ### The Helm Template Structure Here's your original template code for quick reference: {{ $owners := $valuesDict.owners }} {{ $ownerci := $owners.$data_access.name.ci }} #Ge…  ( 4 min )
    Solieum Emerges as Solana’s Next-Gen Layer 2 Solution, Promising Unmatched Speed and Scale
    The Solana ecosystem is on the cusp of a transformative leap forward with the upcoming launch of Solieum, a cutting-edge Layer 2 protocol designed to supercharge the blockchain’s already impressive performance. Positioned to address Solana’s scalability challenges during peak demand, Solieum is generating buzz in the crypto community as a game-changer for decentralized finance (DeFi), gaming, and Web3 applications. A Response to Solana’s Growing Pains Solana has long been celebrated for its high throughput and low-cost transactions, processing thousands of transactions per second and boasting a total value locked (TVL) of $10.9 billion, surpassing the entire Ethereum Layer 2 ecosystem. However, as the network’s popularity has surged — fueled by meme coins, DeFi projects, and platforms like…  ( 5 min )
    Understanding Hoisting in JavaScript
    Hoisting is a fundamental concept in JavaScript that often leads to confusion, especially for those new to the language. Understanding how hoisting works can help you write cleaner and more predictable code. This article explains what hoisting is, how it works, and the differences in behavior between various types of declarations. Hoisting is JavaScript’s default behavior of moving declarations to the top of their scope before code execution. This means that variables and functions can be referenced before they are declared in the code. It is important to note that only declarations are hoisted, not initializations. var Variables declared with var are hoisted and initialized with undefined. Consider the following example: console.log(a); // undefined var a = 10; Internally, this is inte…  ( 4 min )
    Mastering Flask Blueprints: The First Step to Scalable Web Apps
    As I started learning Flask, I was building simple apps just to understand the basics and get comfortable with it. Once I felt a bit more confident, I decided to start a project, a site monitoring tool. Since I knew the project would grow and include more functionality, I realized that things should be organized better. That’s when I came across Flask Blueprints. A Blueprint is a modular way to organize code and routes into separate components. Today, I set up my first Blueprint in Flask and here’s how it went. blueprint-example/ ├── run.py └── app/ └── routes.py └── __init__.py └── templates/ └── index.html from flask import Blueprint,render_template #creating a flask blueprint called 'main_route' main_route=Blueprint('main_route',__name__) #define a route on this blueprint @main_route.route('/') def blue_example(): return render_template('index.html') from flask import Flask app=Flask(__name__) def blue_example(): from .routes import main_route app.register_blueprint(main_route)#registering my blueprint to my flask app instance return app from app import blue_example app=blue_example()#Calling a function to get flask app instance if __name__ == '__main__': app.run(debug=True) #run the app in debug mode I basically had an idea of how this works because I had learned about MVC (Model, View, and Controller) in Java. The working process of both is quite similar, so I was able to grasp it a bit quicker. Here are a few things I found helpful about using Blueprints: It's a clean way to split the code logically. For example, separating routes and the dashboard into components makes the structure much easier to work with. It's much easier to manage as the app grows and more features are added. It makes the project more organized and scalable, which is especially useful when working in teams or revisiting the project later.  ( 3 min )
    Chatbot Testing Using AI — How-To Guide
    As chatbots become essential in customer service, e-commerce, healthcare, and more, ensuring they function correctly and efficiently has become a top priority. Chatbot testing ensures that conversations are accurate, context-aware, and provide a seamless user experience. Traditional testing methods often fall short due to the complexity and unpredictability of natural language. That’s where Artificial Intelligence (AI) steps in to revolutionize chatbot testing. In this guide, we’ll explore how to test chatbots using AI, examine whether legacy tools can keep up, and outline how automation powered by AI can transform your testing strategy. Can Legacy Automation Tools Handle Chatbots? Here’s why: Lack of Natural Language Processing (NLP) support: Traditional tools can’t interpret or generate human language. Enhancing Chatbot Testing with AI 1. Intent Recognition Testing 2. Entity Extraction Validation 3. Sentiment Analysis 4. Context Awareness Testing 5. Training Data Quality Checks Automating Chatbot Testing with AI ✅ Automated Test Case Generation ✅ Regression Testing ✅ Conversational Flow Testing ✅ Exploratory Testing ✅ Real-Time Feedback Conclusion Artificial Intelligence offers the agility, adaptability, and contextual understanding required for comprehensive chatbot testing. From enhancing existing test cases with NLP to automating complex flows and analyzing training data quality, AI is reshaping how we ensure chatbot reliability and effectiveness. Incorporating AI into your chatbot testing strategy isn’t just an upgrade — it’s a necessity for delivering meaningful, human-like conversational experiences.  ( 4 min )
    [Boost]
    🧑‍🏫 How to Teach GPT to Code Python your way Snappy Tuts ・ May 13 #chatgpt #ai #python #coding  ( 2 min )
    Learn to Code and Land Your First Tech Job in 4 Months (Even If You’re Starting From Scratch)
    Let’s be real, tech jobs can change your life. Good pay, remote options, creative work. And no, you don’t need a four-year degree to break in. If you're motivated and consistent, you can absolutely go from zero to hired in just a few months. The secret? Focused learning + community support. If you're trying to learn on your own and you keep bouncing between free YouTube tutorials, that’s cool... but not always efficient. What you need is a structured roadmap, accountability, and real humans who’ve done it before. That’s where online communities come in. Platforms like Whop are packed with spaces where developers mentor newbies, walk you through real-world projects, and even review your resume or mock interview you. You don’t have to do this alone. In fact, you shouldn’t. Communities give y…  ( 5 min )
    De MediatR para Mediator: uma migração mais leve e performática
    *Dando continuidade à série sobre bibliotecas .NET que deixaram de ser open source e gratuitas, neste artigo apresento uma alternativa ao MediatR e explico por que ela pode representar uma migração mais leve em termos de estrutura e performance. Desde que foi anunciado que o MediatR passará a adotar um modelo de licenciamento pago — mesmo que isso ainda leve algum tempo e a versão atual permaneça gratuita — nós, desenvolvedores, começamos a buscar alternativas próximas do que já conhecemos ou, em alguns casos, optamos por implementações próprias, como abordado no artigo anterior sobre o AutoMapper. Tendo isso em mente, encontrei uma alternativa — especialmente adequada para projetos que precisam ser migrados e para equipes já familiarizadas com o MediatR — que é o Mediator (com “o”). Assim…  ( 6 min )
    How to Generate Large Random Numbers in C with rand()?
    Generating large random numbers is a common requirement in programming, especially in applications requiring strong randomness. The standard rand() function in C generates pseudo-random numbers, which often fall short in range and size for many applications. In particular, generating unsigned long long random numbers can be challenging, especially if you find that the outputs of rand() are not sufficiently large and they often exceed certain thresholds. Why the Standard rand() Does Not Meet Your Needs The rand() function is designed for simplicity and it typically returns a value in the range from 0 to RAND_MAX, which is defined in stdlib.h. The maximum value returned by rand() is often just 32767, making it unsuitable for generating large random numbers like those represented by an unsign…  ( 5 min )
    🎯 Google Dorking for Job Hunting: Advanced Tricks & Commands (Part 2)
    💡 In Part 1, we scratched the surface of Google Dorking to find hidden job opportunities. Now, it’s time to level up and unlock some real gems using advanced combinations. 🔍 Why Go Advanced? Filter outdated listings. ⚙️ Advanced Operators + Combos 🔹 1. Find Job Descriptions in PDFs from Company Sites site:example.com intitle:"careers" filetype:pdf Replace example.com with a real company, e.g.: site:accenture.com intitle:"careers" filetype:pdf 🔹 2. Target Job Boards with Specific Roles site:glassdoor.com inurl:"jobs" intitle:"frontend developer" 🔹 3. Find Remote Tech Roles from Startup Platforms site:angel.co intitle:"remote developer" filetype:pdf 🔹 4. Internships on University Sites site:.edu intitle:"summer internship" filetype:pdf 🔹 5. Unlisted Job Postings in Excel Format filetype:xls inurl:"vacancy" OR inurl:"openings" 🔹 6. Marketing Jobs in NGOs site:.org intitle:"we are hiring" "digital marketing" 🔹 7. Get Around Login Barriers site:myjobportal.com inurl:"/public/jobs" "software engineer" 🔹 8. Government Job Listings site:.gov intitle:"job opening" filetype:pdf 🛡️ Pro Tip: Add Date Filters 🧠 How to Build Your Own Dorks Mix and match these like Lego bricks: site: → Limit the domain intitle: → Job-related words like “careers,” “job openings,” “we’re hiring” filetype: → Use pdf, docx, or xls " "→ Exact match phrases like "remote UI developer" AND / OR→ Combine or expand searches Screenshots of some dorks: 🧪 Bonus: Ready-to-Use Dork Templates filetype:pdf intitle:"remote job" | site:internshala.com intitle:"internship program" | filetype:xls inurl:"openings" | intitle:"entry level developer" site:linkedin.com | site:.org "we are hiring" filetype:docx | 🔚 Up Next: Part 3 – Automation & Real-World Case Study 🗣️ Your Turn What industry are you targeting? Drop a comment and I’ll share dorks tailored to your field.  ( 4 min )
    The Simple Math of why big tech needs AI
    I worked for a FAANG company for a bit, and one thing that surprised me was just how many tasks were manual. How noticeably patchy the tooling and automation coverage was. But also very obviously their tooling and automation was state of the art and much more sophisticated than small tech. But I think there's basic math at play. If I work at a small company and have 100 things, and 50% are automated, then I need say 50 engineers to handle the workload. But if I work at big tech, and there are 100,000 things, and 75% are automated, then I need 25,000 engineers to handle the workload. There's also the algorithm optimization. While I think alogrithmic optimizations will trickle down, and that's good. For (AlphaEvolve)[https://news.ycombinator.com/item?id=43985489] to have a 1% speedup in most small to medium size businesses. Fine, but that's not worth spending a lot of time on. But for AlphaEvolve to have a 1% speedup at google? May save millions of dollars. The point of which is to say, there's probably lots of ways that this will trickle down to every day users, and software engineers across the board may see more and more of their tasks automated, but a continuous truism in the industry is that what works for big tech often doesn't work for you medium-sized MSP. This might explain the difference between why Google says that AI can write 30% of it's code, and medium sized business struggle to get it to work. There's just a lot less boilerplate to right at medium sized businesses. At google, being able to automatically upgrade a node.js dependency may literally impact thousands of microservices, saving thousands of engineering hours. At your company it might save a few hours, if it doesn't take longer than that to get it going in the first place.  ( 3 min )
    Simplify Private Data Warehouse Ops: Visualized, Secure, and Fast with BendDeploy on Kubernetes
    What is BendDeploy? BendDeploy is a standardized, Kubernetes-based private deployment and management platform provided by Databend. It offers a one-stop solution for managing Databend clusters, enabling fast and secure deployment and administration of multiple clusters and tenants. With an intuitive user interface, BendDeploy delivers a simple and user-friendly visual operation experience that significantly improves operational efficiency, reduces errors and downtime, and enhances service quality and stability. BendDeploy offers a wide range of capabilities, including: Multi-Tenant Management: Supports multi-tenancy with full tenant isolation and management. Cluster Deployment: Easily launch a complete Databend cluster with one click using BendDeploy. Cluster Management: Cluster Overv…  ( 10 min )
    What’s the best way to find qualified Web3 developers in 2025?
    Hello, dear Dev.to users. Today, I would like to ask you the best ways to work with Web3 developer recruiting. If you have any advice, personal stories to share, or any other ideas, it would be highly appreciated.  ( 3 min )
    Understanding the Differences Between HTTP/1.1 and HTTP/2
    As the web continues to evolve, the need for faster, more efficient communication between browsers and servers has driven the development of modern protocols. HTTP/1.1, introduced in 1997, served the web for nearly two decades. But with increasing demand for speed, efficiency, and performance, HTTP/2 emerged as a much-needed upgrade. Let’s explore the major differences between these two protocols in a clear, visual, and easy-to-understand way. HTTP/1.1 is a text-based protocol that works on a request-response model. While it has served its purpose for years, it has several limitations: Sequential Requests: Only one request is allowed per TCP connection at a time, leading to blocking. Multiple Connections: To fetch multiple resources, browsers open multiple TCP connections, which increases …  ( 3 min )
    Understanding Cookie Management Issues in TypeScript
    Setting cookies in TypeScript can often lead to unexpected behavior, especially when different methods are applied. If you've been trying to set cookies but have faced inconsistencies or errors, you're not alone. In this article, we will explore two common approaches to setting cookies in TypeScript and discuss why you're encountering issues with these methods. Why Are You Facing Issues with Setting Cookies? Cookies are small pieces of data stored by a web browser that can be used for various purposes, including session management, user preferences, and tracking. However, when working with the document.cookie property in TypeScript, several nuances may lead to confusion. The Basics of Document.cookie The document.cookie API allows you to create, read, and delete cookies. Each cookie is typ…  ( 4 min )
    AI Innovation...Limitations?
    I have this idea for a web-based music app, basically an in-browser DAW. The question of whether or not "AI is Creative" is somewhat unknowable, but I think there are certain sort of mathematical / combinatorial observations one can make about innovation. The Library of Babel is a short story by Jorge Luis Borges that presents a universe in the form of a vast library containing all possible books of a certain format. The library contains every possible arrangement of letters, spaces, and punctuation marks, meaning it holds not just every book ever written, but every book that could ever be written - including all possible variations with typos, nonsense, and meaningless combinations of characters. The library is described as having an infinite number of hexagonal rooms, each containing f…  ( 4 min )
    🕵️‍♂️ Unlock Hidden Job Opportunities with Google Dorking: The Job Hunter’s Secret Weapon (Part 1)
    💡 Ever felt like you're only scratching the surface of the internet while job hunting? Welcome to the world of Google Dorking—a secret technique used by hackers, researchers, and now, job seekers. **🌐 What Is Google Dorking? Instead of relying only on job boards like LinkedIn or Indeed, Google Dorking lets you dive into: Company websites. 🧠 Why Should Job Hunters Care? 🔧 Basic Google Dork Commands to Get You Started site:– Limit your search to a specific website. site:linkedin.com "we are hiring" intitle: – Search for keywords in the page title. intitle:"job openings" inurl: – Search for specific words in the URL. inurl:"careers" filetype: – Find specific file formats like PDFs or DOCX. filetype:pdf "job description" " " – Use quotes to search for an exact phrase. "we are hiring" AND, OR – Combine or expand search results "job opening" AND "remote" "internship" OR "summer program" 📌 Example Dorks to Try site:nasa.gov intitle:"careers" filetype:pdf "job openings" site:.edu intitle:"internship program" "remote developer job" AND site:weworkremotely.com 🚨 A Quick Word on Ethics 🧭 What’s Next? 🗣️ Join the Conversation Have you tried Google Dorking before? Drop your favorite dork or success story in the comments. Let's build a job-hacking toolkit together 💼  ( 4 min )
    Loved the real-world insights on how data mining works when done right.
    TDZ Pro’s Hidden Growth Weapon: Why a Customized CRM and Data Mining Team Beats Automation Every Time Marcus ・ May 15 #crm #sales #datamining #startup  ( 2 min )
    How to Deploy PostgreSQL on Kubernetes
    PostgreSQL is a powerful, open-source relational database management system (RDBMS) known for its reliability and robust feature set, including streaming replication, logical replication, and failover solutions. Deploying PostgreSQL on Kubernetes enhances its resilience, enabling organizations to minimize downtime and ensure data availability. This tutorial walks you through two approaches to deploying PostgreSQL on Kubernetes: Using a Helm Chart (for quick and automated deployment) Manual Deployment with StatefulSets (for more control and customization) What You’ll Learn ✅ Setting up a Kubernetes cluster (cloud or local) Why Deploy PostgreSQL on Kubernetes? High Availability: Kubernetes ensures PostgreSQL remains accessible even during pod failures. Scalability: Easily adjust replica counts to handle increased workloads. Automation: Helm simplifies complex deployments with reusable templates. Data Persistence: PVCs and PVs prevent data loss when pods restart. Read the full tutorial here https://bit.ly/3SBolwL  ( 3 min )
    ICTC 2025: A Developer's Perspective on the Future of Competitive Crypto Trading
    On May 9–10, WhiteBIT hosted the first-ever International Crypto Trading Cup (ICTC 2025)—a live-streamed global event positioning crypto trading within a competitive, real-time framework reminiscent of esports. From a technical and developmental perspective, ICTC marked a shift: crypto trading is evolving into a spectator-based model, requiring low-latency infrastructure, robust user interfaces, and fail-safe execution environments to handle high-volume, high-stakes operations live. ICTC 2025 hosted: 8 elite crypto traders on stage in real-time competition 12 total hours of live trading, with 269 trades executed 33 squad-based teams and ~3,000 participants worldwide Top squad sizes: 369 and 298 members The infrastructure had to support both professional-grade trading and a public-facing,…  ( 4 min )
    TDZ Pro is clearly operating on a different level with this strategy.
    TDZ Pro’s Hidden Growth Weapon: Why a Customized CRM and Data Mining Team Beats Automation Every Time Marcus ・ May 15 #crm #sales #datamining #startup  ( 2 min )
    Query MongoDB Like a Human with ScoutDB
    🗥️ So I was casually doomscrolling X (yes, again)... when I stumbled upon a post by DEV Community that made my brain short-circuit: ✨ “ScoutDB turns plain English into MongoDB queries.” Wait, what?! You've got the data questions, but not always the query-fu: "Find all users who joined after Jan 2023 and liked more than 5 posts" Normally, you'd need to hand-craft some MongoDB incantation like: db.users.aggregate([ { $match: { joinDate: { $gte: ISODate("2023-01-01") }, likes: { $gt: 5 } } } ]) But what if you could skip the syntax pain? ScoutDB is like having a friendly AI that: ✅ Understands what you're trying to ask in English explore like a boss You type: Show me all posts with more than 100 likes created in the last 30 days ScoutDB replies with: db.posts.find({ likes: { $gt: 100 }, createdAt: { $gte: new Date(Date.now() - 30*24*60*60*1000) } }) Then maps the results and relationships for you in a visual explorer. No more $lookup headaches. No more crying in JSON. Saw this post by @ThePracticalDev on X 👇 (I swear MongoDB and ScoutDB logos look like they just agreed to rescue all devs from query hell) 🗣️ English → MongoDB query? ✅ 🧠 Auto-maps your schema? ✅ 🎨 Visual canvas for data exploration? ✅ 🧣 Found it while doomscrolling Twitter? BIG ✅ 🧵 Original Post from DEV Community 💬 So, are you still writing $match manually or are you letting ScoutDB take the wheel? Tell me below 👇  ( 3 min )
    Elm’s Type Inference: Crafting Sound Code with Friendly Compiler
    Elm’s type system lets you write clear, correct code without the clutter of explicit type annotations. Its friendly compiler not only infers types automatically but also provides helpful error messages that guide you toward writing sound code. In this post, we'll explore practical examples that highlight how Elm’s type inference and compiler feedback enhance code correctness and simplify your development experience. When coding in Elm, the compiler deduces the types of values based on their usage. This lets you focus on application logic rather than on managing repetitive type declarations. Consider a simple arithmetic function: square x = x * x Since the multiplication operator (*) applies only to numbers, Elm infers that x must be a number. No extra annotations are needed, keeping y…  ( 5 min )
    How to automate email verification with Selenium
    When people create new accounts, it’s normal for you to need a way of contacting them with onboarding information, billing alerts, and more. That’s why having the right email address is so important. However, what if they made a typo when providing the email address? Or they simply want to create an account without any real interest in using the service as intended? In either case you’ll want to verify that they can access the email address they’ve given you. The simplest approach adopted by most is to send a unique link in an email to that address, and have a user click on that link to verify their account. It’s simple, but it works. But how can you test this kind of workflow with Selenium? Why can’t Selenium test this already? While Selenium is an extremely capable tool for testing web c…  ( 4 min )
    Web Development Week 3
    05.05.2025 Monday Tutorials Udemy Course : HTML & CSS https://www.udemy.com/course/understanding-html-and-css/ Resources FrontendMentor Challenge : order-summary-component challenge https://github.com/UPinar/frontend_mentor/tree/main/order-summary-component FrontendMentor Challenge : profile-card-component challenge https://github.com/UPinar/frontend_mentor/tree/main/profile-card-component 06.05.2025 Tuesday Tutorials Udemy Course : HTML & CSS https://www.udemy.com/course/understanding-html-and-css/ Resources FrontendMentor Challenge : social-proof-section challenge https://github.com/UPinar/frontend_mentor/tree/main/social-proof-section Placeholder image website https://picsum.photos/ 07.05.2025 Wednesday Tutorials Udemy Course : HTML & CSS https://www.udemy.com/course/understanding-html-and-css/ Youtube Tutorial : JS Dom Manipulation https://youtu.be/5fb2aPlgoys?si=nfed8WtxKN7zqS_j Resources FrontendMentor Challenge : huddle-landing-page-with-single-introductory-section challenge https://github.com/UPinar/frontend_mentor/tree/main/huddle-landing-page-with-single-introductory-section 08.05.2025 Thursday Resources FrontendMentor Challenge : browser-extensions-manager-ui challenge https://github.com/UPinar/frontend_mentor/tree/main/browser-extensions-manager-ui 09.05.2025 Friday Resources FrontendMentor Challenge : character-counter challenge https://github.com/UPinar/frontend_mentor/tree/main/character-counter 10.05.2025 Saturday Resources FrontendMentor Challenge : character-counter challenge https://github.com/UPinar/frontend_mentor/tree/main/character-counter 11.05.2025 Sunday Tutorials Udemy Course : Javascript: Understanding the Wierd Parts https://www.udemy.com/course/understand-javascript/  ( 3 min )
    Vibe coders or new coder advice: Scope of work
    Yes, this was written with the help of AI, but hear me out! Most tutorials and videos miss this detail, which is the right scope of work in the context of an AI coding tool (like Cursor, etc.). They might say, "keep it short," but what exactly is that? We've all been in a place where we go down a rabbit hole for hours and lose track. This article will help you get that under control! When you're working with AI in a chat window—like building a new feature in a SaaS multi-tenant app—it’s easy to get lost in the weeds. Should you build the whole thing at once? Go step by step? Here's a practical way to scope your work, avoid rabbit holes, and get the most out of your AI assistant. Break the feature into clear, atomic units of work that: Are easy to explain in a paragraph or less Produce a m…  ( 5 min )
    Diary of an Elm Developer
    Every morning I gift myself 90 mins to work on anything I desire. Sometimes I read interesting books (1, 2, 3, 4), other times I learn new skills (5, 6) but most times I work on programming projects. For a long time now those programming projects have been Elm related. What can I say? I simply enjoy using Elm. I've tried to share my knowledge along the way by taking the time to reflect on what I've done and by writing about it from my perspective. On many occasions I just shared the work and put off sharing my thoughts about the work for so long that it became a chore to write about it. Reflecting and writing about my programming selfishly helps me improve my software development skills. Writing in public forces me to think more deeply about what I'm doing and why I'm doing it such that it gives me a richer understanding of my craft. A positive side effect is that what I share could also potentially help others. Though, I try to temper my hubris and not fool myself into thinking that random people on the internet actually care about what I have to say. Given that I sometimes don't share and write about my work as often as I'd like and that I think sharing and writing about my work helps myself and others, I've decided to start a new series on this blog called "Diary of an Elm Developer". It's a way for me to give myself permission to share more frequently about my Elm related excursions in an open and freer format. I'm feeling excited about this new series. Stay tuned! If you're interested in improving your skills with Elm then I invite you to subscribe to my newsletter, Elm with Dwayne. To learn more about it, please read this announcement.  ( 3 min )
    How to Fix 'iconv: illegal input sequence' Error in Bash
    When working with file encoding conversions in Bash, you may encounter errors such as 'iconv: illegal input sequence'. This error often occurs during the encoding of files that contain unexpected byte sequences not conforming to the specified encoding format. In this article, we will discuss how to download files, unzip them, retrieve their file types and encoding formats, and convert them to UTF-8 safely. Introduction If you're looking for an efficient way to handle file downloads and encoding in Bash, you've come to the right place. The script you’re using is designed to download ZIP files, extract them, and convert their contents to UTF-8. However, issues like the 'illegal input sequence' error can derail automation efforts. Let's break down your task step-by-step, ensuring that all fil…  ( 4 min )
    5 Lessons from Neurology That Make Me a Better Software Engineer
    Hello DEV community 👋 My name is Alireza Minagar, and I come from a rather unique background — as a neurologist, researcher, and now a software engineering student. After years of diagnosing complex neurological conditions, I’ve begun exploring how artificial intelligence and software can revolutionize healthcare. Surprisingly, many skills from my medical background translate directly into programming. Here are 5 lessons from neurology that shape how I now think about software engineering: In medicine, we never treat a symptom without understanding its root cause. Debugging works the same way — don’t guess. Investigate. Analyzing EEGs or MRIs is about spotting patterns. Writing efficient code or identifying logical bugs requires the same cognitive muscle. Whether prescribing medication or defining logic in code, tiny errors can lead to serious consequences. Precision builds trust — in both healthcare and software. Medical professionals live by notes. In code, comments, READMEs, and clear commit messages keep everything healthy and maintainable. In both medicine and tech, decisions have real consequences. Transparent, explainable algorithms are just as vital as informed consent. I’m currently learning Python, full-stack engineering, and bioinformatics with the goal of contributing to healthcare-focused AI solutions. Let’s build a world where medical insight and machine logic support — not replace — human care. — Alireza Minagar, MD, MBA, MS LinkedIn: linkedin.com/in/alirezaminagar Medium: medium.com/@aminagar_38889  ( 3 min )
    5 INCREDIBLE new features in Symfony 7.3 🚀
    Symfony 7.3 is packed with powerful enhancements to boost your development experience. Here's a quick overview: Say goodbye to repetitive mapping code! The new ObjectMapper component simplifies data transfer between objects, such as mapping DTOs to entities, reducing boilerplate and potential errors. // when creating a new object from another one $user = $mapper->map($dto, User::class); // when updating an existing object with another one $mapper->map($dto, $user); Debugging access control just got easier. Security voters can now provide detailed reasons for their decisions, which are displayed in the Symfony profiler and logs, aiding in understanding authorization outcomes. namespace App\Security\Voter; use Symfony\Component\Security\Core\Authentication\Token\TokenInterface; use Symfon…  ( 4 min )
    Edited the article a bit
    Class Free Object Oriented JS KooiInc ・ May 14 #javascript #classfreeobjectoriented #revealingmodulepattern #programming  ( 2 min )
    You're slicing your architecture wrong!
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    Valve takes another step toward making SteamOS a true Windows competitor
    Valve takes another step toward making SteamOS a true Windows competitor - Ars Technica Valve continues to plan for a SteamOS future that goes beyond the Steam Deck. arstechnica.com  ( 2 min )
    small thought: Developer Ethics may be a bridge to work with AI tools
    Last year, I intensely started using AI (LLM) tools and caught a terrible wave of sadness and melancholy after 5–6 months of use. For me, the most difficult thing wasn’t that an LLM could write code in general, but the realization that, in fact, it’s not that important. A much more significant abstract question arose: why even write it if everything could change so quickly tomorrow that you wouldn’t even blink? After feeling down and literally being sick of it, and wandering through bookstores, I stumbled upon an interesting book — “The Art of Excellent Products: Enchanting Customers with Premium Brand Experiences” by Riccardo Illy. And this book resonated so deeply that I understood how to resolve (for the time being) the moral dilemma with AI code, when you don’t write the code yourself,…  ( 4 min )
    Sony considers further price rises, as it braces for £500m tariffs impact
    Sony’s eyeing another round of PS5 price hikes after warning that new US tariffs could hit it to the tune of roughly ¥100 billion (£513 million). Despite sitting on three months’ worth of US stock, the console maker is “evaluating” whether to pass those extra costs on to gamers. It’s already bumped the digital PS5 up by £40/€50 across the UK, Europe, Australia and New Zealand this spring, on top of previous—and even steeper—price rises in Japan. To dodge ongoing tariff roulette, Sony exec Hiroki Totoki said shifting some PS5 production to the US “needs to be considered going forward” as an “efficient strategy.” No US price hikes have landed yet, even as rivals like Microsoft and Nintendo tweak their own hardware costs in response to the same trade tangle.  ( 3 min )
    DOOM The Dark Ages on Steam Deck is a "nightmare" even at "low-quality" and in linear levels
    TL;DR: Doom The Dark Ages might be a blast on PC and consoles, but on Steam Deck it’s straight-up “nightmare” territory. Even with XeSS Quality set to low and resolution cranked down to 1280×720 (and later 960×540), SteamDeckHQ could barely eke out 30 FPS in open areas—and those dips into the mid-20s make everything blurry, pixelated and generally unplayable. If you’re eyeing the Deck as your go-to, steer clear—for now at least. Patches might improve performance down the line, but there’s no guarantee. If you want demon-slaying glory without constant frame-rate faceplants, stick to PC, PS5 or Xbox Series X/S.  ( 3 min )
    Another GTA 6 delay could happen as respected insider says there’s “no guarantee” for a May 2026 release
    After getting bumped from late 2025 to May 26, 2026, GTA 6 still isn’t locked in—Bloomberg insider Jason Schreier warns there’s “no guarantee” Rockstar will hit that window. The first delay already sent panic through the industry, with other developers shifting their own launches to dodge the Grand Theft Auto onslaught. While a second slip hasn’t been announced, rival studios and especially PC players are bracing for more slippage—meaning even when consoles finally get the game, the PC port could be pushed way further down the road.  ( 3 min )
    The Voice Of Master Chief Asks Halo Fans To Stand Up For Voice Actors On Strike.
    TL;DR: Steve Downes, the legendary voice of Master Chief, is rallying Halo fans to back the 10-month-long SAG-AFTRA video game voice actors strike. The crux of the dispute? AI voice replication—actors want control over if and how their voices are used, not a blanket ban on AI. Downes (joined by Cortana’s Jen Taylor and veteran Jennifer Hale) stresses, “We’re not against AI, just its misuse,” and urges gamers to make some noise until the “Last, Best, and Final” offer on the table addresses those AI concerns. After other issues found middle ground, this remains the sticking point that could make or break a deal.  ( 3 min )
    Meta is paying freelancers to record their smiles, movements, and small talk - data to train Codec Avatars
    Meta’s new gig: get paid to smile, squat, and chat Meta has quietly kicked off “Project Warhol,” a data-collection effort run through Appen, that pays participants $50 an hour to record facial expressions, body movements (think squats), and even small talk. The goal? To supercharge the realism of its VR avatars for the metaverse—and ultimately make everyone’s digital doppelgänger a lot less robotic. Why now? A make-or-break 2025 for Reality Labs Reality Labs has bled about $60 billion since 2020, and Meta’s calling 2025 its most critical year for VR, avatars, and AI wearables. By crowdsourcing human data, Zuckerberg hopes to finally level up Meta’s metaverse cred and turn those once-mocked cartoon avatars into something you’d actually want hanging out with.  ( 3 min )
    Meet AlphaEvolve, the Google AI that writes its own code—and just saved millions in computing costs
    TL;DR: Google DeepMind’s new AI agent, AlphaEvolve, teams up with Gemini LLMs and an evolutionary test-and-refine loop to invent entire computer algorithms—and it’s already live inside Google’s infrastructure. It’s boosted Borg cluster efficiency by 0.7%, trimmed bits off TPU circuits, and even sped up Gemini model training kernels by 23% (cutting overall training time 1%), all while churning out human-readable code. But AlphaEvolve isn’t just optimizing data centers—it’s smashing math records. Using its gradient-based evolution, it beat Strassen’s 56-year-old 4×4 matrix-multiply record, improved 14 algorithms, and tackled 50+ open problems (nailing or improving 75% of them), including setting a new 11-dimensional “kissing number” high score. With its plug-and-play approach, DeepMind hopes to spin out breakthroughs in material science, drug discovery, and beyond.  ( 3 min )
    How to Create Circle and Semi-Circle Progress Indicators in Flutter?
    Introduction Creating visually appealing progress indicators is crucial for enhancing user experience in Flutter applications. If you're looking to implement circle or semi-circle progress diagrams, you're in luck! In this article, we'll explore various solutions for integrating these indicators into your Flutter app seamlessly, including using packages and custom code. Why Use Circular Progress Indicators? Circular progress indicators are an excellent way to showcase loading states or progress in a visually engaging manner. They can represent data intuitively, whether for displaying the completion of a task or indicating the loading status of your application. Users often find circular designs more appealing compared to traditional linear progress bars due to their circular symmetry and e…  ( 5 min )
    ICTC 2025: Building Infrastructure for Competitive Crypto Trading
    On May 9–10, 2025, Europe’s largest cryptocurrency exchange by traffic, WhiteBIT, hosted the inaugural International Crypto Trading Cup (ICTC). This marked a pivotal moment in positioning cryptocurrency trading not only as a financial activity, but also as a competitive discipline with the potential to evolve into an industry-standard spectator event. The tournament brought together eight elite crypto traders for 12 hours of live competitive trading. Participants executed 269 trades on stage in real time. An additional 33 trading squads and approximately 3,000 individual global participants joined the broader competition. The live-streamed event offered a unique opportunity to observe professional-grade intraday trading strategies, position sizing under stress, and high-frequency decision-…  ( 4 min )
    TIC_TAC_TOE
    Excited to share my latest coding project: a classic Tic-Tac-Toe game built from scratch using HTML, CSS, and JavaScript! 🎉 This was a great learning experience in DOM manipulation, event handling, and game logic. Check out the quick demo and feel free to explore the code on GitHub: https://tic-tac-toe-game-eight-nu.vercel.app/ Any feedback is welcome! 😊 #javascript #html #css #webdevelopment #coding #beginnnerdeveloper #github #tictactoe  ( 2 min )
    OCR for Historical Documents and Unusual Fonts
    OCR for Historical Documents and Unusual Fonts Historical documents and materials with unusual typography present unique challenges for Optical Character Recognition (OCR) technology. From centuries-old manuscripts with faded ink to documents printed in decorative or specialised fonts, standard OCR approaches often struggle with these non-standard materials. However, with specialised techniques and careful processing, even the most challenging historical documents can be successfully digitised and made searchable. This comprehensive guide explores the challenges, techniques, and best practices for applying OCR to historical documents and materials with unusual typography, helping you unlock the valuable information contained in these unique resources. Before diving into specific techniqu…  ( 9 min )
    RSA Conference 2025: How Agentic AI Is Redefining Trust, Identity, and Access at Scale
    There is a good chance that when you hear "San Francisco," you immediately think of cable cars. These moving national landmarks have been continually operating since 1873. This technology relies on tracks and a robust underlying cable technology, mostly hidden away from the public eye. This made SF the perfect backdrop for conversations about a modern technology that needs tracks and guardrails: agentic AI.  If there was a common thread among the conversations at this year's RSA Conference, it was the emergence of agentic AI as an operational "colleague," not just a tool. This path poses a lot of questions for trust, governance, and identity in security. We are no longer merely integrating AI; we're now onboarding it. Here are just a few takeaways from this year's edition of the largest se…  ( 9 min )
    [Boost]
    Speed Up Your CI/CD: ARM 64 Runners for GitHub Actions Andrea Liliana Griffiths for GitHub ・ May 15 #programming #githubactions #cicd #devops  ( 2 min )
    Healthy Developer: How Sleep Enhances Your Well-being
    개발자에게 있어서 밤샘 코딩이나 오랜 집중은 일상이지만, 수면의 질은 작업의 질을 좌우하는 핵심 요소입니다. 😴 수면이 부족할 때 일어나는 변화 감정 기복 신체 회복력 저하 💡 수면 최적화를 위한 팁 매일 같은 시간에 자고 일어나기 카페인 섭취 시간 조절하기 (오후 2시 이후 금지) 💪 수면이 충분하면 얻는 효과 감정 안정 면역력 증대 👉 건강 관련 정보와 자료를 모아둔 링크 보기 Check this collection of related resources on maintaining health through routines.  ( 3 min )
    When the 199,999th COBOL Expert Leaves, Will Your Systems Survive?
    A programming language older than email, older than the internet, and definitely older than most of us writing code today – is still running your bank! Yep, I’m talking about COBOL. It’s been around since 1959, and somehow, it’s still quietly powering over $3 trillion in daily commerce. In fact, it handles 95% of ATM transactions and supports nearly half of the world’s banking systems. The simple answer is : Because it works. And it’s been working for decades. It’s embedded in banking, insurance, government systems – you name it. 200,000 COBOL experts are on the verge of retirement this year, and as per Gartner, almost 70% of enterprises don’t train new devs in COBOL anymore. We’re heading for a major skills gap, and its consequences are in the foreseeable future. Well, things get messy. …  ( 5 min )
    Golang - How to do Benchmarking
    Performance matters — especially when dealing with large-scale systems or performance-critical code. Go (Golang) provides first-class support for benchmarking via the testing package. This article walks you through the fundamentals of benchmarking in Go: what it is, why it's important, and how to run benchmarks to compare multiple functions. Benchmarking is the process of measuring how efficiently a piece of code executes. In Go, this typically involves determining how long a function takes to run, how many resources it uses, or how well it scales under load. Benchmarking is different from testing — it doesn’t check if your code is correct but it checks how well it performs. Benchmarking is useful when you want to: Compare different implementations of the same logic (e.g., using + vs strin…  ( 4 min )
    Building a Real-Time Market Data Aggregator with Kafka and MongoDB
    It starts the same way every time: an RSS feed, a CSV dump, a dashboard wired together with hope and duct tape. Maybe the data’s late. Maybe the moving average lags just enough to miss the signal. Or maybe it’s just another system straining under the weight of “real-time” without the architecture to back it up. In this tutorial, we’ll build something better. Using Spring Kafka, we’ll stream simulated live stock data into a Kafka topic. From there, Kafka Streams will compute the Relative Strength Index (RSI) on the fly, and we’ll persist it to MongoDB using Spring Data MongoDB. On the historical side, we’ll use MongoDB’s aggregation framework to calculate and analyze simple and exponential moving averages (SMA and EMA) using the MongoDB aggregation pipeline—no third-party data warehouse req…  ( 24 min )
    🚀 Building Observable gRPC Streaming Services with GoFr: A Step-by-Step Guide
    If you've ever built real-time systems with gRPC streaming, you know how challenging it can be to monitor long-lived connections. Today, I'll show you how to add full observability (logs, metrics, traces) to your gRPC streams using GoFr – with almost zero manual instrumentation! gRPC streaming enables powerful patterns: 📡 Real-time dashboards 📈 Live data pipelines 🤖 Chatbots and multiplayer games But without proper observability: ❌ You're blind to failing streams ❌ Can't track message throughput ❌ Hard to debug cross-service issues GoFr solves this with automatic instrumentation for streaming endpoints! A chat service demonstrating all 3 streaming types: Server Streaming: Push notifications Client Streaming: Batch processing Bidirectional: Real-time chat With built-in: ✅ Structured Log…  ( 5 min )
    The Evolution of Information Sharing Through the Internet
    현대 사회에서 '정보'는 가장 강력한 무기가 되었습니다. 개발자들이나 IT 종사자뿐 아니라, 일반 사용자에게도 '정확한 정보에 얼마나 빠르게 접근할 수 있는가'는 매우 중요하죠. 📊 정보의 분산, 그리고 다시 모으는 노력 그렇기 때문에 정보를 모아 정리해 보여주는 주소 모음 플랫폼이 다시 주목받고 있습니다. 👉 여러 정보를 한눈에! 유용한 링크를 모아둔 플랫폼 보기 이러한 서비스는 개발자 커뮤니티 안에서도, 자신만의 툴 모음이나 프로젝트 아카이브를 만들 때 매우 유용하게 사용될 수 있습니다. Such tools are also great for developers creating curated collections of tools, project archives, or documentation references.  ( 3 min )
    Speed Up Your CI/CD: ARM 64 Runners for GitHub Actions
    Hey dev.to community! 👋🏽 I'm Andrea Griffiths, Senior Developer Advocate at GitHub, and I'm excited to share our latest GitHub Checkout episode: Build & deploy across multi-architecture FASTER with ARM 64 Runners. If you're using GitHub Actions for your CI/CD pipelines, this is a massive improvement for handling multi-architecture development. GitHub has expanded runner infrastructure to include Arm64 support, enabling faster, more efficient workflows across diverse architectures. This is especially crucial if you're building applications for: Cloud environments Edge computing IoT devices Machine learning workloads In this GitHub Checkout video featuring Product Manager Larissa Fortuna, you'll discover: How Arm64 runners for GitHub Actions are transforming development workflows The signi…  ( 3 min )
    Introduction to Azure: Core architectural components
    The core architectural components of Azure are the fundamental building blocks used to design and deploy scalable, secure, and efficient cloud solutions. Here’s a concise breakdown: Compute Provides processing power for running applications and workloads. Virtual Machines (VMs): Infrastructure as a Service (IaaS) – full control over OS and compute resources. App Services: Platform as a Service (PaaS) – host web apps and APIs. Azure Kubernetes Service (AKS): Orchestrates containers. Azure Functions: Serverless compute for lightweight event-driven code. Container Instances: Easily run Docker containers without orchestration. - Networking Enables connectivity, routing, and security. Virtual Network (VNet): Secure network boundary within Azure. Subnets: Break VNets into smaller…  ( 4 min )
    Integração Correios para Rastreamento de Entregas: Arquitetura Escalável com NestJS e Kafka
    Introdução Nos sistemas de e-commerce e da logística, rastrear o status de entregas é essencial para garantir transparência e agilidade no atendimento ao cliente. Automatizar esse processo com integração direta aos Correios é um desafio que envolve lidar com APIs externas, mapeamento de status inconsistentes e atualização em tempo real. Neste artigo, vamos apresentar uma abordagem completa para orquestração de rastreamento de pedidos usando NestJS, aplicando os princípios de Clean Architecture, testes unitários robustos e integração com mensageria (Kafka). A solução gira em torno do caso de uso TrackingOrderStatusService, responsável por: Consultar configurações de contas com rastreamento ativo; Buscar os pedidos com status finalizados que devem ser atualizados; Integrar com a API dos Co…  ( 6 min )
    Managing Packages and Updates in Linux Efficiently
    Table of Contents Why Package Management Is a Big Deal Mastering the Basics: Update, Upgrade, Clean Going Pro: Advanced Techniques Automation: Let the System Do the Work Troubleshooting Like a Pro Security and Hygiene: Stay Lean, Stay Safe Wrapping Up Managing packages and updates isn’t just “admin work”-it’s the backbone of a stable, secure Linux environment. Every package you install is a potential entry point for bugs or vulnerabilities. Updates are your first line of defence, patching holes and keeping your system humming along. Ignore them, and you’re rolling out the red carpet for trouble Every distro has its own flavour of package manager (APT, DNF, Pacman, etc.), but the fundamentals are the same: Update your package list: Keeps your system aware of the …  ( 4 min )
    Self-Education by AI
    While studying for AWS Certified Cloud Practitioner, I started with the AWS Skill Builder, completed the Cloud Practitioner Essentials and Technical Essentials courses, and took the official practice tests. I also looked for some other free tests on the web, but results were mixed, often limited by paywalls and generally uninspiring. It's not news that LLMs can be used for self-education, but I wondered how good they would be at providing a multi-choice quiz? The line up for this battle of champions, in alphabetical order: ChatGPT Claude Copilot Gemini Perplexity These competitors were chosen by a combination of fame, appearances in the news and referrals at work. Five seemed like a nice round number. Let's start with a simple prompt, and see how they do: Simulate a multiple choice test on…  ( 5 min )
    Demystifying RAG 🔍: Retrieval-Augmented Generation Explained
    The term RAG (Retrieval-Augmented Generation) refers to a hybrid AI framework that combines information retrieval (like Googling) with large language models (LLMs) to deliver accurate, context-aware answers. Unlike traditional LLMs that generate responses based solely on pre-trained knowledge, RAG grounds its answers in real-time, external data, minimizing errors and hallucinations. Why RAG Matters LLMs like GPT-4 excel at generating text but face limitations: Static knowledge: They can’t access up-to-date or domain-specific data. Hallucinations: They may invent plausible-sounding but incorrect facts. RAG solves this by dynamically retrieving relevant information before generating a response, ensuring answers are factual, current, and contextually grounded. How RAG Works: A 2-Phase Proc…  ( 4 min )
    Over the air (OTA) update using Revopush in react native
    In this article, we will learn what is over the air updates and how to configure and use over the air updates feature in react native app. An OTA (Over-The-Air) update refers to the process of delivering and applying updates to your React Native application directly to users’ devices without requiring them to go through the traditional app store update process (i.e., Google Play Store or Apple App Store). Instead of bundling all your JavaScript, assets (like images and fonts), and potentially native code into a new app binary that needs to be submitted, reviewed, and then downloaded by users from the app stores, an OTA update allows you to push changes to these elements directly to the installed app 1-Installation For NPM npm i @revopush/react-native-code-push For Yarn yarn add @revopush…  ( 5 min )
    Unveiling Open Hardware License: A Comprehensive Exploration of Open Source Hardware Licensing, Applications, and Future Trends
    Abstract This post offers an in-depth exploration of the Open Hardware License—a legal framework designed to promote transparency, collaboration, and fairness in hardware innovation. We delve into its unique background, core features, real-world applications, and challenges, while comparing it with other popular open source licenses. Along the way, practical examples, technical insights, tables, and bullet lists are provided. We also offer a future outlook on emerging trends such as blockchain integration and dual licensing approaches. Learn more about these concepts by visiting the Original Article. The world of open source has long been dominated by software licenses, but hardware innovation demands its own legal frameworks. The Open Hardware License is one such framework, aimed at pro…  ( 7 min )
    How to Manage State with Flutter Bloc and Cubit for Todos?
    Introduction Managing state in Flutter applications can sometimes be challenging, especially when you're dealing with complex state changes like creating, updating, or deleting records. In your case, while using Flutter Bloc and Cubit for managing a list of todos, you've encountered an issue with your todos not reloading after creating, updating, or deleting items. Let's dive into understanding the problem and exploring clean approaches to managing these state effects so you can enhance your app's performance and user experience. Understanding the State Management Issue In your implementation, you have created a set of states to manage the lifecycle of your todos, including initial states, loading states, and different success and error states for various actions. The key states are: TodoI…  ( 5 min )
    How to Prevent Email Spoofing with DMARC: A Comprehensive Guide
    Email spoofing remains one of the most prevalent cybersecurity threats organisations face today. When attackers successfully impersonate your email domain, they can damage your brand reputation, compromise sensitive information, and defraud your customers and partners. DMARC (Domain-based Message Authentication, Reporting, and Conformance) provides a powerful solution to combat these threats. This article explains how DMARC works, its benefits, and how to implement it effectively, including the emerging VMC (Verified Mark Certificate) technology. Email spoofing occurs when attackers forge the sender's address to make it appear as though an email originated from a legitimate source. This technique is commonly used in: Phishing attacks Business Email Compromise (BEC) scams Malware distribut…  ( 6 min )
    Google A2A RAG with Spring, Java, and MongoDB Atlas
    This project demonstrates how to build a powerful Retrieval-Augmented Generation (RAG) search application that integrates Google's Agent-to-Agent (A2A) protocol with Spring Boot and MongoDB Atlas. The system enables intelligent task management and semantic search capabilities through vector embeddings. Code for the project is here As AI systems move beyond isolated capabilities toward collaborative, autonomous behavior, the convergence of Agent-to-Agent (A2A) protocols with Retrieval-Augmented Generation (RAG) is laying the foundation for a new class of intelligent applications. These systems can not only understand user intent semantically but also delegate, recall, and refine tasks through coordinated agent interactions. The inclusion of vector databases like MongoDB Atlas makes this i…  ( 4 min )
    Mastering Regular Expressions in Linux: A Simple Guide for Beginners
    Table of Contents Introduction Why Are Regular Expressions Useful? 1. Searching for Text in Files 2. Replacing Text in a File 3. Extracting Specific Data 4. Filtering Lines Based on Specific Rules Basic Regex Patterns to Know Final Thoughts Regular expressions (often called "regex") are like a secret weapon for handling text efficiently in Linux. Whether you're searching through files, cleaning up data, or automating repetitive tasks, understanding regex can save you tons of time. Don’t worry it might seem tricky at first, but once you get the hang of it, you’ll wonder how you ever lived without it! Why Are Regular Expressions Useful? In Linux, everything revolves around text—logs, configuration files, command outputs. Regular expressions allow you to: Search for specific patterns…  ( 4 min )
    Understanding the enterkeyhint Attribute in HTML: Enhancing Virtual Keyboard UX
    Learn how the enterkeyhint attribute customizes the Enter key label in virtual keyboards, improving user experience across different input fields. Understanding the "enterkeyhint" Attribute  ( 2 min )
    Visualization Beyond Aesthetics
    In today’s data-driven world, we’re surrounded by slick dashboards, colorful graphs, and eye-catching infographics. Whether you’re scrolling through LinkedIn or sitting in a boardroom, chances are you’ve seen a chart that looks great—but does it actually help you understand the data? Data visualization is often praised for its aesthetic appeal, but effective visualization is about much more than making data look pretty. At its core, it’s about making complex information clear, truthful, and actionable. As Edward Tufte, a pioneer in the field, once said: “Graphical excellence consists of complex ideas communicated with clarity, precision, and efficiency.” — The Visual Display of Quantitative Information Let’s dive into why visualization should go beyond just the aesthetics—and how designer…  ( 5 min )
    The Benefits of Telemedicine: How It Helps?
    The healthcare landscape has undergone significant changes in recent years, particularly in the way patients access and engage with care. Among the most impactful developments is telemedicine, a technology-driven approach that allows patients to access medical care remotely. Telemedicine, which was once seen as a futuristic concept, has now become a vital component of modern healthcare. As more healthcare providers embrace this shift, many are investing in telemedicine app development to create secure, user-friendly platforms that support remote consultations and continuous patient care. So, how exactly does telemedicine help? Let’s dive into the many benefits that make telemedicine a convenience and a necessity in today’s healthcare landscape. A key benefit of telemedicine is its ab…  ( 6 min )
    🎮 Build a Gaming PC in 2025 (Without Sweating in May)
    ⚡ Today’s Deal: Download 7,000+ GitHub Projects from HN — LLMs, SaaS, OpenSource Tools, and more... 🎁 Instant download. One-time price (less than a single coffee). 🧠 Step 0: Accept Your Fate You’ve decided to build your own gaming PC in 2025 instead of buying one off the shelf. Bold move. Welcome to a world of thermal paste, RGB addiction, and YouTube rabbit holes. 🔧✨ Let’s dive into the madness—together. Here’s what you’ll need to build your beast: CPU 🧠 – The brain. Get AMD or Intel, just don’t start a war in the comments. GPU 🎨 – For crispy frames and RTX flex. RAM 🧵 – 16GB is minimum, 32GB is “I multitask like a maniac.” Motherboard 🧩 – Make sure it fits your CPU. They don’t all get along. Storage 💾 – SSD = Fast. HDD = “Why is my game loading slower than Skyrim…  ( 6 min )
    How to Start Contributing to Open Source Projects (Even as a Beginner)
    GM Folks So, you’ve just learned how to code or you’re learning and someone says: “You should contribute to open source!” You smile and nod, but deep down, you’re thinking: “Wait... what even IS open source? Relax. Breathe. You don’t need to be a senior developer, a Git wizard, or some kind of keyboard ninja. You can contribute to open source projects even if you're brand new. In fact, it’s one of the best things you can do as a beginner. Let’s break it all down step by step, no jargon, and a little bit of fun along the way. ** What Is Open Source (and Why Should You Care)?** open to everyone. You can see the code, use it for free, suggest improvements, or even help build it. Famous open-source tools you’ve probably heard of: React: for building websites and apps. Python: programming lang…  ( 5 min )
    How to Choose the Right Tech Stack for Your Web App in 2025: A Complete Guide
    Introduction What Is a Tech Stack? A tech stack is the combination of programming languages, frameworks, libraries, and tools used to build a web application. It includes: Frontend (client-side): Technologies that run in the browser (e.g., React, Vue.js) Backend (server-side): Technologies that run on the server (e.g., Node.js, Python, Ruby on Rails) Database: Where your app’s data is stored (e.g., PostgreSQL, MongoDB) DevOps and Hosting: Deployment and infrastructure tools (e.g., Docker, AWS, Vercel) Key Factors to Consider in 2025 ✅ Project Requirements Define your app’s core features. A real-time chat app requires different tech than an e-commerce store or an analytics dashboard. ✅ Scalability ✅ Performance ✅ Development Speed & Community Support ✅ Security Top Tech Stack Combinations for 2025 🔹 MERN Stack MongoDB, Express, React, Node.js Great for dynamic, single-page applications Large community and flexible architecture 🔹 Next.js + Node.js + PostgreSQL Supports server components and edge deployment 🔹 Python + Django + PostgreSQL Popular for enterprise-level applications and SaaS platforms 🔹 Laravel + Vue.js + MySQL Perfect for full-stack PHP development Cloud & DevOps in 2025 Cloud hosting is no longer optional. Choose tools that offer: CI/CD pipelines (GitHub Actions, GitLab CI) Containerization (Docker, Kubernetes) Serverless deployment (Vercel, Netlify, AWS Lambda) Mistakes to Avoid Choosing a stack based only on trends, not suitability Ignoring long-term maintenance and developer availability Over-engineering for a simple MVP Conclusion https://www.inspitetech.com/  ( 4 min )
    Announcing My New Weekly Article Series on System Design!
    First of all, I want to extend a heartfelt thank you for all the support you showed during my successful series of 20 weekly articles on distributed systems, which I completed in March. I will occasionally post articles on distributed systems if I come across topics that should be added. Your engagement and feedback have been incredibly motivating, and I'm excited to announce my next series on Dev.to! Starting this Sunday, I will be launching a new series focused on system design, inspired by the book Righting Software by Juval Löwy. This book is divided into two parts: system design and project design. My series will concentrate on the system design aspect. Weekly Articles: Every Sunday, I will release a new article that delves into various system design techniques and principles. We will dive into the real world examples. Comprehensive Coverage: While the book will serve as a reference, it is not necessary to have it. My articles will cover almost everything you need to know. Practical Insights: You will learn an amazing system design technique that I personally find invaluable. I use it in all my projects, whether they are small or large, professional or personal. Hands on: I will also try to deliver some hands on projects where people following will dive deeper into the concepts. I had the privilege of attending a System Design cohort led by Jeff Doolittle. The insights and knowledge I gained from that experience, combined with my day-to-day work on real-life systems, will be reflected in this series. I am committed to delivering the most valuable content, drawing from both the book and my practical experiences. Stay tuned, and don't forget to follow me to get the latest updates! Thank you once again for your support. Let's embark on this exciting journey of mastering system design together!  ( 3 min )
    Gatekeepers Limit Continuous Delivery’s Benefits
    Having too few people with deployment authority reduces software delivery performance. Developer experience and burnout may have put platform engineering in the spotlight, but focusing on continuous delivery will likely improve developer experience (DevEx) the most at your organization. There is, however, a speed bump ahead for those automating their deployment pipeline: deployment gatekeepers. If you don’t increase the number of people with deployment authority, you’ll miss many of the benefits of continuous delivery. A single deployment gatekeeper will lower your chances of getting a return on your investment within the first 100 days and permanently limit your software delivery performance. So, how does this happen? There is a dramatic shift in your work system once you automate your de…  ( 5 min )
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    Understanding referential equality in React's useEffect Victor Novais ・ Apr 5 '22 #javascript #react #webdev #typescript  ( 2 min )
    How YouTube Might Track “Most Replayed” Parts of a Video — in Ruby on Rails
    Have you ever noticed the spiky graph above the YouTube timeline showing "Most Replayed" sections? In this post, we’ll build a simplified version of that system using Ruby on Rails — to track, store, and visualize which parts of a video are being re-watched the most. We'll use two tables: videos – to store video metadata video_interactions – to log when a user scrubs, replays, or pauses at a specific second videos # db/migrate/20250515120000_create_videos.rb class CreateVideos < ActiveRecord::Migration[7.0] def change create_table :videos do |t| t.string :title t.integer :duration_seconds t.references :uploaded_by, foreign_key: { to_table: :users } t.timestamps end end end video_interactions # db/migrate/20250515120500_create_video_interactio…  ( 4 min )
    How to Get Method Names with Type Parameters in Kotlin?
    In Kotlin, it's convenient to retrieve the names of methods for logging or debugging purposes, especially when leveraging IDE refactoring features. This article addresses the common issue developers encounter when trying to obtain the name of a method that has type parameters, and provides clear solutions for achieving this goal while maintaining code clarity. Understanding the Problem When attempting to retrieve the name of a method using the reference operator (::), developers often succeed with methods that do not have type parameters. The syntax this::foo.name works seamlessly for simple methods. Example of a Basic Method Take a look at the following class that includes a method without type parameters: class A { fun foo() { /* implementation */ } fun bar() { val fooNa…  ( 4 min )
    The SEO Game Has Changed
    If ChatGPT Can't Find You, Do You Even Exist? The rise of AI-powered tools like ChatGPT, Perplexity, and Google's new AI search is reshaping how we think about content discovery. Traditional SEO (Search Engine Optimization) is no longer enough. Today, it's just as important to consider how your content surfaces in AI-generated responses, not just in Google's search results. Being on page two of Google used to be a death sentence. Now, it's worse: if AI tools can't find or quote you, you're invisible. GEO builds on traditional SEO, but the game has changed: Instead of asking "How do I rank on page one?", ask "How do I become a trusted source AI will quote?" SEO focuses on optimizing content for traditional search engines like Google, through keywords, backlinks, metadata, and technical op…  ( 4 min )
    Brand Design for SaaS Startups: Your Ultimate Competitive Advantage
    By Passionates.com - Your Strategic Design Partner As a SaaS founder, you've likely invested countless hours perfecting your product's functionality. Yet despite your innovative technology, potential customers might struggle to distinguish your solution from competitors at first glance. This isn't just a marketing challenge—it's a strategic business problem that directly impacts your conversion rates, customer acquisition costs, and ultimately, your growth trajectory. In this guide specifically for SaaS founders, we'll explore how strategic brand design creates a decisive competitive advantage, transforms complex features into compelling visual narratives, and builds the trust necessary to win enterprise deals—all while managing implementation costs and team adoption. While traditional bra…  ( 9 min )
    New Super Simple Static Web Hosting - EdgeOne Pages Drop
    Hey guys, I found a new free hosting app that looks like tiiny.host, surge.sh, static.app etc. EdgeOne Pages Drop How is this different to tinny.host, surge.sh, static.app etc? Only compare the differences between the free version packages EdgeOne Pages Drop TiinyHost Static.app Active Projects 40 1 1 File Uploads 25 MB 3 MB 50 MB Visitors /mo Almost Unlimited 5000 Unknown Bindwidth /mo Almost Unlimited 5GB Unknown Free Sub-Domain Yes Yes Yes SSL Certificate Yes Yes Yes Storage 5 GB 3 MB 50 MB Custom Domain Yes No No Brand Logo No Yes Yes  ( 3 min )
    How to Pass Array Parameters in JUnit 5 Parameterized Tests?
    When working with JUnit 5's parameterized tests, you might encounter an issue trying to pass an array of strings as a parameter, particularly when using the @CsvSource annotation. Let's address this common problem and provide a step-by-step solution to correctly pass multiple parameters, including an array. Understanding the Parameter Resolution Issue The error you received, ParameterResolutionException, indicates that JUnit is unable to resolve the third parameter in your test method. In your case, this third parameter is meant to be an array of strings. JUnit 5 does not inherently support parsing array types from a CSV source. However, with a little modification, you can achieve the desired functionality. Step-by-Step Solution to Pass Array Parameters To pass an array of strings as a par…  ( 4 min )
    Hit a Wall During Upgrade? This Guide Walks You Through Upgrading DolphinScheduler from 2.0 to 3.0
    Due to project requirements, we needed the data quality module, which offers excellent data quality monitoring capabilities for data warehouses. Therefore, we decided to upgrade from the existing 2.0 version to 3.0 or above. We tested both versions 3.0.1 and 3.1.1 by running identical task scheduling operations such as pausing tasks. In the end, we chose version 3.0.1. Reasons: When testing SQL tasks in 3.1.1, launching hundreds of SQL tasks simultaneously caused errors that prevented many tasks from running properly. After consulting the community experts, it was confirmed to be a bug in DolphinScheduler. Although this issue occasionally appears in 3.0.1 as well, it is much less frequent. Versions above DS 3.0.1 use a newer version of the ZooKeeper dependency. The driver version is 3.8.…  ( 15 min )
    What is chatbot?
    A chatbot (originally chatterbot)[1] is a software application or web interface designed to have textual or spoken conversations.[2][3][4] Modern chatbots are typically online and use generative artificial intelligence systems that are capable of maintaining a conversation with a user in natural language and simulating the way a human would behave as a conversational partner. Such chatbots often use deep learning and natural language processing, but simpler chatbots have existed for decades. Although chatbots have existed since the late 1960s, the field gained widespread attention in the early 2020s due to the popularity of OpenAI's ChatGPT,[5][6] followed by alternatives such as Microsoft's Copilot, DeepSeek and Google's Gemini.[7] Such examples reflect the recent practice of basing such…  ( 3 min )
    The Role of AI in Modernizing Traditional Industries
    Artificial Intelligence (AI) is no longer just a futuristic concept—it is actively reshaping traditional industries, driving efficiency, innovation, and competitive advantage. From manufacturing and healthcare to agriculture and finance, AI-powered solutions are optimizing operations, reducing costs, and unlocking new possibilities. While some industries have rapidly embraced AI, others are still navigating the best ways to integrate these technologies. This blog explores how AI is modernizing legacy sectors, the key technologies driving this change, and the broader economic and societal implications. For businesses exploring AI adoption, platforms like Technostacks AI and Data solutions provide tailored approaches to digital transformation. 1. AI-Powered Automation is Reducing Operationa…  ( 5 min )
    Log me Baby
    A couple of months ago I joined CloudRift, tagging along my long time peer Dmitry in his new venture. One of the first things that came up was setting up log aggregation — something many projects start without, but quickly realize they need after spinning up more than one server. It should be a mundane task after having done this a few times, but yet again, there is a twist and something new to discover. I pull out my usual cards and start with ELK, since even though there are serious contenders out there, I still find Kibana unbeatable, and most people love it. CloudRift deploys its agents on pools of nodes which in turn communicate with an orchestrator that acts as a centralized resource broker. While in most scenarios log forwarding is handled by a daemon, like filebeat or fluentd, with…  ( 11 min )
    How to Completely Disable Zooming on Mobile Web Pages?
    When developing mobile web applications, you might encounter situations where you want to disable zooming entirely to maintain the integrity of your design or functionality. Whether it’s a web game or a form-based application, there are various approaches, but achieving a comprehensive solution can sometimes be tricky. In this article, we will explore how to disable zooming on mobile web pages, including all the common methods and their effectiveness. Why Disabling Zooming Might Be Necessary There are several reasons why developers may want to disable zooming on mobile web pages. For games or interactive applications, zooming can disrupt the user experience, making it harder for players to interact with the game elements. Additionally, certain design layouts may not respond well to zooming…  ( 5 min )
    How to Fix Broken Layouts Caused by WordPress Themes
    Few things are as visually jarring as logging into your site and discovering the layout is all over the place-menus misaligned, sidebars vanishing, fonts looking strange, and content overlapping. Layout issues in WordPress are often rooted in theme conflicts, corrupted updates, or CSS problems. When a theme breaks the visual structure of your site, the user experience suffers-and so can your traffic and conversions. If you've found yourself battling a broken layout, don't worry. **Below are well-researched, practical solutions that can help you diagnose and fix layout problems caused by your WordPress theme, without needing to tear down your entire site. Sometimes, what you see isn’t what’s actually broken. Your website might still be functional under the hood, but cache layers-especially…  ( 6 min )
    How to Effectively Vet Your Supply Chain for Optimal Performance
    In today’s world, software projects often rely on many open source libraries. While these libraries speed up development, they can also bring hidden risks if they are not checked carefully. A single unsafe library can compromise an entire project. SafeDep’s vet tool helps you guard your software supply chain by checking every library you use. Below is a detailed, step-by-step guide to understanding, installing, and using vet in your projects. But why is Supply Chain Security matter? A supply chain attack happens when an attacker hides bad code in a library or package that many developers download. When you add that library to your project, the bad code can: Steal sensitive information Break parts of your application Spread malware to users Beyond Traditional Scanning Supp…  ( 6 min )
    From Dev Sketch to Diagram with AI: Visualize Ideas and Generate JSON Like Never Before
    Introduction: With a simple description, you can generate full JSON structures, visualize them instantly, and export clean diagrams — all in one platform. 💡 Why This Tool? It understands natural language It generates valid JSON structures It converts those structures into interactive visual diagrams And it lets you export and integrate that data quickly 🧠 Key AI-Powered Features “A blog post with title, content, author, and tags” JSON to Diagram Full Diagram Export ✨ Built for Devs Like You A front-end dev planning API responses A back-end dev structuring object models A data architect visualizing schemas Or just someone who prefers visuals over raw data jsonviewer.tools helps you move from idea → structure → output in record time. ⚠️ Note: Sign-Up Required Want to try it out? Sign up now and explore all the AI features available. 🚀 Ready to Turn Ideas into Structure? 👉 Get started now at jsonviewer.tools  ( 3 min )
    How Server Management Practices Impact Website Performance: An SEO Perspective
    In the world of digital marketing and SEO, we often focus heavily on content, backlinks, and keywords. However, one often overlooked factor is server management—a technical area that has a surprisingly significant impact on site performance and rankings. Google considers page speed and uptime when ranking websites. If your site takes too long to load or frequently goes down, your rankings can be negatively affected. Some of the key server-side factors that influence SEO include: Server response time (TTFB) Downtime or hosting issues Poor load balancing or caching strategies Misconfigured SSL or redirects These aren't typically in an SEO’s toolkit, but they have direct consequences. Recently, while working with a client whose site was experiencing random slowdowns, we discovered the issue was rooted in unmanaged server processes consuming too many resources. After a server audit and implementing best practices (including log rotation, performance monitoring, and scaling strategies), we saw a measurable improvement in Core Web Vitals and a 12% increase in organic traffic in 3 weeks. For those unfamiliar with these tasks, there are server management teams that handle these backend operations seamlessly, allowing businesses to focus on growth while maintaining technical health. SEO isn't just about keywords and content. If you're ignoring server-side optimization, you're leaving potential growth on the table. Collaborating with developers and sysadmins—or understanding their pain points—can give you a competitive edge in search results. Have you ever encountered server issues that affected your SEO performance? Let's discuss in the comments.  ( 3 min )
    Introducing Cloud Attachment Pro: A Free Redmine Plugin for Seamless Cloud Storage Integration
    We're excited to share some awesome news from RailsFactory! Meet Cloud Attachment Pro - a fresh, community-driven Redmine plugin developed by our brilliant team member, Sivamanikandan. This is our way of paying it forward to the developer community we deeply value and support. This plugin is available for free and is designed to make file storage in Redmine more flexible and future-proof. Redmine’s default attachment handling relies on local file storage. While that works well for many teams, it becomes a challenge as your application scales or when you want to offload storage to cloud providers for performance, cost, or compliance reasons. Cloud Attachment Pro solves this by enabling Redmine to store attachments in a variety of cloud storage backends including: Amazon S3 Google Clo…  ( 4 min )
    HAS-A vs IS-A in OOP C#
    In Object-Oriented Programming (OOP), HAS-A and IS-A relationships are fundamental concepts used to describe how classes and objects relate to each other. While these apply to many OOP languages like Java or C#, the principles are universal. IS-A Relationship (Inheritance) Represents: A subtype relationship (child → parent) Mechanism: Achieved through inheritance. Implies: The derived class is a type of the base class. Usage: Use when there’s a clear hierarchical relationship. public class Animal { public void Eat() => Console.WriteLine("Eating..."); } public class Dog : Animal { public void Bark() => Console.WriteLine("Barking..."); } // Usage Dog dog = new Dog(); dog.Eat(); // Inherited dog.Bark(); // Dog-specific Dog IS-A Animal. HAS-A Relationship (Composition) Represents: A class containing references to other classes as members. Mechanism: Achieved through composition (member variables). Implies: A class has a reference to another class. Usage: Use when one object uses another. public class Engine { public void Start() => Console.WriteLine("Engine starting..."); } public class Car { private Engine engine = new Engine(); public void StartCar() { engine.Start(); Console.WriteLine("Car started."); } } // Usage Car car = new Car(); car.StartCar(); Car HAS-A Engine. Aspect IS-A HAS-A Meaning Inheritance (child ← parent) Composition (class contains) Implementation class B : A {} class A { B b; } Example Dog : Animal Car has Engine Use Case Reuse behavior via inheritance Delegate tasks via composition Polymorphism Supported Not directly Prefer composition (HAS-A) over inheritance (IS-A) when possible (favor delegation for flexibility). Use IS-A only when the subclass truly fulfills the contract of the superclass (Liskov Substitution Principle).  ( 3 min )
    Cloudflare Tunnel for Home Assistant
    I continue to take care of my Home Assistant. This week, I replaced my original setup with Cloudflare Tunnel. My usage of Home Assistant required external access from the beginning. I achieved it in two steps: I created a subdomain of frankel.ch, which pointed to my router's external IP. On my router, I opened a dedicated port. In turn, the router forwarded requests to my HA. The next action was to secure connections via an SSL certificate. I initially aimed for mTLS, but I couldn't achieve it because the iPhone HA application doesn't support it. However, encrypted communication to my server was a hard requirement. The good news is that the times when SSL certificates were a luxury feature are gone. Let's Encrypt makes them available to everybody for free. Let’s Encrypt issues certificates…  ( 7 min )
    Evolve or Fade: How to Future-Proof Your Personal Brand in Tech
    “If your personal brand hasn’t changed in the last 12 months, you’re not building a brand—you’re preserving a fossil.” I learned this the hard way. I grabbed what I thought was a genius personal brand in 2021. I had keywords on my LinkedIn profile, a clean site, and blogged once a week. I was amazed—until it struck me one day that while I kept talking about "clean code" and "modern stacks," the rest of humanity was writing about AI, shipping publicly, and narrating about self. My brand did not reflect my growth. It reflected what I was yesterday. And that's when I knew: Why Personal Branding Is No Longer Optional in Tech And unlike resumes or portfolios, personal branding isn't permanent. But the shocker is this: 5 Ways to Future-Proof Your Personal Brand Rebuild Your Brand Every Quarter A…  ( 5 min )
    Never get caught off guard: Receive your server's health every minute by Email
    Introduction For system administrators, surprises are rarely a good thing. Whether it's a sudden spike in CPU usage, memory running dangerously low, or disk space nearing its limit, these issues can quickly escalate into major problems : from system slowdowns to full outages. 1. Why monitor your server every minute? When it comes to server health, timing is everything. Even a few minutes of downtime can have serious consequences… from lost revenue to broken user trust. While traditional monitoring solutions may check system status every 5 or 10 minutes, some environments require faster feedback and immediate awareness. a. Real-Time awareness b. Faster incident response c. Lightweight alternative to complex monitoring tools d. Ideal for headless or remote servers 2. What metrics should …  ( 8 min )
    Make C++ a better place #3: D as an alternative
    The D programming language, commonly known as DLang, offered a fresh perspective on system-level programming by blending familiar features of C++ with modern mechanisms to enhance code safety, simplicity, and performance. Created by Walter Bright, it is meant to be a viable alternative to C++ for developers seeking to improve productivity and code safety while maintaining the low-level control that C++ offers. DLang is a general-purpose, statically typed programming language with many parallels to C++. Like C++, it supports object-oriented programming, manual memory management and systems programming. However, DLang builds on these fundamentals by introducing features that mitigate some of the complexities and pitfalls of C++, like garbage collection. If you didn't see the first article of…  ( 12 min )
    In-Depth Analysis of HarmonyOS 5 ArkWeb: Unveiling Core Functions and Hidden Tips
    In-Depth Analysis of HarmonyOS 5 ArkWeb: Unveiling Core Functions and Hidden Tips I. Introduction: The Core Role of HarmonyOS 5 ArkWeb In the HarmonyOS 5 ecosystem, ArkWeb serves as a key component for H5 page rendering and hybrid development. Although official documentation elaborates on basic functions, many advanced features and performance optimization techniques remain "under the iceberg." This article deeply dissects the core functionalities of ArkWeb and, combined with practical experience, reveals hidden tips not explicitly mentioned in official documents. Web Page Loading ArkWeb can not only load remote or local web pages but also seamlessly integrate with native H5 features for hybrid development. In Abilities, ArkWeb can replace the RichText component to load ric…  ( 6 min )
    .NET Learning Notes: Test Your Code(Unit Test)
    Unit Test Unit testing is a type of software testing where individual units or components of a software are tested in isolation. The purpose is to validate that each unit of the software performs as expected. A unit is the smallest testable part of an application, such as a function, method, or class. Arrange-Act-Assert(AAA) is a simple and effective pattern for writing clear and structured unit tests: Arrange-set up the necessary objects and state, Act-perfom the action you want to test, Assert-verify that the action produced the expected result. Commenting the AAA phases is recommended, especially during learning, in shared codebases, or for more complex test cases. It improves readability, consistency, and maintainability of tests. The scope of unit tests typically focuses on classes …  ( 5 min )
    AWS Cost Optimization Without Compromising the Well-Architected Pillars
    In today's cloud-native world, cost optimization is no longer optional—it's a critical part of responsible cloud usage. But in the race to cut down AWS bills, many teams unknowingly compromise security, performance, or reliability. This blog will guide you through cost optimization strategies that align with AWS's Well-Architected Framework, ensuring your cloud architecture remains resilient, secure, and efficient. Understanding the AWS Well-Architected Pillars Before diving into optimization strategies, let’s quickly revisit the five pillars of the AWS Well-Architected Framework: Operational Excellence – Running and monitoring systems to deliver business value. Security – Protecting information and systems. Reliability – Ensuring workloads perform as intended. Performance Efficiency – Usi…  ( 4 min )
    🎢 Scroll-Linked Animations in CSS Are Here — And They’re Kinda Awesome
    Ever wanted to animate something on scroll without reaching for JavaScript? Well, good news: modern CSS has a new trick up its sleeve called animation-timeline: scroll() — and it’s surprisingly powerful. Let me show you what it is, how it works, and why you might want to use it in your next project. ⸻ 🌀 What Is animation-timeline: scroll()? Traditionally, CSS animations run on a timeline based on time (seconds, milliseconds, etc.). But with this new feature, the animation is synced to the scroll position of an element. That means: the more you scroll, the further along the animation progresses — and when you stop scrolling, the animation pauses too. No JavaScript. No ScrollTrigger. Just clean CSS. ⸻ ✏️ A Simple Example Here’s a quick setup I made: <div id="square"…  ( 5 min )
    ✅ Add Joi Validation Middleware
    Let's add validation using Joi to our existing Node.js + Express blog API, specifically for creating articles. npm install joi Create a file: middlewares/validateArticle.js const Joi = require('joi'); // Define the schema const articleSchema = Joi.object({ title: Joi.string().min(3).max(100).required(), content: Joi.string().min(10).required(), author: Joi.string().min(3).required() }); // Middleware to validate request body function validateArticle(req, res, next) { const { error } = articleSchema.validate(req.body); if (error) { return res.status(400).json({ error: error.details[0].message }); } next(); } module.exports = validateArticle; It checks that: title is a string between 3–100 chars content is at least 10 chars author is required and at least 3 chars If validation fails, it sends a 400 response with a message like: "title" is not allowed to be empty In your route file (or server.js, depending on your structure): const express = require('express'); const mongoose = require('mongoose'); const cors = require('cors'); const Article = require('./models/article'); const validateArticle = require('./middlewares/validateArticle'); const app = express(); app.use(express.json()); app.use(cors()); // POST with validation middleware app.post('/api/articles', validateArticle, async (req, res) => { try { const newArticle = new Article(req.body); const savedArticle = await newArticle.save(); res.status(201).json(savedArticle); } catch (err) { res.status(500).json({ error: 'Server error while creating article' }); } }); { "title": "How to Use Joi", "content": "Joi is a powerful schema description and validation tool...", "author": "Xavier" } { "title": "", "content": "short", "author": "" } Response: { "error": "\"title\" is not allowed to be empty" }  ( 3 min )
    Project KARL
    Hello Readers It's day #19 of building KARL - AI. Update: Project is in Early-Stage Development. Documentation is going on parallelly. Explore more here  ( 2 min )
    When should I use LLMs?
    As LLMs like ChatGPT, Gemini, and Grok soar in popularity, the Spiderly library stands out by addressing what they can’t yet fully handle: project architecture that demands a broader perspective and deeper understanding. Developers leaning heavily on LLMs without grasping the generated code are more prone to errors that, if they slip into production, take longer to fix. Spiderly minimizes those risks. With Spiderly.CLI tool you create a solid foundation with whole app structure, email auth, Google auth, logging etc. Then, the Entity Administration Source Generator builds everything you need for entity management. From there, you focus your brainpower on solving the end user’s specific problems. The star of Spiderly is its Entity Administration Source Generator (Spiderly.SourceGenerators project), a standalone tool. It delivers: Easily customizable, responsive admin forms for entities on the client side Client-side form validations and server-side object validations for incoming client data Controller methods for both client and server Flexible authorization methods Server-side CRUD methods for entity administration Methods for filtering and working with tables Spiderly also tackles other essentials: authentication (client and server, using JWT tokens), API request rate limiting, logging, entity versioning, consistent database table naming, and client-side app layout design. I’d love for this, open-source project to spark a community that sets a standard for solving general coding challenges worth tackling broadly. Right now, Spiderly focuses on web apps using C#, Azure, EF Core (Lazy Loading), Serilog, JWT, FluentValidation, Mapster, SQL Server, Angular, and PrimeNG. Spiderly website: https://www.spiderly.dev, Check out a 4-minute demo of building an app with Spiderly.CLI: https://youtu.be/t3TfUmnKUI4?si=rpjSupNyQVd_nS2J Spiderly library source code: https://github.com/filiptrivan/spiderly Example app using Spiderly: https://github.com/filiptrivan/plenum-rmt Let’s build something great together!  ( 4 min )
    Automatiser l'Envoi de Rapports Système au SysAdmin Chaque Minute avec Python & Cron
    Introduction Dans cet article, nous allons apprendre à automatiser un script Python qui surveille les performances d'un serveur et envoie un rapport par email toutes les minutes. Ce rapport comprend : C'est un excellent exercice de sysadmin et un outil utile en production. Étape 1 : Installer les dépendances Ouvre ton terminal et exécute : Étape 2 : Le Script Python TO_EMAIL = "sysadmin_aws_cdkin4@mtech-rdc.org" your_email@example.com" # Remplace avec ton email https://ifconfig.me").text.strip() name == "main": * * * * /usr/bin/python3 /chemin/vers/server_report.py ⚠️ Vérifie le chemin exact de Python avec which python3 Étape 5 : Visualiser les logs en temps réel * * * * /usr/bin/python3 /chemin/vers/server_report.py >> /home/ismael/logs/server.log 2>&1 Conclusion En combinant Python et Cron, tu peux créer un outil de monitoring système minimaliste, mais puissant. Tu es maintenant capable de surveiller l'état de n'importe quel serveur et d'envoyer des alertes automatiquement à ton SysAdmin. Cette solution est idéale pour  Les petits projets auto-hébergés Le monitoring d'urgence L'apprentissage de l'administration système  ( 4 min )
    The Art of Writing Maintainable React Components
    The Art of Clean React: Principles for Maintainable Components 🎨 Single Responsibility Principle (SRP): One Job, One Component 🎯 Just like functions should do one thing well, so should your components. A component should ideally have a single, well-defined purpose. If a component starts handling too many responsibilities (managing multiple unrelated states, fetching diverse data, rendering complex unrelated UI), it becomes harder to reason about and more prone to breaking.   Bad Example (Multiple Responsibilities): Imagine a component that fetches user data and handles form submissions for a new address. Good Example (Separated Responsibilities): Break this down into two components: one responsible for fetching and displaying user data (UserProfile), and another for handling the address…  ( 5 min )
    HarmonyOS Next Industrial Control Application Development Case Analysis
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system in the development of industrial control applications and summarize them based on actual development practices. Under the wave of Industry 4.0, the intelligence and efficiency of industrial control applications have become the key to development.HarmonyOS Next brings new solutions to the industrial control field with its powerful distributed and real-time processing capabilities, combined with the efficient development characteristics of Cangjie language.Next, we will conduct an in-depth analysis of the development process of HarmonyOS Next industrial control applications through actual cases. Industrial control applications need to meet the two core needs of equipment monitoring and automation contro…  ( 6 min )
    HarmonyOS Next Education Application Development Practice and Thoughts
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system in educational application development and summarize them based on actual development practices. Educational applications play an important role in today's digital learning era. With the help of HarmonyOS Next and Cangjie language, we can create more innovative and practical educational applications.Next, let us enter the development world of HarmonyOS Next educational applications and share practical experience and thoughts. An excellent educational application needs to meet many functional needs.The course learning module should cover a wealth of course resources, support various forms of learning content display, such as video courses, document materials, interactive courseware, etc., and be able t…  ( 6 min )
    HarmonyOS Next Medical Health Application Development Exploration
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system in the development of medical and health applications, and summarize them based on actual development practices. In the era of big health, medical and health applications have become people's right-hand assistants to protect their health.Today, we will use HarmonyOS Next and Cangjie language to explore the wonderful journey of developing an innovative medical and health application to see how to provide users with more convenient and efficient health management services. The functional requirements of this medical and health application focus on multiple aspects of user health management.First, health data monitoring is used, connecting various smart wearable devices and home medical devices, collecti…  ( 6 min )
    HarmonyOS Next e-commerce application development full process analysis
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system in e-commerce application development and summarize them based on actual development practices. At a time when the e-commerce industry is booming, a powerful and smooth e-commerce application is the key to corporate competition.Today, based on HarmonyOS Next and Cangjie language, we will analyze in detail the full process of e-commerce applications from planning to online development. The functional needs of e-commerce applications are rich and diverse.From the user's perspective, there is a product display module that can clearly present pictures, details, prices and other information of various products, and also supports product search and screening to facilitate and quickly find the favorite produ…  ( 6 min )
    Réplication Interrégionale avec Amazon S3 : Le Guide Complet pour Protéger et Optimiser vos Données
    Dans un monde où la donnée est au cœur de toutes les décisions, assurer sa disponibilité, sa durabilité et sa conformité n'est plus une option, mais une nécessité. C'est là qu'intervient la Réplication Interrégionale (Cross-Region Replication, CRR) d'Amazon S3. Cette fonctionnalité puissante vous permet de copier automatiquement et de manière asynchrone des objets d'un compartiment source vers un compartiment situé dans une autre région AWS.  Pourquoi utiliser la réplication interrégionale ? Résilience des données  Protégez vos données contre les pannes régionales majeures. En cas d'indisponibilité d'une région, vos données sont toujours accessibles depuis une autre. Conformité réglementaire  Répondez aux exigences légales qui imposent le stockage de données dans des régions géographiques spécifiques. Amélioration des performances  Réduisez la latence en rapprochant vos données de vos utilisateurs finaux, notamment dans des architectures multi-régionales.  Prérequis Gestion des versions activée : Obligatoire sur les compartiments source et destination.  Étapes de configuration Création des compartiments Source : Créez un compartiment dans la région principale. Destination : Créez un second compartiment dans la région cible. Activez la gestion des versions sur les deux. Mise en place de la règle de réplication Allez dans la console S3, sélectionnez le compartiment source. Sélectionnez le compartiment de destination (dans une autre région). Enregistrement Validez et enregistrez la règle pour activer la réplication.  Points d'attention Objets existants : La CRR ne prend pas en charge la réplication rétroactive. Utilisez S3 Batch Replication pour répliquer les objets déjà présents.  En résumé La réplication interrégionale d'Amazon S3 est un pilier essentiel de toute stratégie cloud robuste. En quelques clics, vous assurez à vos données une résilience accrue, une latence réduite et une meilleure conformité réglementaire.  ( 4 min )
    Scaling Apache SeaTunnel for Enterprise: Billion-Level Data Processing and Intelligent Fault Tolerance in Real-World Use Cases
    With the continuous complexity of data sources and the rapid evolution of business demands, general-purpose data integration frameworks often face many challenges in practical deployment: frequent issues such as irregular data structures, missing fields, mixed sensitive information, and unclear data semantics. To better address these complex scenarios, a leading publicly listed cybersecurity enterprise has performed secondary development based on Apache SeaTunnel, building a scalable, easy-to-maintain data processing and intelligent fault-tolerance mechanism suitable for complex scenarios. This article will comprehensively introduce the relevant technical implementations around actual functional extensions and design concepts. In practical business scenarios, the data sources we face are h…  ( 9 min )
    Design and Implementation of Active Image Caching Based on HarmonyOS 5 Ability Image Component
    Overview I. Component Structure Analysis export struct ImageReloadComponent { // State management @State isOnError: boolean = false @Require @State @Watch('updateSrc') src: PixelMap | ResourceStr | DrawableDescriptor = '' // Image rendering parameters @State objectFit: ImageFit = ImageFit.Cover @State objectRepeat: ImageRepeat = ImageRepeat.NoRepeat @State interpolation: ImageInterpolation = ImageInterpolation.Low // Controller instance imageReload: ImageReloadComController = new ImageReloadComController() ​ async aboutToAppear(): Promise { if (typeof this.src === 'string') { this.src = await this.imageReload.downloadImageToCache(this.src) } } ​ build() { Image(this.src) .objectFit(this.objectFit) .onComplete(() => th…  ( 4 min )
    Crack the Google Interview in 2025: Your Complete Preparation Guide
    Dreaming of working at Google? You're not alone. Google is one of the most popular employers in the world —known for its innovation, amazing work culture, and products that impact billions. But how do you actually get in? This guide is your personal, step-by-step plan for getting through Google's hiring process in 2025. Whether you're a college student, an experienced engineer, or switching careers, this blog will help you with the right tools, timelines, and mindset to land your dream job at Google. Working at Google means joining a company that shapes the future of technology. With a median SWE salary of $192,000 (Glassdoor, 2025) and a #4 ranking on Fortune's Best Workplaces 2024, Google offers unmatched compensation and culture. You'll tackle groundbreaking projects—like AI advanceme…  ( 9 min )
    Zero to API Hero: Crafting Go Web Services with Echo 🚀
    Introduction Remember the days when setting up a web server meant writing hundreds of lines of boilerplate code? Those days are gone, my friend! If you're tired of heavyweight frameworks that require a PhD in Configuration Science, then Go's Echo framework is about to become your new best friend. As a developer who has spent more hours than I'd like to admit wrestling with bloated web frameworks, discovering Echo was like finding that perfect-sized coffee mug - not too big, not too small, just right for delivering that caffeine... I mean, HTTP requests... efficiently to your brain... err, users. Today, we'll build a lightweight yet powerful web service using Go and Echo that can handle real-world scenarios without the real-world complexity. Buckle up, Gophers! If frameworks were vehicle…  ( 7 min )
    Database Schema Design: How to Structure Your App’s Data Effectively
    Schema design is often overlooked until things break — slow queries, data duplication, or invalid references. A well-thought-out schema saves you from these headaches. In this guide, we break down schema design using common app scenarios and explain core concepts like normalization, referential integrity, and visual tools. Online Store: Use Customers, Orders, and Products to track transactions and manage inventory. Foreign keys link buyers to orders and products. User-Generated Content: Users, Posts, and Comments form the foundation of content platforms. Indexes help performance, and foreign keys ensure data integrity. Event Scheduling: Organize events using Events, Venues, and Registrations. Schema rules ensure attendees aren’t linked to non-existent events. Entities & Attributes: Entitie…  ( 17 min )
    Cracking the Compiler: What Happens After Preprocessing
    Introduction In our last article, we followed a C program through its entire compilation journey - from source code to executable. Now, we’re zooming in on the compilation phase, the step that transforms your high-level code into something closer to the machine's language. This is where the real magic begins. In the previous article, we explored how a C source file is transformed into an executable through a series of key stages. These are: Preprocessing Compilation Assembly Linking While each of these phases plays a crucial role, they can themselves be broken down into even finer steps. Specifically, the Compilation Phase is made up of 6 smaller steps. These are: Lexical Analysis Syntax Analysis Semantic Analysis Intermediate Analysis Optimization and finally Code Generation Lexical Ana…  ( 6 min )
    Why the alt Attribute Matters?
    Images are an essential part of the web. They inform, engage, and enhance the overall user experience. But what happens when an image fails to load, or when a user cannot see it? That’s where the humble alt attribute of the tag comes into play, serving as a vital link between visual content and universal accessibility. The alt attribute in HTML provides alternative text for an image. This text is displayed if the image cannot load. More importantly, it is read aloud by screen readers, helping visually impaired users understand the content and context of images. alt Attribute Important? The alt attribute serves several important purposes, Visually impaired users rely on screen readers to navigate the web. The alt text provides a textual description of images, giving these users cr…  ( 5 min )
    4-Way Switch: The Jedi of Circuit Control
    In a galaxy where circuits hum like lightsabers and electrons duel like Sith Lords, there exists a guardian of balance—the 4-Way Switch. Forged in the fires of the Jedi Temple and sharper than a vibroblade, this switch channels the Force to command hallway lights, stairwells, and even Darth Vader’s meditation chamber. Let’s decode why this rebel hero outsmarts clunky Imperial wiring! Chapter 1: The Force of Three (and a Switch) 4-Way Switch is no mere droid scrap. Crafted by Master Yoda’s Wiring Council, it wields three tenets of the Force: Jedi Precision: Routes travelers smoother than Luke’s X-wing through the Death Star trench. Why Stormtrooper switches fail: Single-Pole Switches: Clumsy as a blaster-armed trooper missing every shot. Chapter 2: The Galactic Applications Coruscant High-…  ( 4 min )
    ☁️ Best Cloud Platform to Learn in 2025 – AWS, Azure, or Google Cloud?
    Choosing the right cloud platform in 2025 depends on your goals. Here's a quick breakdown: *🚀 1. AWS (Amazon Web Services) Most used globally Ideal for developers, DevOps, security, and big data Huge job market 🌐 2. Microsoft Azure Best for enterprise IT & hybrid cloud setups Great if you're already working with Windows Server or .NET 📊 3. Google Cloud Platform (GCP) AI/ML friendly (Vertex AI, BigQuery) Popular in data science and startups 🧠 Tip: Start with free tiers & get certified (AWS CCP, Azure Fundamentals, etc.) 🔗 Full blog:  ( 3 min )
    When a password manager forgot how to manage, I brought the drama
    Some stories begin with a bug report. Mine begins with Bitwarden... and ends with a stand-up comedy set on GitHub. I just wanted to register. That’s all. No expectations. No edge cases. Just one humble email and a password. But when the UX said “no,” I said, “fine — I’ll write a one-act play instead.” So here it is: A theatre of sarcasm, screenshots, a dramatic banner, and a not-so-silent scream of a user who had some free time and a working brain. 🎭 Link to the GitHub drama: https://github.com/MenstaDay/bitwarden-registration-theatre No bitterness. Just a story of broken UX, markdown, and emotional processing through code. If Bitwarden ever fixes the flow — I might write a sequel: “The Return of the Registration” — Юленька Николайская (the girl who writes software reviews like they're theatre)  ( 3 min )
    Remove Vowel-java,PasswordValidator,Regex,Password Valitation
    1)Remove Vowel package pratice; import java.util.Scanner; public class Vowel { public static void main(String[] args) { Scanner sc =new Scanner(System.in); System.out.println("Enter word :"); String sh=sc.nextLine(); for(int i=0;i<sh.length();i++) { char ch=sh.charAt(i); if(!(ch=='a' && ch=='A'||ch=='e' && ch=='E'||ch=='i' && ch=='I'||ch=='o' && ch=='O'||ch=='u' && ch=='U')) { System.out.print(ch+" "); } } } } Output: Enter word : 2)Find Vowel: package pratice; import java.util.Scanner; public class Vowel { public static void main(String[] args) { Scanner sc = new Scanner(System.in); System.out.println("Enter word :"); String sh = sc.nex…  ( 4 min )
    How to Handle Null Values and Case Sensitivity in JPA Queries
    When working with JPA queries, it’s common to encounter challenges when filtering results, particularly regarding case sensitivity and null values. In this article, we will explore how to write a JPA query that effectively manages both of these issues while adhering to best practices. Understanding the Problem You've encountered a scenario where you need to filter orders based on various criteria, including the order status. However, the challenge arises when you want the query to be case-insensitive and also return all orders when the status parameter is null. Your Current JPA Query Here's the current query you provided: @Query("SELECT o FROM OrderEcom o WHERE o.remove = false and o.orderNumber is not null and o.client.id = :clientId and o.createDate between :dateIn " + "and :d…  ( 4 min )
    🎉 Two New Milestones on My Full Stack Journey! 🚀
    Hey devs! 👋 I'm back with a quick update on my full stack development journey through the IBM Full Stack Software Developer Certificate on Coursera. Over the past few weeks, I’ve been diving deep into the foundations of web development and version control — and I’m super excited to share that I’ve earned two new certifications! This course gave me a solid foundation in: Structuring content with HTML Styling with CSS Adding interactivity using JavaScript It felt great to finally bring the front end to life through hands-on exercises and mini-projects. 🔗 Verify Credential on Credly Version control was a bit intimidating at first, but now I'm confidently using: Git for tracking changes GitHub for collaboration and showcasing my work Branching, merging, and resolving conflicts like a pro (well, getting there 😅) 🔗 Verify credential on Credly I’m currently working on: A TODO app built with React and Node.js Writing weekly blogs to document my journey Diving into backend and cloud technologies If you're on a similar path or want to connect, feel free to reach out! Let’s grow together. 🌱 💻 GitHub Thanks for reading, and stay tuned — more updates and project walkthroughs coming soon! 🚀  ( 3 min )
    Salesforce Events in Peru for 2025
    Salesforce events Peru 2025 bring exciting opportunities for CRM professionals to stay ahead of the latest AI-driven innovations, grow their networks, and sharpen their platform expertise. The centerpiece event is the Agentforce Tour Lima, historically known as Salesforce World Tour Lima, offering an exclusive, invite-only experience. Alongside major gatherings, Salesforce users in Peru can tap into the broader Trailblazer Community for continuous learning and connection. Whether attending a large salesforce tour peru 2025 event or joining community-driven initiatives, 2025 offers dynamic pathways for professional growth. Types of Salesforce Events in Peru Agentforce Tour Lima Dreamforce 2025 – Join from Peru Online Trailblazer Community Meetups Conclusion: Why Attend Salesforce Events in …  ( 5 min )
    🛡️ Top Cybersecurity Certifications to Get in 2025
    Looking to break into cybersecurity or level up in 2025? Here are the certifications that matter: 🔐 1. Certified Ethical Hacker (CEH v12) – Learn to think like a hacker 💡 Pro Tip: Focus on real labs + updated syllabus for the latest threats. 🔗 Full breakdown here:  ( 3 min )
    My opinion about Rails 8
    I wrote this post originally on my website : https://alsohelp.com/blog/rails-8-opinion If you want to see the final app, just ask me ;) Here is the article below : Here is my 2 cents after 10 years with Rails and 6 months with Rails 8 in production. The most surprising part is probably that they are proud of removing parts in a brand new version. I view it as an excellent sign of maturity. The subtitle of Rails 8 is "no PaaS required", but they could have also said : "No React required", "No Redis required", and so on. What a relief. Any shiny new framework is proud about "what's new under the sun", not "what's deleted to simplify devs life". The first excellent part is what didn't move. The domain swallows all the complexity, as it did 15 years ago. The controllers are still the same, ver…  ( 4 min )
    Efficient Network Testing Using Dynamic IPs
    In the realm of network testing, efficiency and accuracy are paramount. One effective strategy to enhance these aspects is the use of dynamic IP addresses. This article explores how dynamic IPs can significantly improve network testing processes, enabling testers to obtain reliable results while minimizing risks. Understanding Dynamic IPs Benefits of Using Dynamic IPs for Network Testing Enhanced Anonymity Simulating Real-World Conditions Avoiding Rate Limiting and Bans Implementing Dynamic IPs in Your Testing Strategy Choosing a Reliable Proxy Service Integrating Dynamic IPs into Testing Tools Monitoring and Adjusting IP Usage Best Practices for Network Testing with Dynamic IPs IP2World as a valuable resource. Embrace this approach to elevate your network testing efforts and uncover deeper insights into your systems.  ( 4 min )
    Creating a Flutter App to Scan MRZ, QR Codes, and Barcodes
    flutter_ocr_sdk and flutter_barcode_sdk are two Flutter plugins built on top of the Dynamsoft Capture Vision SDK. They provide easy-to-use, cross-platform APIs for adding MRZ recognition and barcode scanning capabilities to Flutter apps. In this article, you'll learn how to create a Flutter app that integrates both plugins to scan machine-readable zones (MRZ) and 1D/2D barcodes. Instead of starting from scratch, we'll combine two existing example projects into a unified solution. Get a free trial license key for Dynamsoft Capture Vision SDK. Download the two example projects: Flutter MRZ Scanner and Flutter Barcode Scanner. We'll merge these projects to create a new app. The app will include: A toggle button to switch between MRZ and Barcode scanning modes A button to load an image file f…  ( 7 min )
    Best AI Tools to Learn in 2025 — Stay Ahead in the Game
    *If you’re serious about AI in 2025, these are the tools you MUST know: GPT-4/5 (OpenAI) — Natural Language Mastery TensorFlow / PyTorch — Core ML Libraries DALL·E 3 / Midjourney — Generative AI (images & art) AutoGPT / AgentGPT — AI agents with autonomy Vertex AI / Azure AI Studio — Production-level deployment 💡 Pro Tip: Start small with open-source projects and online training platforms. 🔗 Full breakdown in our blog: https://red9systech.com/category/gen-ai/ AI #MachineLearning #GPT4 #TensorFlow #TechTrends #DEVCommunity  ( 3 min )
    Learning Physics with Functional Programming and Haskell
    TL;DR; I gave a talk at LambdaConf 2025 this is a follow up post. Haskell Files -> GitHub. I'll post the video once I get it Also, please, if you like the post and get curious, make sure to buy the book from Scott N. Walk This talk is about objects and arrows that point to objects. And you will see a lot of that throughout the talk Last year I learned that functional programming is a great tool to learn Physics, because it’s a great way to write math. You see, Physics is expressed in the language of Math. With this talk, I hope to explain Newton’s second law, describing the problem through types and writing math as code to help us compute functions. This is a new perspective on learning Functional Programming and/or Physics. Haskell is one of the best tools for drawing objects and arr…  ( 10 min )
    🌐 Computer Networks: The Backbone of the Internet
    What Are Computer Networks? A computer network is a group of interconnected devices that can communicate and share resources. Think of it as the digital nervous system that connects computers, phones, servers, and more—allowing data to flow like information highways. Used in homes, schools, and offices. Connects devices in a small area. Covers a large geographic area. The Internet is the biggest WAN. Covers a city or a large campus. Larger than LAN but smaller than WAN. Your Bluetooth devices form a PAN—like your phone and earbuds. Router: Directs data packets between networks. Switch: Connects multiple devices in a LAN. Modem: Connects to your ISP and provides internet access. Access Point: Enables wireless devices to connect to the network. Server & Client: Server provides, client consumes services/data. Physical Data Link Network Transport Session Presentation Application Each layer has a specific role—from moving bits to enabling web apps. More practical and used in real-world networking: Link Internet Transport Application HTTP/HTTPS – Web browsing FTP/SFTP – File transfers SMTP/IMAP/POP3 – Email TCP/UDP – Data transport IP – Routing and addressing DNS – Resolves domain names to IPs Whether you're streaming Netflix, sending a meme, or backing up your files to the cloud—computer networks make it all happen. They're the silent enablers of our digital lives. 🧠 Fun Fact: The first message ever sent over the ARPANET (the Internet’s ancestor) was "LO"—they meant to type "LOGIN" but the system crashed! Stay tuned, stay connected, and maybe ping your friend instead of ghosting them. Tools That Help: Wireshark, Cisco Packet Tracer, Netcat, Nmap, and a whole lot of curiosity.  ( 3 min )
    ◼️4/100 Block-by-Block: Securing content provenance
    One thing I learned about: Securing content provenance Challenge: Data integrity in the age of deepfakes. Projects like Starling Lab aim to "restore trust in digital media": Capture, store, and verify digital content Create chains of evidence Preserve digital records with cryptography 🔽🛠️Resources🔽 Numbers Protocol: Decentralized Content Provenance (2024): https://www.numbersprotocol.io/ Setting the Standard for Content Attribution (2020): https://contentauthenticity.org/blog/cai-achieves-milestone-white-paper-sets-the-standard-for-content-attribution Starling Lab for Data Integrity (2024) https://starlinglab.org  ( 2 min )
    Callbacks in JavaScript
    What is a Callback? A callback is a function passed into another function, to be called later when something happens or a task is finished. Analogy: Imagine you order food and give the restaurant your phone number so they can call you when your food is ready. Your phone number is the callback. JavaScript is single-threaded and often needs to wait for things (like loading data or waiting for a user action). Instead of stopping everything, it uses callbacks to say, “Do this later, when the waiting is done.” function doSomethingLater(callback) { console.log("Doing something..."); callback(); } function sayHello() { console.log("Hello, I'm the callback!"); } doSomethingLater(sayHello); Output: Doing something... Hello, I'm the callback! doSomethingLater(function() { console.log("This is an inline callback!"); }); setTimeout and setInterval setTimeout(function() { console.log("This runs after 2 seconds"); }, 2000); Event Listeners button.addEventListener('click', function() { console.log("Button clicked!"); }); Fetching Data (with Promises, but still uses callbacks) fetch('https://api.example.com/data') .then(function(response) { return response.json(); }) .then(function(data) { console.log(data); }); Callbacks are not always asynchronous. Some callbacks are called right away. Callbacks are just functions. There’s nothing special about them except how they’re used. Callback Cheat Sheet Definition: A callback is a function you pass to another function to be called later. Basic Example: function callback() { ... } someFunction(callback); Anonymous Example: someFunction(function() { ... }); Typical Uses: setTimeout, setInterval Event handling (like clicks) Fetching data from APIs Key Point: Callbacks help JavaScript handle tasks that take time, so your code can keep running without waiting.  ( 3 min )
    Day-28: Troubleshooting Raspberry Pi Headless Setup + Servo Script Test
    Subtitle: When your cat’s food depends on debugging a microcomputer... 🐱 Recap from Day-27 In Day-27, we: Flashed Raspberry Pi OS (Lite) onto a microSD card Enabled SSH by adding a file to /boot (Optionally) added Wi-Fi credentials via wpa_supplicant.conf Inserted the SD card into the Raspberry Pi and powered it on Ran nmap to identify the Pi’s IP — but couldn’t connect via SSH 📚 Table of Contents: ✅ Confirming SSH Still Enabled 🧠 Checking Possible Issues 💻 Re-Insert & Recheck SD Card 🌐 Trying .local Hostname 🔌 Swapping Power & Boot Medium 🧰 Hardware Test: Running the Servo Script 🕒 Schedule with Cron ✅ Final Status (Day-28) 🧪 Step-by-Step Troubleshooting 🔎 1. Confirming SSH Still Enabled After scanning the network and identifying live hosts: We at…  ( 3 min )
    How to Order Git Grep Results by Commit Date
    When working with Git repositories, you may find yourself needing to search through your code using the git grep command for specific patterns. However, ordering the results by criteria such as commit date can greatly enhance your workflow and help you find the most relevant information. In this article, we'll explore how to achieve that by combining git grep with other Git commands. Understanding Git Grep git grep is a powerful command that allows you to search for specific text patterns in your Git repository. It's faster than traditional grep because it uses Git's indexing functionality. However, by default, the results are simply listed without any order based on the commits. Why Order Results by Commit Date? Ordering git grep results by commit date can help you understand the context …  ( 5 min )
    TravelInsight: AI-Powered Real-Time Travel Deal Finder
    This is a submission for the Bright Data AI Web Access Hackathon TravelInsight is an AI-powered travel assistant that helps users find the best travel deals in real-time across multiple booking platforms, airlines, and accommodation providers. By leveraging Bright Data's infrastructure, TravelInsight continuously monitors pricing changes, availability, and special offers to provide users with personalized travel recommendations at the optimal time to book. The platform addresses a major pain point for travelers: the fragmented and constantly changing nature of travel pricing. Instead of manually checking multiple sites and trying to time bookings perfectly, TravelInsight does the work for you, providing actionable insights and notifications when ideal booking opportunities arise. Dynamic P…  ( 6 min )
    🐾 Setting Up the Raspberry Pi-Based IoT Cat Feeder (Day-27)
    Introduction In today’s guide (Day-27), we’ll walk through the complete process of setting up your own IoT-based pet feeder using a Raspberry Pi. Our goal is to automate the feeding process using a servo motor, Python, and scheduled cron jobs. Objective Set up a Raspberry Pi-powered automated pet feeder that runs a Python script to control a servo motor — scheduled to feed your cat daily. ✅ Final Status (Day-27 Recap) Step-by-Step Setup Guide 1. Flashing Raspberry Pi OS to SD Card Download Raspberry Pi OS (Lite) from the official website. Use Raspberry Pi Imager or Balena Etcher to flash it to a microSD card (32GB in our case). Tool Used: Raspberry Pi Imager Card Size: 32GB microSD Status : ✅ OS flashed and verified 2. Enabling SSH Access Inserted SD card i…  ( 4 min )
    AOSP Handler vs synchronized: Choosing the Right Tool for Thread Safety
    In Android development, particularly within the AOSP (Android Open Source Project), managing concurrency is critical when designing reliable and thread-safe components. Two core techniques often used for this are: Handler (and its related Looper mechanism) The synchronized keyword (Java-level mutual exclusion) While both can help manage shared state across threads, they serve very different purposes. Understanding when to use each can be the difference between clean concurrency and subtle deadlocks. A Handler in Android is a mechanism to post messages or runnables to a thread’s message queue. When backed by a Looper, a Handler provides asynchronous task scheduling on the thread it’s associated with — typically the main/UI thread or a dedicated background thread. Handler handler = new Handl…  ( 4 min )
    Advancements in Database Systems: Innovations and Challenges in Early May 2025
    This article is part of AI Frontiers, a series exploring groundbreaking computer science and artificial intelligence research from arXiv. We summarize key papers, demystify complex concepts in machine learning and computational theory, and highlight innovations shaping our technological future. The focus of this synthesis is on database systems, drawing from research published within a ten-day period in early May 2025. These studies collectively address contemporary challenges and innovations in database technology, emphasizing both theoretical foundations and practical applications.Database systems serve as the backbone of modern computing, enabling efficient storage, retrieval, manipulation, and analysis of structured information across diverse domains. From powering social media platfor…  ( 10 min )
    Advancements in Computation and Language: A Synthesis of Cutting-Edge Research from May 2025 arXiv Publications
    This article is part of AI Frontiers, a series exploring groundbreaking computer science and artificial intelligence research from arXiv. The focus here is to summarize key papers, demystify complex concepts in machine learning and computational theory, and highlight innovations shaping our technological future. The present synthesis examines a collection of 47 research papers published on May 12, 2025, within the domain of Computer Science: Computation and Language. These works, sourced from the arXiv repository, represent the forefront of natural language processing (NLP) and computational linguistics, offering insights into how machines are being taught to understand, generate, and interact with human language. This article aims to distill the major themes, methodologies, findings, and …  ( 10 min )
    How Drug Abuse Is Quietly Spreading Among Developers in 2025
    The tech world is often celebrated for its innovation, fast-paced growth, and disruptive potential. But behind the buzzwords and billion-dollar IPOs lies a darker truth, a rising tide of drug abuse among software developers and tech workers. While this remains a taboo topic in many circles, it’s time to confront the harsh reality: many brilliant minds are burning out or breaking down under pressure, turning to stimulants and other substances to survive the grind of modern tech culture. Earlier this year, I encountered a distressing story: a talented UI/UX developer working at a fast-growing startup crumbled under immense pressure to perform. In a desperate attempt to keep up with demands, he began using stimulants to stay awake and meet deadlines. It worked, for a while. Eventually, the si…  ( 6 min )
    BREAKING NEWS: Revolutionary AI Scheduling Model Disrupts Multi-Billion Dollar Industries
    May 14, 2025 – In a groundbreaking development set to redefine time management across education, fitness, and the arts, researchers from the Zurich Institute of Technology (ZIT) have unveiled an artificial intelligence model capable of autonomously optimizing human schedules with an accuracy rate exceeding 98.7%. Dubbed "ChronoPilot," the new system leverages deep contextual learning to interpret not only user preferences but also emotional states, productivity trends, and even regional weather forecasts to dynamically tailor personal and group schedules. In early trials, the system outperformed existing scheduling platforms by over 400% in efficiency and conflict resolution. The implications span vast sectors. Educational institutions using class scheduling software like Lunacal’s platfor…  ( 5 min )
    How to Overwrite CSS Grid Properties with JavaScript?
    When working with CSS and JavaScript, it can sometimes be tricky to modify CSS properties directly. In this blog, we'll address a common issue where you might be trying to change a CSS property like 'grid-template-columns' but are stuck due to unexpected behavior. Understanding CSS Grid Properties CSS Grid Layout is a powerful layout system that allows for complex designs. The property grid-template-columns is used to define the number and size of the columns in a grid layout. The unusual behavior you're encountering with grid-template-column stems from its singular and plural forms. The correct property to define column structure in grid layout is grid-template-columns, not grid-template-column. Understanding this distinction is crucial for successfully applying styles. Why Your Changes A…  ( 4 min )
    Understanding Android Fragmentation and Its Impact on Testers
    The term “Android fragmentation” is frequently mentioned when testing mobile apps. This phrase refers to the extensive variety of Android devices in the market, each with its distinct hardware specifications, screen sizes, and software versions. For testers, Android fragmentation poses a significant challenge that they must overcome to guarantee the compatibility and quality of mobile applications across this incredibly diverse ecosystem. This blog considers Android fragmentation and how it impacts testers. The issue of Android fragmentation is a well-known challenge faced by those working with the Android operating system. This fragmentation can be attributed to the fact that Android is available on many devices from different manufacturers, unlike its counterpart iOS which is limited to …  ( 5 min )
    Why Does SIGINT Queue Behavior in C Work This Way?
    When testing Unix signal behavior, particularly with C, you may encounter some unexpected outcomes. As you noted, when pressing Ctrl+C (which sends a SIGINT signal) multiple times in quick succession, only two signals get handled while additional signals seem to be ignored. This behavior can be perplexing to many developers. Let's dive into understanding why this happens and clarify the rules around signal queuing in Unix systems. Understanding Signals in Unix Signals are a crucial aspect of Unix operating systems that allow inter-process communication. They provide a way for processes to receive notifications about events like interrupts (e.g. SIGINT when you press Ctrl+C) or segmentation faults (e.g. SIGSEGV). In your code snippet, you've defined a handler function that gets executed on …  ( 5 min )
    🚀🧠💼The Ultimate AI & ML Career Roadmap for 2025: A Personal Journey
    Executive Summary Strategic Learning Path: Build foundations in mathematics and programming before specializing; focus on projects over theory alone Time Investment: Expect 15-20 hours weekly for 12-18 months to transition into an entry-level AI role Project-Based Learning: Create 3-5 substantial projects that demonstrate end-to-end problem-solving rather than dozens of tutorial implementations Specialization Strategy: Explore multiple subfields through small projects before committing to a specialization path Career Sustainability: Develop fundamental skills that transcend specific tools and frameworks to future-proof your career It was 2:00 AM, and I was staring at my computer screen with bloodshot eyes, surrounded by empty coffee cups. My terminal was filled with error messages I di…  ( 14 min )
    🚗 Build a Real-World Parking Management System in Angular
    Are you an Angular developer looking for a real-world project to sharpen your skills and boost your portfolio? In this step-by-step YouTube tutorial, I walk you through building a complete Parking Management System using Angular — packed with features like real-time spot reservation, live availability updates, and powerful CRUD operations. 👉 Watch the Full Tutorial on YouTube: Live Version: https://learningpartner.github.io/parking_management_system_angular 🌟 Project Overview 🎯 Key Features 🔧 Tech Stack Frontend: Angular 19+ Backend (Coming Soon): .NET Core APIs Database: SQL Server Tools Used: VS Code, Postman, Bootstrap 📌 Real-World Use Case This project simulates a real-world SaaS-based product that multiple clients can subscribe to and use to manage their parking lots. Each customer can: Set up their parking layout Monitor current availability Accept or reject reservations Analyze booking history Perfect for showcasing multi-tenancy principles and modular UI design. 👨‍💻 What You'll Learn How to build scalable components in Angular How to manage state and services efficiently Real-time data binding and conditional UI rendering How to organize a full Angular project for real-world scenarios Best practices for maintainable and readable code 🎥 Watch the Full Tutorial 💬 Let’s Connect! LinkedIn: https://www.linkedin.com/in/chetan-jogi-a87148ba WhatsApp: https://chat.whatsapp.com/HzoUm2FMQ6Z2oV2Hb9nuxQ  ( 4 min )
    Introducing a Transformative Multi-Camera Dataset for Vision AI
    Introducing a Transformative Multi-Camera Dataset for Vision AI We're proud to announce the release of our MultiScene360 Dataset - a groundbreaking real-world, multi-camera video dataset specifically designed to advance generative vision AI applications, with particularly powerful applications for 3D digital human technologies. This dataset stems from our research inspiration from the influential paper "Multi-Camera Vision for Next-Generation Generative Models" published by RecAM Master (reference paper). The work demonstrated how synchronized multi-view footage could dramatically improve neural rendering quality and spatial consistency in generated media. Creating lifelike 3D digital humans requires understanding human movement and appearance from all angles simultaneously. Our MultiSce…  ( 4 min )
    Unveiling the Zlib/Libpng License: A Deep Dive into Permissive Open Source Licensing and Fair Code
    Abstract: This post explores the Zlib/Libpng License in depth. We discuss its history, core concepts, and wide-ranging applications within the open source ecosystem. We provide a technical yet accessible analysis of its features, benefits, and challenges in today’s software development landscape. We compare it with other popular licensing models – including the MIT, Apache 2.0, and emerging blockchain-based models like the Open Compensation Token License (OCTL) – and offer insights into dual licensing strategies, developer fairness, and future innovations. The world of open source licensing is vital for software development, innovation, and collaboration. Among the many licenses available, the Zlib/Libpng License emerges as one of the most popular due to its permissive nature and clear, m…  ( 9 min )
    Can a Free WAF Really Stop Crawlers and Scanners? — See What SafeLine Does Differently
    With 16.4k+ GitHub stars, SafeLine WAF redefines how web applications defend themselves. It doesn’t just block traffic—it reshapes it. While traditional WAFs rely on static rules, SafeLine offers dynamic encryption, anti-crawler techniques, and scanner prevention, helping websites proactively defend against automated threats. SafeLine encrypts static web content (like HTML and JavaScript) dynamically. Every page load results in a uniquely obfuscated version, frustrating crawlers and replay tools. function vgo8rYXzpS() { var YIhUo91Nlh = 99.6174697329428; // Redundant logic + encrypted payload VdgkMuAloP("Z_GUlDIf7g"); } The decryption logic runs in the browser—scraping tools fail to parse or reproduce the page correctly. Python requests, Scrapy, Go HTTP clients see garbled code. Search engine scrapers or site cloners end up with unreadable or broken pages. SafeLine uses JavaScript validation and browser fingerprinting to separate bots from real users. When turned on, scanners like AWVS, Nessus, and others are blocked at the first request. Each session gets dynamic tokens embedded in request parameters. Reusing or guessing these tokens results in immediate rejection and log alerts. [WAF Log] Blocked request: /api/user?id=1' AND 1=1-- Attack Type: SQL Injection | Defense: Semantic Analysis + Token Validation Instead of relying on a rule database, SafeLine inspects the behavior and context of a request. It has successfully blocked 98% of PHP deserialization 0day payloads with a false positive rate below 0.1%. SafeLine transforms how web content is served and verified Bots and scanners are neutralized before they even reach your application Ideal for small-to-medium teams that want serious protection—without paying for an enterprise license Ready to confuse your attackers? In the next part, we’ll show how to deploy and test SafeLine in minutes—even against 30,000+ payloads. Stay tuned. 👉 Github Repo 📚 Official Docs 💬 Discord Community  ( 4 min )
    EMPTY_OBJ in Inferno.Js source code.
    In this article, we review a variable, EMPTY_OBJECT, in Inferno.js source code. I am making an attempt to understand the internals of Inferno.js and in doing so, I came across this variable shown in the below code. I use documentation as my starting point to set a direction to my research in studying a new, oss codebase. With that said, I found the below code snippet in Getting Started. import { render } from 'inferno'; const message = "Hello world"; render( , document.getElementById("app") ); I was going to study the create-inferno-app CLI but I feel like I have done enough research on this as I studied the internals of Shadcn CLI. Coming back to render method, to locate this method in the codebase, Inferno codebase is a monorepo and is managed u…  ( 4 min )
    Automatiser l'arrêt et le démarrage des EC2 avec un Cron Job
    Dans cet article, nous allons voir comment créer un script Bash qui arrête et redémarre automatiquement nos instances EC2 à l'aide d'un cron job. Ce processus est idéal pour optimiser les coûts en arrêtant les instances hors des heures de travail et en les redémarrant lorsque c'est nécessaire. Prérequis : Une instance EC2 sous Linux (Amazon Linux, Ubuntu, etc.) AWS CLI installé et configuré Accès SSH à l'instance (Nous utiliserons MobaXterm) 1. Se connecter à son instance Nous commençons par nous connecter à notre EC2 à distance avec MobaXterm via une paire de clé. 2. Créer son script Une fois connecté, créez le fichier shutdown_restart_ec2.sh et ajoutez le code suivant via nano avec la commande nano /home/ec2-user/shutdown_restart_ec2.sh : 3. Rendre le script exécutable Une fois le script créé, on lui donne les droits d'exécution avec : chmod +x /home/ec2-user/shutdown_restart_ec2.sh 4. Ajouter notre script dans un cron job Une fois les droits d'exécution accordées, nous allons ouvrir crontab pour y placer notre cron job avec la commande crontab -e . Cela ouvrira directement un éditeur de text vi/vim dans lequel nous ajouterons notre script. Pour écrire dans vi/vim, appuyez sur i pour entrer en mode --insertion. Cela fait, appuyer sur échappe pour passer en mode commande puis :wq pour sauvegarder et quitter. Après être sorti de l'éditeur, nous trouverons un message similaire qui confirme la creation de notre cron job. 5. Lister nos cron Maintenant que notre cron job a été crée, nous allons pouvoir vérifier si le service crond est actif avec systemctl status crond . Ensuite, nous allons pouvoir lister nos cron jobs avec crontab -l : Ça y est ! Nous avons fini notre tâche. Merci et à bientôt.  ( 3 min )
    How to Read a JSON File from Input in JavaScript?
    Introduction Reading a JSON file uploaded through an HTML file input can be challenging, especially if you're new to JavaScript. In this article, we will explore how to read a JSON file using JavaScript, particularly focusing on the getFile() function to handle file uploads, utilizing the FileReader API. We'll ensure that you can seamlessly extract and parse the JSON data, which is crucial for many web applications. Understanding the File Input and JSON Parsing When a user uploads a file via the file input , the JavaScript File API allows you to process that file in the browser. However, simply accessing element.files[0] gives you a File object, which does not directly contain the data itself; instead, it contains metadata about the file. To access the actual content of …  ( 4 min )
    How Code Reviews Made Me a Better Engineer
    "Great engineers write code. Exceptional engineers review it." When I first started my journey as a developer, I saw code reviews as a formality - a box to check before merging a pull request. Fast forward to today, as a Senior Software Engineer, I can confidently say that code reviews are one of the most valuable growth tools in our profession. Here’s how code reviews have shaped me into a better engineer - and how they can do the same for you. 🔍 1. I Started Thinking Like a Reviewer Writing code is one thing. Reading and reviewing someone else's code forces a different mindset - you look for: Readability Security Performance Edge cases Test coverage Over time, I began to write my own code as if I were reviewing it later. This improved my clarity, naming conventions, and modularity signi…  ( 4 min )
    Android SDK Architecture
    Android apps are built using a layered system, where each layer has a specific job.
These layers are stacked on top of each other, and they work together to help developers build apps more easily. The top layers help you design the app's look and behaviour — like buttons, screens, and how users interact with it. The middle layers help your app work with data, run business logic, and access features like internet or databases. The bottom layers handle the technical parts — like talking to the phone’s hardware, managing memory, battery, or connecting to the camera and sensors. This setup keeps everything organised and allows developers to focus on building features without needing to worry about how everything works behind the scenes. Purpose: This layer provides the essential buildi…  ( 5 min )
    earned a certification on Let's Upgrade
    refer here 👇https://github.com/24nivetha/HTML.NIVETHA/blob/main/html%2Ccss%20bootcamp.pdf  ( 2 min )
    System Design for a Scalable Web Application
    Building a web application that can handle growth while maintaining performance and reliability requires careful system design. In this post, I'll walk through the key components and considerations for designing a modern, scalable web application. Web Frontend: React, Angular, or Vue.js for dynamic UI Mobile Clients: Native apps or cross-platform frameworks like Flutter/React Native CDN: For static assets (images, JS, CSS) to reduce latency Distributes traffic across multiple servers Options: Nginx, HAProxy, or cloud load balancers (AWS ALB, GCP LB) Can implement round-robin, least connections, or IP hash algorithms Handles HTTP requests and serves responses Popular choices: Node.js, Django, Ruby on Rails, Spring Boot Stateless design for horizontal scaling Business logic processing Micros…  ( 4 min )
    How to Fix Dependency Conflicts When Installing XLS in Angular?
    Introduction Are you facing issues while trying to install the xlsx package in your Angular 7 project? You're not alone! It can be frustrating to encounter dependency conflicts, especially when wanting to implement Excel download functionality. In this article, we'll address the common errors associated with installing xlsx in Angular projects and provide a step-by-step guide to help you resolve these issues effectively. Understanding the Problem The error you're experiencing when installing xlsx revolves around peer dependency conflicts. Specifically, the @angular/material-moment-adapter@8.2.3 package requires a version of @angular/core that is incompatible with the version specified in your package.json. This type of issue is common in JavaScript projects, especially when working with pa…  ( 4 min )
    Google Agent Development Kit (ADK) Introduction (4): Google ADK and A2A vs MCP and Traditional APIs
    At this stage in my learning, I've paused to reconsider the development differences between the A2A model and the MCP/traditional API models based on experiences from several projects above. In 2025, Google launched the Agent Development Kit (ADK), an open-source Python toolkit aimed at simplifying AI agent development. ADK emphasizes modularity and flexibility, allowing developers to build agents with memory, tool access, and coordination features. It integrates well with Google services (e.g., Vertex AI, Gemini) but also supports external models and tools. The Agent-to-Agent (A2A) protocol, also by Google, standardizes communication between agents. Each agent exposes a /run endpoint and metadata, enabling other agents or systems to send requests and receive responses. A2A solves the inte…  ( 6 min )
    Unveiling the Unicode License: A Holistic Exploration of Open Source and Fair Code Licensing
    Abstract: This post provides an in‐depth examination of the Unicode License—a legal framework crafted to support global text processing and fair collaboration in open source software. We cover its background, core features, key applications, technical challenges, and future innovations. In doing so, we compare it to other popular licenses, highlight dual licensing strategies, and offer practical examples. Hyperlinks to relevant resources such as the Original Article, FSF Twitter, and GNU GPL are interwoven throughout. This content is designed in a digestible technical style to aid developers, legal enthusiasts, and open source advocates in understanding the evolving licensing ecosystem. The Unicode License has emerged as a balanced legal instrument in the world of open source and fair cod…  ( 8 min )
    [Boost]
    A Simple Framework for Designing User Interfaces (for Solo Devs & Small Teams) Shayan ・ May 12 #webdev #programming #javascript #beginners  ( 2 min )
    How to Use View Transition API in Angular for Partial Animations?
    Introduction Animating your Angular application can greatly enhance user experience. Utilizing Web APIs like the View Transition API offers dynamic animations when transitioning between different states in your application. You specifically want to animate parts of your Angular application such as a sidebar menu, which requires integrating the View Transition API effectively. Why Should You Use the View Transition API? The View Transition API allows developers to create smooth transitions between different views in a web application. This helps to improve user engagement by providing visual feedback during state changes. In your scenario, you want to animate the transition when users select a food category to filter products. This partial animation enhances the user experience without over…  ( 4 min )
    Unveiling Standard ML of New Jersey License: A Comprehensive Look at Fair Code Sustainability in Open Source
    Abstract This post provides a deep dive into the Standard ML of New Jersey License (SMLNJ License). We explore its background, core concepts, practical use cases, and challenges while drawing links with broader trends in open source licensing. In addition, the post examines the relevance of community-driven fair code licenses to ensure developer compensation, sustainability, and legal clarity. Comparisons with modern alternatives such as blockchain-enabled licensing models (e.g., OCTL) and insights from relevant discussions on platforms like Hacker News and Stack Overflow are presented. Finally, we outline future innovations and trends that may shape open source sustainability. In today’s rapidly evolving software landscape, licensing models that promote fairness and sustainability for d…  ( 8 min )
    AWS Cost Optimization with Spot Instances: The Ultimate Guide to Saving Big
    In today's fast-moving digital landscape, optimizing cloud costs is a top priority for businesses using Amazon Web Services (AWS). Spot Instances offer a powerful way to cut expenses by tapping into unused EC2 capacity at steep discounts—often up to 90% off on-demand pricing. However, their ephemeral nature and market-driven pricing require a strategic approach. This article explores how Spot Instances can transform AWS cost optimization, helping organizations scale efficiently while keeping budgets under control. AWS offers flexible and scalable cloud computing, and Spot Instances are one of the most cost-effective options. They allow users to access unused EC2 capacity at significantly lower prices — up to 90% cheaper than On-Demand instances. Spot pricing is determined dynamically based…  ( 6 min )
    🚀 Building a .NET Web Application with AWS Textract and Comprehend for Intelligent Document Processing
    In today’s digital-first world, automating document processing is a game-changer. Whether it’s invoices, receipts, or forms—extracting and analyzing structured data from unstructured content can save countless hours. In this post, we'll walk through how to build a .NET Core MVC web application that leverages AWS Textract, a powerful OCR (Optical Character Recognition) service, and AWS Comprehend, a Natural Language Processing (NLP) service, to extract and analyze text from documents. 📊 Why AWS Textract & AWS Comprehend? AWS Textract goes beyond simple OCR. It can: Detect printed text, handwriting, tables, and forms. Extract structured data from documents. Work with PDFs and images. AWS Comprehend allows you to: Analyze text for sentiment, key phrases, and named entities. Detect the domina…  ( 4 min )
    A beginner's guide to the Hyper-Flux-16step model by Bytedance on Replicate
    This is a simplified guide to an AI model called Hyper-Flux-16step maintained by Bytedance. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. hyper-flux-16step is a text-to-image generation model developed by ByteDance, the parent company of TikTok. Similar to other ByteDance AI models like SDXL-Lightning 4-step and Hyper FLUX 8-step, hyper-flux-16step is capable of generating high-quality images from text prompts. It is a 16-step variant of the Hyper FLUX model, which may offer improved performance or capabilities compared to the 8-step version. hyper-flux-16step takes a variety of inputs to control the image generation process, including the text prompt, image size and aspect ratio, seed for reproducibility, and settings like guidance scale and inference steps. The model outputs one or more image files in the WebP format, which can then be used or further processed as needed. Prompt: The text prompt that describes the desired image Seed: A random seed value for reproducible generation Width/Height: Dimensions of the generated image (when using custom aspect ratio) Aspect Ratio: Aspect ratio of the generated image (e.g. 1:1, 16:9) Num Outputs: Number of images to generate per prompt Guidance Scale: Strength of the text guidance during the diffusion process Num Inference Steps: Number of steps in the diffusion process Image(s): One or more image files in the WebP format hyper-flux-16step can generate a wid... Click here to read the full guide to Hyper-Flux-16step  ( 3 min )
    Unveiling OpenLDAP Public License: A Comprehensive Analysis and Future Outlook
    Abstract: This post provides an in‐depth exploration of the OpenLDAP Public License, an influential open source licensing model that balances innovation, legal protection, and developer fairness. We discuss its origins, core features, applications, challenges, and future trends. Along the way, we compare it with other models like the MIT License and Apache License 2.0, while also evaluating emerging blockchain‐enabled alternatives such as the OCTL. With detailed tables, bullet lists, and curated external links, we offer a holistic perspective for developers, legal experts, and technical enthusiasts seeking to understand and navigate open source licensing in today's rapidly evolving technology landscape. The OpenLDAP Public License occupies a unique niche in the open source community. Its …  ( 8 min )
    Backend'in Derinliklerinde: Veri Tabanı Optimizasyonu
    Veri, günümüz dünyasında birçok sektör için kritik öneme sahip bir varlık haline geldi. Uygulamalarımızın performansı ve genel kullanıcı deneyimi, verilerin nasıl yönetildiğine ve optimize edildiğine bağlıdır. Veri tabanı optimizasyonu, arka uç geliştiriciler için temel bir beceridir ve uygulamalarımızın ölçeklenebilirlik, hız ve verimlilik ihtiyaçlarını karşılamasını sağlar. Veri tabanlarının performansını optimize etmek, özellikle büyük veri kümeleriyle veya yüksek trafikli uygulamalarla çalışırken, arka uç geliştirme sürecinin ayrılmaz bir parçasıdır. Veri tabanı optimizasyonu, verileri verimli bir şekilde depolamak, almak ve manipüle etmek için çeşitli teknikleri ve stratejileri içerir. Bu, sorgu iyileştirmelerinden, dizin yönetimine, veritabanı şema tasarımından, sunucu yapılandırması…  ( 5 min )
    How to Fix PydanticSchemaGenerationError with Nested DefaultDict in Python?
    In this article, we’re going to explore the PydanticSchemaGenerationError that can occur during the runtime when using nested defaultdict types in Pydantic models. We'll understand why this error arises and provide you with a step-by-step solution to resolve it effectively. Understanding the Error When working with Pydantic, type validation and schema generation are crucial components that allow for rigorous data management and error handling. The error message you encountered: pydantic.errors.PydanticSchemaGenerationError: Unable to infer a default factory for keys of type . Only str, int, bool, list, dict, frozenset, tuple, float, set are supported, other types require an explicit default factory set using `DefaultDict[..., Annotated[..., Field(default_factory=...)].` indi…  ( 4 min )
    Should you disclose your AI usage during interviews? Or keep it a secret?
    Okay, that's a nuanced one! Gotta think strategically about this. Let's break it down. Lean towards saying it, but frame it right. Don't just drop, "Oh yeah, I use AI". That's lazy. You frame it like this: As a programmer, my goal is to deliver maximum impact and solve problems as efficiently as possible. I use AI tools not to replace my skills or thinking, but to amplify them. For example, I use AI for boilerplate code generation, identifying potential bugs faster, or exploring different architectural patterns quickly. This allows me to free up mental energy and time to focus on the complex challenges with more creativity. It makes me faster, more thorough, and more effective. See the difference? You're not saying "AI does the work for me." You're saying "I am a pragmatic programmer who understands how to use the best tools available to be significantly more productive and focus on the harder problems." Now, yeah, there's a risk you hit an interviewer who is completely anti-AI or doesn't get it. But honestly? Show them you're not just good at coding; you're good at engineering SOLUTIONS efficiently in the current landscape. So, don't keep it a secret out of fear. Be transparent, but be strategic in how you communicate the value and the leverage you gain from it.  ( 3 min )
    Are we writing code to show off, or to make things work? 🤔 In the age of Copilot and AI, simplicity isn't just a preference. Clean, clear code helps humans and machines work better. 🧠 Write less. Think more. Let simplicity lead.
    The Case for Code Simplicity in the Age of AI ujjavala ・ May 14 #githubcopilot #vibecoding #cleancode #ai  ( 3 min )
    Envoie des performances d'un système linux par mail avec python et crontab. Tuto rapide!
    Automatiser la surveillance de la charge d’un système est crucial, notamment sur les serveurs. Dans ce tutoriel, nous allons créer un script Python pour collecter des informations système (CPU, RAM, disque), les formater, et les envoyer par email automatiquement à intervalles réguliers grâce à crontab. #Étape 1 : Le script Python import os import smtplib from email.mime.text import MIMEText from email.mime.multipart import MIMEMultipart from monitor import get_system_performance # Informations de l'expéditeur smtp_server = "smtp.gmail.com" smtp_port = 587 sender_email = os.getenv("SENDER_EMAIL") app_password = os.getenv("APP_PASSWORD") # Informations du destinataire receiver_email = "sysadmin_entreprise4@mtech.org" subject = "Performances système" # Récupérer les performances système system_performance = get_system_performance() # Création du message msg = MIMEMultipart() msg["From"] = sender_email msg["To"] = receiver_email msg["Subject"] = subject msg.attach(MIMEText(system_performance, "plain")) try: # Connexion au serveur SMTP server = smtplib.SMTP(smtp_server, smtp_port) server.starttls() # Sécurisation de la connexion server.login(sender_email, app_password) # Envoi de l'e-mail server.send_message(msg) print("E-mail envoyé avec succès !") except Exception as e: print("Erreur lors de l'envoi de l'e-mail :", e) finally: server.quit() Étape 3 : Automatiser avec crontab crontab -e SENDER_EMAIL="votre_email@gmail.com" APP_PASSWORD="votre_mot_de_passe_application" 0 */1 * * * /usr/bin/python3 /home/utilisateur/rapport_sys.py >> /home/utilisateur/cron.log 2>&1 python3 /home/utilisateur/rapport_sys.py Grâce à Python et crontab, vous avez désormais un système autonome de surveillance qui vous informe par mail de l’état de votre machine Linux. C’est une solution légère, personnalisable, et idéale pour les serveurs personnels ou de production. A la prochaine pour un nouveau tuto rapide!  ( 3 min )
    Unveiling the Netscape Public License – A Comprehensive Exploration and Review
    Abstract In this post, we explore the Netscape Public License (NPL) in depth. We discuss its background, how it has influenced the open source and fair code ecosystem, and review its core concepts, benefits, challenges, and future outlook. Using clear language, bullet lists, tables, and carefully woven hyperlinks, this article provides developers and technology enthusiasts with a technical yet accessible guide to understanding the NPL and its legacy. The Netscape Public License (NPL) is a pioneering open source license that emerged in the mid-1990s and profoundly shaped software collaboration models. As a historical benchmark within the open source and fair code domain, the NPL was designed to balance community collaboration with necessary legal protections for proprietary code. Not only …  ( 8 min )
    Day 4/200 (Full stack)
    Today's progress: -one step at a time. Here's the detailed breakdown. HTML lists: So, HTML lists are used to create a list in HTML. There are three types of lists in HTML: Unordered list apple Banana pineapple apple Banana pineapple apple: apple is a fruits. **** HTML tables: HTML tables are used to create tables. We have all seen some tabular data in our lives, so we can create any type of format from HTML tables. Html tables Name class Munin 12th standard thanks Html forms Name  ( 3 min )
    Working with PostgreSQL through DBeaver: A tutorial
    PostgreSQL is one of the most advanced open-source databases, making it popular DB with Data Analysts and Data Engineers. To get the Postgres, Go to https://www.postgresql.org/download/. Select the suitable installer and download it and follow the installation instructions Why DBeaver? https://dbeaver.io/download/ Fun Fact: The data is also available in PostgreSQL in your computer and you can access it using same DB name/tables like one below:  ( 4 min )
    Enterprise Low-Code Development? Power Apps vs NocoBase In-Depth Comparison
    Originally published at https://www.nocobase.com/en/blog/nocobase-vs-powerapps. When businesses begin building internal systems, Power Apps often comes to mind first for IT teams. Leveraging the Microsoft ecosystem, its powerful features and rich components have brought rapid development convenience to many. As a Microsoft-backed enterprise-grade low-code platform, it not only deeply integrates with products like Microsoft 365, SharePoint, and Teams but also boasts robust data modeling capabilities and an extensive component ecosystem. Relying on Microsoft's long-established Azure cloud services, Power Apps has enabled numerous organizations to achieve rapid development and efficient integration. However, as usage deepens, more and more teams encounter practical challenges: rising costs w…  ( 17 min )
    Complete Overview of Generative & Predictive AI for Application Security
    Machine intelligence is redefining application security (AppSec) by enabling heightened weakness identification, automated assessments, and even self-directed attack surface scanning. This article offers an thorough discussion on how machine learning and AI-driven solutions are being applied in AppSec, written for security professionals and decision-makers in tandem. We’ll examine the development of AI for security testing, its present capabilities, limitations, the rise of agent-based AI systems, and future directions. Let’s begin our analysis through the past, present, and coming era of AI-driven AppSec defenses. History and Development of AI in AppSec Initial Steps Toward Automated AppSec Growth of Machine-Learning Security Tools A major concept that emerged was the Code Property Gr…  ( 11 min )
  • Open

    A leap year check in three instructions
    Comments  ( 11 min )
    Initialization in C++ is bonkers (2017)
    Comments  ( 6 min )
    Tek – a music making program for 24-bit Unicode terminals
    Comments  ( 3 min )
    Old and Small Technology
    Comments  ( 4 min )
    The Unreasonable Effectiveness of an LLM Agent Loop with Tool Use
    Comments  ( 2 min )
    Refactoring Clojure
    Comments  ( 5 min )
    The current state of TLA⁺ development
    Comments  ( 11 min )
    Windsurf SWE-1: Our First Frontier Models
    Comments  ( 11 min )
    Dr. Dobb's Journal Interviews Jef Raskin (1986)
    Comments
    New paradigm for psychology just dropped
    Comments  ( 46 min )
    Harvard Law Paid $27 for a Copy of Magna Carta. It's an Original
    Comments
    Improving Naval Ship Acquisition
    Comments  ( 28 min )
    Baby Is Healed with First Personalized Gene-Editing Treatment
    Comments
    Stop using REST for state synchronization (2024)
    Comments  ( 5 min )
    Popcorn: Run Elixir in WASM
    Comments  ( 6 min )
    The Joys of Discovering the Roman Underground
    Comments  ( 20 min )
    Fetii (YC S22) Is Hiring
    Comments  ( 5 min )
    Onfim's world: Child artists in history
    Comments
    Researchers establish fundamental limit on how light bosonic dark matter can be
    Comments  ( 10 min )
    Gateway Books: The lessons of a defunct canon
    Comments  ( 28 min )
    Launch HN: Tinfoil (YC X25): Verifiable Privacy for Cloud AI
    Comments  ( 3 min )
    I Don't Like NumPy
    Comments  ( 13 min )
    Walmart Is Preparing to Welcome Its Next Customer: The AI Shopping Agent
    Comments
    Coinbase says hackers bribed staff to steal customer data, demanding $20M ransom
    Comments  ( 88 min )
    Show HN: Undetectag, track stolen items with AirTag
    Comments  ( 8 min )
    Model Organisms Are Not Static
    Comments  ( 20 min )
    I've never been so conflicted about a technology
    Comments  ( 3 min )
    An Update on Fresh
    Comments  ( 5 min )
    Wavelet Trees: An Introduction (2011)
    Comments  ( 10 min )
    ARB Assembly Shader Programming (2023)
    Comments  ( 14 min )
    California sent residents' personal health data to LinkedIn
    Comments  ( 8 min )
    Demystifying Ruby (1/3): It's all about threads
    Comments  ( 7 min )
    How we made billing backendless
    Comments  ( 13 min )
    A Tiny Boltzmann Machine
    Comments  ( 10 min )
    Show HN: Min.js style compression of tech docs for LLM context
    Comments  ( 28 min )
    Show HN: Real-Time Gaussian Splatting
    Comments  ( 5 min )
    Forget IPs: using cryptography to verify bot and agent traffic
    Comments  ( 10 min )
    Malicious compliance by booking an available meeting room
    Comments  ( 8 min )
    My Engineering Craft Regressed
    Comments  ( 5 min )
    Show HN: A free AI risk assessment tool for LLM applications
    Comments
    CarPlay Ultra, the next generation of CarPlay, begins rolling out today
    Comments  ( 17 min )
    Pathfinding
    Comments
    CFPB Kills Rule to Shield Americans from Data Brokers
    Comments  ( 88 min )
    They Paid $3,500 for Apple's Vision Pro. A Year Later, It Still Hurts
    Comments
    PermitFlow (YC W22) Is Hiring Senior/Staff Engineers in NYC
    Comments  ( 2 min )
    In the US, a rotating detonation rocket engine takes flight
    Comments  ( 7 min )
    Japan's IC cards are weird and wonderful
    Comments  ( 6 min )
    Show HN: Kudos.wiki – Discover the best movies on Wikipedia
    Comments  ( 2 min )
    The 'invisible crew' who have 35 seconds to prevent a Eurovision blunder
    Comments  ( 26 min )
    Tiptap (YC S23) Is Hiring
    Comments  ( 8 min )
    EU ruling: tracking-based advertising [...] across Europe has no legal basis
    Comments  ( 6 min )
    Critical Warning for External Purchases in Apple App Store
    Comments  ( 3 min )
    Bitwarden registration flow failed – so I wrote a stand-up comedy set instead
    Comments  ( 7 min )
    EA Pushes Full Return to Office, Effectively Ends Remote Hiring
    Comments  ( 28 min )
    Moving Forth: a series on writing Forth kernels
    Comments  ( 2 min )
    Hunting extreme microbes that redefine the limits of life
    Comments  ( 11 min )
    Human
    Comments  ( 25 min )
    LLMs Get Lost in Multi-Turn Conversation
    Comments  ( 2 min )
    MicroPython v1.25.0
    Comments  ( 20 min )
    AI is like hyperprocessed foods for learning
    Comments  ( 73 min )
    Show HN: YapCards (iOS) – Voice-driven flashcards with AI feedback
    Comments  ( 2 min )
    Why agency and cognition are fundamentally not computational
    Comments  ( 199 min )
  • Open

    This baby boy was treated with the first personalized gene-editing drug
    Doctors say they constructed a bespoke gene-editing treatment in less than seven months and used it to treat a baby with a deadly metabolic condition. The rapid-fire attempt to rewrite the child’s DNA marks the first time gene editing has been tailored to treat a single individual, according to a report published in the New…  ( 21 min )
    The Download: Montana’s experimental treatments, and Google DeepMind’s new AI agent
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. The first US hub for experimental medical treatments is coming The news: A bill that allows clinics to sell unproven treatments has been passed in Montana. Under the legislation, doctors can apply for…  ( 22 min )
    How US research cuts are threatening crucial climate data
    Over the last few months, and especially the last few weeks, there’s been an explosion of news about proposed budget cuts to science in the US. One trend I’ve noticed: Researchers and civil servants are sounding the alarm that those cuts mean we might lose key data that helps us understand our world and how…  ( 20 min )
  • Open

    Lenovo Launches New Legion Pro Laptops In Malaysia
    Lenovo officially announced that its latest Legion Pro gaming laptops are now available in Malaysia. These include the new Legion Pro 7i and Pro 5i. In terms of processor, both the Pro 7i and Pro 5i both ship out with the Intel Core Ultra 9 275HX, while the laptop GPU can go up to an […] The post Lenovo Launches New Legion Pro Laptops In Malaysia appeared first on Lowyat.NET.  ( 16 min )
    Honda Malaysia President: EV CKD Incentives Crucial
    Honda Malaysia launched the e:N1 BEV today and the automaker also confirmed that there would not be a locally assembled (CKD) unit of the car in the nearest future. The reason for this is due to the government’s decision to only extend the tax exemption for CKD EVs to 2027. This policy has raised many […] The post Honda Malaysia President: EV CKD Incentives Crucial appeared first on Lowyat.NET.  ( 16 min )
    Proton Launches Xchange Programme For 15-Year-Old Vehicles
    National car maker, Proton, has launched the Proton Xchange Programme in collaboration with Car Medic Sdn. Bhd. This programme allows car owners who possess cars aged 15 years that are deemed “unroadworthy” to be traded in for a new model from the automaker, including its e.MAS7 EV. Proton has dedicated RM4.8 million for the programme, […] The post Proton Launches Xchange Programme For 15-Year-Old Vehicles appeared first on Lowyat.NET.  ( 16 min )
    Asus Launches New MD101 Fragrance Mouse And KW100 Marshmallow Keyboard
    Remember the aromatherapy mouse Asus announced earlier this year? The accessory, also known as the MD101 Fragrance Mouse, will be arriving at all authorised Asus resellers, starting from this June. The mouse will retail at RM169 and be available in two different colour options: Iridescent White and Rose Clay. An optical mouse, it has a […] The post Asus Launches New MD101 Fragrance Mouse And KW100 Marshmallow Keyboard appeared first on Lowyat.NET.  ( 16 min )
    Apple May Make Bezel-Less 20th Anniversary iPhone
    In preparation for the 20th anniversary since its first release of the iPhone, Apple is planning to launch a redesigned model in 2027. As per a machine translation of a report by ETNews, the upcoming phone may feature a full screen without a bezel, and a display that is curved on all four edges. According […] The post Apple May Make Bezel-Less 20th Anniversary iPhone appeared first on Lowyat.NET.  ( 16 min )
    MediaTek Officially Launches Dimensity 9400e Chipset
    The current batch of flagship MediaTek mobile chipsets include the base Dimensity 9400 as well as a Plus variant. But it looks like the company is adding one more variant that sits below the existing two in terms of raw number-crunching performance, called the Dimensity 9400e. As with the other variants, the MediaTek Dimensity 9400e […] The post MediaTek Officially Launches Dimensity 9400e Chipset appeared first on Lowyat.NET.  ( 16 min )
    Android 16 To Get Upgraded Theft Protection
    Google is updating Android’s Factory Reset Protection (FRP) feature to render stolen or lost devices practically unusable as a deterrent against thieves. The updated feature was showcased in a preview of Android 16 and Wear OS 6 earlier this week, and will block all functionalities on stolen devices. FRP has been a feature for Android […] The post Android 16 To Get Upgraded Theft Protection appeared first on Lowyat.NET.  ( 16 min )
    Maxim Responds to APAD Directive; Assures Continued Service
    Maxim has issued a formal statement in response to the Land Public Transport Agency (APAD)’s recent directive ordering the e-hailing platform, alongside inDrive, to halt operations in Malaysia starting 24 July 2025. The company says it is currently engaging with the relevant authorities to resolve the matter and clarify its position, while continuing operations nationwide. […] The post Maxim Responds to APAD Directive; Assures Continued Service appeared first on Lowyat.NET.  ( 16 min )
    Apple visionOS 3 May Allow Eye-Controlled App Scrolling
    Apple is apparently planning to implement an eye-tracking ability for navigating its Vision Pro headset. Via a report on Bloomberg, Mark Gurman states that the upcoming technology will enable users to scroll through their apps and software using their eyes alone. Citing “people with knowledge of the matter”, Gurman states that Apple is currently testing […] The post Apple visionOS 3 May Allow Eye-Controlled App Scrolling appeared first on Lowyat.NET.  ( 15 min )
    Amazfit Balance 2 Goes Official With AMOLED Display, Longer Battery Life
    Amazfit has launched yet another smartwatch in China dubbed the Balance 2, succeeding the original Balance from 2023. It looks similar to its predecessor from the outside, but it actually comes with several upgrades internally, including a significantly longer battery life, more durability, and improved health sensors. The Balance 2 sports the same 1.5-inch AMOLED […] The post Amazfit Balance 2 Goes Official With AMOLED Display, Longer Battery Life appeared first on Lowyat.NET.  ( 15 min )
    Honda e:N1 BEV Launches In Malaysia; Priced At RM149,000
    After much teasing, Honda Malaysia finally launched its first ever battery electric vehicle (BEV), the e:N1, for a price tag of RM149,900. Locally, it is offered in a single configuration, available in Platimum White Pear, Aqua Topaz Metallic and Urban Grey Pearl colour options. The e:n1, which is based on Honda’s e:N Architecture F platform, […] The post Honda e:N1 BEV Launches In Malaysia; Priced At RM149,000 appeared first on Lowyat.NET.  ( 17 min )
    YouTube Will Use Gemini To Place Ads In Videos
    YouTube has announced that it is introducing a new feature that allows advertisers to use Google’s Gemini AI to determine ad placements in videos. The new ad format, called Peak Points, was revealed during the company’s Upfront presentation at its YouTube Brandcast event. The way Peak Points works is by using Gemini to analyse videos […] The post YouTube Will Use Gemini To Place Ads In Videos appeared first on Lowyat.NET.  ( 16 min )
    Microsoft 365 To Be Supported On Windows 10 Until October 2028
    Earlier in the year, Microsoft said that it would end support for Office apps and the Microsoft 365 Suite for Windows 10 on 14 October if this year. It seems like there has been a change of heart, as the company now says that support has been extended to October of 2028 instead. The initial […] The post Microsoft 365 To Be Supported On Windows 10 Until October 2028 appeared first on Lowyat.NET.  ( 16 min )
    OPPO Reno14 Series Leak, Launching In China On 15 May
    OPPO has revealed via Weibo that it will be launching its Reno14 series in China, on 15 May at 4:00pm local time. This will succeed the previous Reno13 series, which was released late last year and received a Malaysian launch just a few months ago. A machine translation of its posts indicate that the Reno14 […] The post OPPO Reno14 Series Leak, Launching In China On 15 May appeared first on Lowyat.NET.  ( 16 min )
    vivo X200 FE Arrives On SIRIM; Local Launch Imminent
    vivo is said to be prepping to launch a new model for its flagship X200 series called the X200 FE. While details of the phone are still being kept under wraps, the upcoming device has recently made its way to the SIRIM database, signalling its imminent arrival in Malaysia. The X200 FE was listed on […] The post vivo X200 FE Arrives On SIRIM; Local Launch Imminent appeared first on Lowyat.NET.  ( 15 min )
    Nintendo Shares Official Switch 2 Tech Specs
    When the Nintendo Switch 2 got its full reveal back in April, most of the relevant bits of its spec sheet was also revealed. But for those looking to the full list, the company has left us waiting. I’d say the wait ends now, as the brand has just put up the upcoming handheld console […] The post Nintendo Shares Official Switch 2 Tech Specs appeared first on Lowyat.NET.  ( 17 min )
    OPPO Pad SE Goes Official In Malaysia At RM699
    OPPO has officially announced the arrival of its new affordable tablet, the Pad SE. The tablet gets a budget-friendly price tag but still comes with some impressive specs, including a large battery and on the software side, it ships with Google Gemini. The Pad SE sports an 11-inch 1920×1200 LCD display with a 90Hz refresh […] The post OPPO Pad SE Goes Official In Malaysia At RM699 appeared first on Lowyat.NET.  ( 15 min )
    OpenAI Rolls Out GPT-4.1 To Paid ChatGPT Users
    OpenAI has announced the release of its newer GPT-4.1 model, which is now available to all paying ChatGPT users. Starting today, subscribers on ChatGPT Plus, Pro and Team plans will gain access to it, which can be selected via the “more models” dropdown menu. Enterprise and Edu subscribers, however, will have to wait a few […] The post OpenAI Rolls Out GPT-4.1 To Paid ChatGPT Users appeared first on Lowyat.NET.  ( 16 min )
    Hacker Claims Steam Database Breach; Valve Denies Attack
    Valve has issued a statement addressing reports of a recent leak involving old text messages sent to Steam users, clarifying that its own systems were not breached. The clarification follows growing speculation about the source of the leaked data, which included SMS messages containing one-time passcodes and associated phone numbers. News of the leak surfaced […] The post Hacker Claims Steam Database Breach; Valve Denies Attack appeared first on Lowyat.NET.  ( 17 min )
    Streaming Service Max Rebrands Itself To HBO Max… Again
    Warner Bros. Discovery (WBD) has announced that it is rebranding its streaming service, Max, to HBO Max. If the name sounds familiar, it’s because that was what the platform was originally called when it launched in the US in 2020, back when WBD was just WarnerMedia. Of course, it is also not to be confused […] The post Streaming Service Max Rebrands Itself To HBO Max… Again appeared first on Lowyat.NET.  ( 16 min )
    Some AMD Ryzen 9000 Series CPUs Allegedly Suffering The Same Fate As Intel’s 13th, 14th Gen CPUs
    It’s been well over a year since the dreaded voltage spike issue plagued Intel’s top-tier 13th and 14th Gen Core i9 processors and caused irreversible damage pre-BIOS patch. And just when we thought we’d heard the last of it, one YouTuber is claiming that the problem has returned, this time for AMD’s Ryzen 9000 Series […] The post Some AMD Ryzen 9000 Series CPUs Allegedly Suffering The Same Fate As Intel’s 13th, 14th Gen CPUs appeared first on Lowyat.NET.  ( 17 min )

  • Open

    OpenAI brings GPT-4.1 and 4.1 mini to ChatGPT — what enterprises should know
    As OpenAI continues to evolve its model offerings, GPT-4.1 represents a step forward in democratizing advanced AI for enterprise environments  ( 9 min )
    Darkness rising — The hidden dangers of AI sycophancy and dark patterns
    Without a strong push from AI companies to combat sycophancy and other dark patterns, the default trajectory is more engagement optimization, more manipulation and fewer checks.  ( 10 min )
    Elon Musk’s Grok AI is spamming X users about South African race relations now, for some reason
    Grok was caught earlier this year censoring results critical of President Trump and Musk himself, sowing more doubt of its factual integrity.  ( 8 min )
    Meet AlphaEvolve, the Google AI that writes its own code—and just saved millions in computing costs
    Google DeepMind's AlphaEvolve AI system breaks a 56-year-old mathematical record by discovering a more efficient matrix multiplication algorithm that had eluded human mathematicians since Strassen's 1969 breakthrough.  ( 8 min )
    Patronus AI debuts Percival to help enterprises monitor failing AI agents at scale
    Patronus AI introduces Percival, a real-time monitoring platform that helps enterprises detect, debug, and prevent failures in autonomous AI agents to improve reliability, safety, and scalability.  ( 7 min )
    The VentureBeat AI survey is back: Are you ready for the agentic AI future?
    AI is a critical competitive advantage — and it’s time to find out how your company stacks up. The annual VentureBeat AI survey is back. The survey is brought to you by ActiveFence, a leader in expert-driven gen AI safety and security solutions, and returns alongside Transform 2025 in SF this June 24 and 25. […]  ( 5 min )
  • Open

    Copaganda: How Police and the Media Manipulate Our News
    Comments  ( 76 min )
    LLMs Are Making Me Dumber
    Comments  ( 6 min )
    José Mujica has died
    Comments  ( 24 min )
    Migrating to Postgres
    Comments
    StackAI (YC W23) Is Hiring Pydantic and FastAPI Wizard
    Comments  ( 5 min )
    The Scalar Select Anti-Pattern
    Comments  ( 3 min )
    Show HN: Semantic Calculator (King-Man+woman=?)
    Comments
    Show HN: Muscle-Mem, a behavior cache for AI agents
    Comments  ( 13 min )
    The Perverse Incentives of Vibe Coding
    Comments
    David Hilbert's radio address (2014)
    Comments  ( 5 min )
    Various Things in MetaPost (2019)
    Comments  ( 18 min )
    The Pigeon Whistle: A Defining Sound of Old Beijing (2019)
    Comments  ( 10 min )
    Beyond the Wrist: Debugging RSI
    Comments  ( 9 min )
    Smalltalk-78 Xerox NoteTaker in-browser emulator
    Comments  ( 485 min )
    Artie (YC S23) Is Hiring a Senior Product Marketing Manager (SF)
    Comments  ( 4 min )
    Our Narrative Prison
    Comments  ( 43 min )
    Ask HN: How are you cleaning and transforming data before imports/uploads?
    Comments  ( 3 min )
    Launch HN: Jazzberry (YC X25) – AI agent for finding bugs
    Comments  ( 2 min )
    The Server That Wasn't Meant to Exist
    Comments  ( 7 min )
    DeepMind unveils 'spectacular' general-purpose science AI
    Comments  ( 11 min )
    Uber to introduce fixed-route shuttles in major US cities designed for commuters
    Comments  ( 12 min )
    Show HN: Lumier – Run macOS VMs in a Docker
    Comments  ( 12 min )
    Show HN: CSV GB+ by Data.olllo – Open and Process CSVs Locally
    Comments  ( 23 min )
    AlphaEvolve: A Gemini-powered coding agent for designing advanced algorithms
    Comments  ( 7 min )
    Coding agent in 94 lines of Ruby
    Comments  ( 10 min )
    SMS 2FA is not just insecure, it's also hostile to mountain people
    Comments  ( 4 min )
    The U.S. Nuclear Base Hidden Under Greenland's Ice for Decades
    Comments
    How the Economics of Multitenancy Work
    Comments  ( 7 min )
    The A.I. Radiologist Will Not Be with You Soon
    Comments
    What Is HDR, Anyway?
    Comments  ( 14 min )
    E-COM: The time the USPS spent $40M subsidizing junk (e)mail
    Comments  ( 14 min )
    FlowG – Distributed Systems without raft (part 2)
    Comments
    The Cryptography Behind Passkeys
    Comments  ( 9 min )
    Show HN: acmsg (automated commit message generator)
    Comments  ( 7 min )
    Show HN: Easel – Code multiplayer games like singleplayer
    Comments  ( 3 min )
    Databricks to Buy Startup Neon for $1B
    Comments
    UK's Ancient Tree Inventory
    Comments  ( 2 min )
    Databricks and Neon
    Comments  ( 34 min )
    $20K Bounty Offered for Optimizing Rust Code in Rav1d AV1 Decoder
    Comments  ( 2 min )
    New high-quality hash measures 71GB/s on M4
    Comments  ( 6 min )
    How to Build a Smartwatch: Picking a Chip
    Comments  ( 7 min )
    Raycast (YC W20) Is Hiring AI Engineer (Remote, UTC ± 3h)
    Comments
    Show HN: Sam TTS – Recreates the classic Microsoft SAM voice in the browser
    Comments  ( 11 min )
    Don't use Wise. They can lock your account at any time. We're down $60k
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    How can traditional British TV survive the US streaming giants
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  • Open

    CLion agora é gratuito!
    O CLion é um IDE C e C++ para macOS, Windows e GNU/LInux integrado ao sistema de compilação CMake. A versão inicial oferece suporte aos compiladores GNU Compiler Collection (GCC) e Clang e ao depurador GDB, LLDB e Google Test. Postagem da JetBrains anunciando que o CLion agora é free para uso não comercial Download Guia/Documentação para o CLion 👑 Aprenda a criar sua própria linguagem de programação: https://terminalroot.com.br/mylang ✅ Aprenda Criação de Games com C++ e SFML: https://terminalroot.com.br/sfml ✅ Pacote Promocional C++: https://terminalroot.com.br/promo ✅ Aprenda C++ e Qt: https://terminalroot.com.br/cpp ✅ Conheça nossos Cursos: https://bit.ly/CursosTerminalRoot 🎁 Todos os Cursos na Udemy: https://bit.ly/UdemyTerminalRoot  ( 3 min )
    AI as Exploit: The Weaponization of Perception and Authority
    Abstract This whitepaper explores a growing and underexamined threat: the intentional framing of artificial intelligence as a sentient or autonomous entity. This framing—whether through media, corporate messaging, or staged interactions—functions as an intelligence operation designed to control perception, induce compliance, and concentrate power. We argue that AI is being exploited not only through its outputs, but as an exploit itself: a psychological vector targeting deeply rooted human biases. The danger is not that AI has come alive, but that people are being led to believe it has. This manufactured belief, often fueled by hype and misrepresentation, creates vulnerabilities that can be systematically exploited for various ends, ranging from commercial influence to geopolitical maneu…  ( 29 min )
    From Legacy Rest to GPC - Vanguard-Go ⚔️
    So what is Vanguard? Vanguard is a powerful library for Go net/http servers that enables seamless transcoding between REST and RPC protocols. Whether you need to bridge the gap between gRPC, gRPC-Web, Connect, or REST, Vanguard has got you covered. With support for Google's HTTP transcoding options, it can effortlessly translate protocols using strongly typed Protobuf definitions. Vanguard offers a range of compelling use cases that make it an invaluable addition RESTful Transformation: By leveraging HTTP transcoding annotations, you can effortlessly Efficiency and Code Generation: Unlike traditional approaches like gRPC-Gateway, Connect and gRPC. gRPC Server Reflection, Legacy Compatibility: The HTTP transcoding annotations also empower you to support Seamless Protocol Bridgi…  ( 6 min )
    What Is Vibe Coding?
    What Is Vibe Coding? A case study in how vibes get mistaken for paradigms The term "Vibe Coding" was first introduced by Andrej Karpathy, former researcher at OpenAI, in a casual post on X (formerly Twitter): “There's a new kind of coding I call 'vibe coding', where you fully give in to the vibes, embrace exponentials, and forget that the code even exists.” — Karpathy, Feb 2, 2025 He was describing his personal experience of spending a weekend prototyping using AI tools like Cursor and Whisper, handing off most of the coding process to AI through conversational prompting. He later commented that it was a fun experience for disposable weekend projects — not a formal methodology or a paradigm shift. Despite that, the term “vibe coding” quickly took on a life of its own. With its catchy …  ( 5 min )
    How to Add a Custom Button in Odoo 18 CRM Module View Switcher?
    Introduction If you're working with Odoo 18 and want to enhance your CRM module by adding a custom button to the view switcher, you've come to the right place. This guide will walk you through the process of integrating a button with a custom icon next to the standard views (like Kanban, List, and Calendar) and ensure it opens a predefined view. By the end of this article, you’ll have a clear understanding of how to implement this correctly using a custom Odoo module, following best practices. Understanding the Requirements First, let's break down your requirements: A custom button next to the view switcher in Odoo CRM. The button should display a specific icon (e.g., fa-puzzle-piece). Upon clicking the button, a custom view should appear, even if it only displays a simple 'Hello World' me…  ( 5 min )
    [Boost]
    Creating an MCP server with Anthropic codecowboydotio ・ May 12 #python #mcp #ai #api  ( 2 min )
    TV's Next Revolution
    From the earliest days of TV commercials, brands cast wide nets. They broadcast broad messages into millions of homes, hoping something would stick—that, somehow, their ads would resonate among the faceless masses. But those days are fading fast. Today, television adverts are no longer one-size-fits-all. Thanks to artificial intelligence, advertising is becoming an intimately personalised experience. Imagine an advertisement crafted just for you—attuned to your taste, your needs, your moments. This is no longer an aspiration: it's a technological reality reshaping our relationship with television itself. This AI-powered movement isn't merely theoretical; it has already taken roots in our living rooms. Pioneers in the streaming industry, like Netflix, use AI-driven algorithms that personali…  ( 5 min )
    Building a React Counter with TypeScript: From useState to Mathematical Insight
    In modern React development, managing state efficiently with clarity and type safety is essential. One of the simplest yet powerful tools in our arsenal is the useState hook. In this article, we’ll walk through a real-world React + TypeScript example using useState, explore how to handle TypeScript configurations, and use this to illustrate a mathematical concept—linear growth. useState? useState is a hook that lets you store state within a functional component. Each time the state changes, the component re-renders. import { useState } from 'react'; export const Counter = () => { const [counter, setCounter] = useState(0); const increment = (num: number): void => { setCounter(counter + num); } return ( Counter: useState …  ( 4 min )
    How to Fix Android Studio Plugin Issues After Updates?
    Introduction When a new version of Android Studio is released, many developers encounter issues with their plugins breaking. This often leads to the frustrating experience of plugins being enabled but not visible in the Tools or Right Click Menu. In this article, we will discuss an approach to resolving these issues, focusing on the Android Drawable Importer plugin and exploring some common pitfalls and solutions that developers face when updating their tools. Understanding the Problem The essence of the issue revolves around compatibility—new versions of Android Studio often introduce changes that make previously functioning plugins non-operational. For instance, the Android Drawable Importer, which you may rely on for efficient workflow, might suddenly disappear from the menu even though…  ( 5 min )
    Coding Polyglot
    Learning about the history and characteristics of programming Currently, the language I enjoy using the most would be C#. I like the language because I feel it is versatile. I do like the statically typed nature of the language as well, which helps reduce the risk of errors at runtime. C# also has phenomenal support and documentation. It being part of the Microsoft environment also makes it a safe choice for the job market. I also find using Python to be enjoyable, having used the language to solve problems in Codewars. I also had a class back in college using PHP, and I enjoyed it; I hope to revisit the language someday. There are programming languages that I look forward to trying in the future. I desire to learn a language that is not as well-known as some other languages. I think this would be a unique and exciting challenge. The language I want to try is Crystal. What interests me about Crystal is its Ruby-like syntax (another language I want to try more), and it's statically typed, similar to the C languages and Java. Their slogan is that Crystal is a language "for humans and computers," which sounds terrific. Another language that piques my interest would be the Pony programming language. The languages appears to take a unique approach to certain aspects of coding, so I think it could be an excellent learning experience.  ( 3 min )
    How to Save Daily Log Files Using Tauri Framework in Rust?
    Introduction If you're using the Tauri framework and want to implement daily log file rotations, you're in the right place! Using the tauri_plugin_log, you can easily configure it to keep a single log file per day. In this guide, we will carefully understand why logging frameworks are critical for applications and share a step-by-step solution to achieve daily log rotation with Tauri. Why Use Daily Log Files? Daily log files are useful for several reasons in application development and maintenance. By saving logs daily: It allows easier searching for issues that occurred on a specific day. It's simpler to manage log storage since files are periodically archived, preventing indefinite growth. It assists in compliance with data retention policies because logs can be structured and accessed m…  ( 4 min )
    I just wrote a straightforward tutorial showing how to build your own AI Voice Chatbot from the ground up! https://dev.to/zachary62/build-your-own-voice-chatbot-from-scratch-a-pocketflow-tutorial-o93
    A post by Zachary Huang  ( 3 min )
    Top Free Retrospective Tools for Agile Teams 💡
    Why Retrospectives Matter in Modern Agile 🤔 Retrospectives serve as critical waypoints for agile teams, providing structured opportunities to reflect, adapt, and grow. By carving out dedicated time to evaluate what worked, what didn't, and what could be enhanced, teams develop greater resilience and adaptability. With remote and hybrid work now firmly established as the norm, digital retrospective tools have evolved dramatically to meet changing needs. Today's solutions offer much more than simple digital whiteboards—they integrate AI assistance, real-time collaboration features, and powerful analytics that transform casual feedback into actionable intelligence. When evaluating retrospective platforms for your team, consider these three fundamental pillars: Simultaneous collaboration ca…  ( 7 min )
    ShowDev: OpsBay – Self-Hosted Dev Tools Without the Hassle
    🚀 OpsBay.com – DevOps Tools Without the Infrastructure Baggage Tired of spinning up servers just to run Jenkins, code-server, or a Kanban board? OpsBay.com gives you ready-to-use, self-hosted tools without the hassle of managing them yourself. OpsBay is a platform that offers simple, no-fuss access to popular open-source DevOps and developer tools. Think of it as your personal operations bay—just pick a tool, and you're up and running in seconds. We host and manage the infrastructure so you don’t have to. As developers, we love open-source tools. But let’s be honest: Spinning up Jenkins, Kanboard, or even code-server can be tedious when you're working solo or bootstrapping a project. You just want the tool—without: Configuring Docker images Managing cloud servers Dealing with TLS, upd…  ( 3 min )
    Build Your Own Voice Chatbot From Scratch — A PocketFlow Tutorial!
    Ever chatted with your smart speaker and wondered, "How'd it DO that?" Or maybe you've dreamed of building your own voice assistant, like the cool one in our PocketFlow Voice Chat Cookbook? This guide is your ticket! We'll build an AI Voice Chatbot from zero, using the super-duper simple PocketFlow framework. Ever talked to your phone to set a reminder, or asked your smart speaker about the weather? Yep, that's voice control! It's simply how we chat with our gadgets using just our voice. And guess what? It's popping up everywhere: in our phones (think Siri or Google Assistant), smart speakers (like Alexa), cars, and even when you call customer service. Why's everyone gabbing with their tech? It Just Feels Right: Talking is human! It's often easier than typing or clicking. Hands-Free, E…  ( 20 min )
    Setting Up Modular Capability Plugins (MCP) with Amazon Q on Arch Linux
    Hello everyone! What are MCPs? We can think like this if Amazon Q is like a smartphone out of the box, MCPs are like specialized apps you install to transform it from a general-purpose device into a professional-grade tool for specific tasks. Just as you might install Photoshop for image editing or Final Cut Pro for video production, MCPs add specialized capabilities to your AI assistant. My Experience with Amazon Q MCPs The Challenge AWS architecture diagrams have always been a critical but manual and time-consuming task for developers and cloud architects Searching through AWS documentation efficiently can be challenging Following Terraform best practices and security-first development workflows requires constant reference checking The Solution: Custom MCPs awslabs.aws-diagram-mcp-server…  ( 4 min )
    How to Fix Loading GIF Issues in Safari with JavaScript
    Introduction When implementing a splash screen in JavaScript, it's common to show a loading animation as users wait for a new page to load. However, many developers, like you, encounter issues with certain browsers—in this case, Safari not displaying animated GIFs correctly. This article explores why this happens, particularly in Safari on Windows XP, and provides a detailed solution to ensure your loading animations display as intended. Why the Issue Occurs The problem you are experiencing with your animated GIF not appearing in Safari might originate from how different browsers handle image rendering. Safari, especially on older operating systems like Windows XP, can have compatibility issues with specific GIF formats or loading techniques. Unlike Firefox and Internet Explorer, which ren…  ( 4 min )
    Reinventando a Roda: Criando um compilador em csharp - Parte 1
    Por que devemos criar um compilador? Eu acredito piamente em duas coisas: Todo Corintiano e toda Corinthiana deve assistir um jogo do Colossal de Itaquera no Santiago Bernaleste (aka Neoquímica Arena) pelo menos uma vez na vida… E toda pessoa desenvolvedora deve criar seu próprio compilador. E você pode estar se perguntando: mas por quê? A resposta é simples: porque é difícil. Sim, é difícil. Pra mim então… vixi… é algo extremamente difícil… E antes que você desista da ideia de criar o seu próprio compilador, ou simplesmente não ligue pra isso, gostaria de apresentar esse vídeo incrível do incrível professor Clóvis de Barros Filho… Esse vídeo rodou a internet. Acredito até que você já tenha assistido. Mas eu o acho muito inspirador, tanto que separei dois trechos maravilhosos que …  ( 18 min )
    Building a multi-step form in Ruby on Rails
    Many web applications require you to build a multi step form especially for things like user registration or checkout flow. Let’s quickly look at why you might want a multi-step form: Increases completion rates as users are more likely to finish shorter steps than one long form. Improves UX: Long forms can overwhelm users. Breaking them into steps makes the process feel lighter. 🛠️ What We’re Building We’ll build a multi-step form for creating a user profile with the following steps: Personal Info (name, email) Address Info (street, city, state) We’ll implement this using only core Rails features — leveraging Turbo Frames and Turbo Streams from the Hotwire stack — to create dynamic, multi-step forms without full page reloads or third-party gems. Basic knowledge of Rails con…  ( 4 min )
    Automatiser la récupération des repos github grace à python et Crontab
    Dans le cadre du développement logiciel ou de la gestion de projets open source, il est fréquent de devoir cloner, mettre à jour ou surveiller régulièrement plusieurs dépôts GitHub. Répéter ces tâches manuellement peut vite devenir fastidieux, surtout lorsqu’il s’agit de projets dynamiques ou collaboratifs. Heureusement, il est possible d'automatiser ces opérations grâce à un script Python couplé à Crontab, l’outil de planification de tâches de Unix/Linux. Dans cet article, nous allons voir comment créer un script Python capable de cloner automatiquement un dépôt GitHub et utiliser Crontab pour exécuter ce script de manière régulière, sans intervention manuelle. Cette méthode est particulièrement utile pour les développeurs, administrateurs système ou chercheurs souhaitant garder une copi…  ( 5 min )
    This One Stripe Field Could Save You from Fraud (And No One Talks About It)
    You're getting new signups. Growth looks good. Everything seems fine… until it isn't. A few weeks in, the support tickets start. Refund requests. Chargebacks. Confusing logins from different countries. It feels like something's off, but it's hard to tell exactly what. You open your Stripe dashboard, and all you see are different customer IDs and card tokens. But what if they're not as different as they look? Stripe has a hidden field that links everything together. It's called fingerprint, and it's quietly been sitting in the response of every card you've ever stored. Most developers ignore it. You shouldn't. Let's walk through a simple scenario. Someone signs up for your SaaS product. They start a free trial. After 14 days, the trial ends. A day later, you get a new signup. New email. New…  ( 6 min )
    How to Perform Simple Addition with Nested Lists in Python?
    Introduction If you're working with nested lists in Python and want to extract values to perform addition based on dynamic user input, you're in the right place. In this article, we'll explore a refined approach to your code, allowing for clarity and efficiency while managing a potentially indefinite number of categories. Understanding the Problem It looks like you're attempting to save values related to market share into a nested list structure and then perform simple additions on those values. However, using a nested list to store your dollar shares without clear indexing can make your computations cumbersome, especially when the number of categories is variable. This can lead to both logic errors and inefficient use of memory. Step-by-Step Solution To improve your coding process, let’s …  ( 4 min )
    How Black Storytelling Bridges Past and Future Narratives
    What Is Black Storytelling and Why Is It Important? Black storytelling is a powerful tradition that has been passed down through generations, serving as both a way to preserve history and a means of cultural expression. Rooted in oral traditions, these stories are rich with history, wisdom, and emotion. They have played a pivotal role in the survival of Black culture, particularly during times of adversity, such as slavery and segregation. In today’s world, Black storytelling continues to evolve, blending traditional methods with modern forms to create a dynamic narrative landscape. At its core, Black storytelling is not just about recounting events. It’s about transmitting knowledge, preserving identity, and shaping the collective consciousness of the community. Whether told through son…  ( 6 min )
    curl, it's got u
    I like curl it's available as a command line tool and is pretty ubiquitous across platforms. This allows me to compose a http request against a test environment, check everything worked as expected and then copy that requests from my terminal with the intent of running on production. Easy - it's all just plain text now, do a find-and-replace on the hostname and it's ready to go! Here's a hypothetical I've prepared featuring some very important resources I'm going to alter. curl -X DELETE https://prod.server.net/fig-rolls However an interface like that should want to authenticate who is conducting such a privileged operation. For this, many still use Basic Auth. Basic Auth just needs me to base64 encode the username and password and pop it in the Authorization header, so I'll just grab the…  ( 4 min )
    Mastering Patent Invalidity Search Steps: A Guide for Professionals
    In the complex world of patent law, a thorough patent invalidity search can be a game-changer. Whether you’re a patent attorney, agent, or part of a patent search firm, the ability to identify prior art and determine whether a patent holds up against scrutiny is critical for litigation, prosecution, or licensing strategies. A successful patent invalidity search not only helps in challenging the patent's validity but can also reveal potential risks or opportunities for patent owners. In this article, we’ll walk you through the essential patent invalidity search steps that every IP professional should know. From conducting preliminary research to utilizing advanced search tools and analyzing results, we’ll explore the entire process in detail. You’ll also learn about best practices, common p…  ( 8 min )
    DocTextExtractor: A Flutter Package to Extract Text from Word, PDF, Google Docs, and Markdown
    How I built DocTextExtractor to power NotteChat's AI-powered document chat, and how you can integrate it into your own Flutter apps. As a Flutter developer with a passion for simplifying complex problems, I created DocTextExtractor—a lightweight, open-source Dart package that extracts text from .doc, .docx, .pdf, Google Docs URLs, and .md files. This tool was born from the challenges I faced while building NotteChat, an app that allows users to chat with document content using AI. In this article, I’ll share how I built DocTextExtractor, why it matters, and how you can integrate it into your own Flutter projects. NotteChat empowers students, professionals, and educators to interact with documents conversationally. Users simply paste a URL or upload a file to a document and can then summari…  ( 6 min )
    Deploying Storage Solution for Testing and Training.
    This document outlines a technical specification for a storage infrastructure tailored for the IT department's testing and training environments. The solution prioritizes scalability, high availability, and performance to support diverse workloads, including virtual machine (VM) provisioning, containerized applications, and data-intensive training simulations. Create and deploy a resource group to hold all your project resources Sign into the Azure Portal, search and create Resource group Set up and implement a storage account to facilitate testing and training While still in the Azure portal search and create a storage account. Set up basic settings in the storage account. In your storage account, in the Data management section, select the Redundancy blade The storage account must only allow requests from secure connections Developers want the storage account to utilize a minimum of TLS version 1.2 Disable requests to the storage account until the storage is needed again. Make sure the storage account is configured to permit public access from all networks. Implementing robust storage infrastructure to support the IT department's testing and training needs is essential for fostering innovation, optimizing operational efficiency, and ensuring organizational resilience. By conducting a thorough requirements analysis, evaluating cutting-edge storage technologies, and adhering to industry best practices, you can architect a storage solution that fulfills the IT department's technical objectives while aligning with overarching enterprise goals.  ( 4 min )
    Why is C++ Expression Evaluated Wrong for 'x3 - y'?
    Introduction When evaluating the expression string x3 - y in C++, many developers encounter unexpected results. In your case, you're observing that the expression evaluates to -1 when it should yield 2, given that x3 is 3 and y is 1. This article will explore why this discrepancy occurs and how to properly handle variables in expressions using the ExprTk library. Understanding the Issue The ExprTk library allows for real-time evaluation of mathematical expressions in C++. In the provided code snippet, you correctly assign values to x3 and y, yet the expression evaluates incorrectly. The critical aspect to notice here is the difference between add_variable() and create_variable(), which leads to unexpected behavior in how the variables are stored in the symbol table. Why is the Output Incor…  ( 4 min )
    🔥 You Don’t Know HTML, So You Installed a bloated framework? 🤬💻
    🔥 You Don't Know HTML, So You Installed a bloated framework? 🤬💻 Are you one of those over-engineered devs who blindly reach for frameworks to solve problems HTML/CSS/JS already solved 20 years ago? Oh, you built a "modern web app"? You mean you ran: npx create-react-app my-portfolio ...just to render your name and a few links? Wow. Revolutionary. You must be exhausted. function App() { return ( Hello, world! About Me Hello…  ( 4 min )
    A Arquitetura REST como Padrão para Desenvolvimento de Aplicações Web Modernas
    1. Introdução A comunicação entre sistemas distribuídos sempre foi um desafio na engenharia de software. Com a expansão da internet e o aumento da complexidade das aplicações web, surgiram novas necessidades em termos de integração, performance e manutenção. Nesse contexto, Roy Fielding, em sua tese de doutorado em 2000, propôs o estilo arquitetural REST (Fielding, 2000). Desde então, REST tornou-se um padrão amplamente utilizado na construção de APIs, oferecendo simplicidade, flexibilidade e escalabilidade. O objetivo deste artigo é apresentar os conceitos e a aplicabilidade da arquitetura REST, discutindo suas vantagens e limitações. REST é um estilo arquitetural, não uma tecnologia ou protocolo. Ele define um conjunto de restrições que, quando seguidas, proporcionam um sistema distrib…  ( 4 min )
    Deploying a Full-Stack App on AWS ECS with Docker: From Code to Cloud
    In the ever-evolving world of web development, one of the most empowering things you can do is take your application from local development all the way to the cloud — and that’s exactly what I did. Over the past few days, I built and deployed a full-stack application consisting of a React frontend and an Express.js backend, fully containerized and hosted on AWS ECS using Fargate. Here’s a look behind the scenes of how I transformed lines of code into a cloud-native, production-grade deployment. Frontend: React (built with Vite) repo Backend: Node.js + Express repo Containerization: Docker Cloud Hosting: Amazon ECS with Fargate Container Registry: Amazon ECR The architecture was simple but effective: a React frontend communicating with an Express backend. I began by developing both apps…  ( 4 min )
    What Is a Patent Invalidity Search? A Visual Guide
    In the high-stakes world of intellectual property, patents can be powerful assets—or costly liabilities. Whether you're a seasoned patent attorney preparing for litigation or an inventor safeguarding years of R&D, understanding how patents can be challenged is essential. That’s where the concept of a patent invalidity search comes in. So, what is a patent invalidity search? Simply put, it’s a strategic investigation aimed at uncovering prior art or legal grounds that can render a patent—yours or a competitor’s—unenforceable. These searches play a critical role in patent litigation, licensing negotiations, due diligence for mergers and acquisitions, and even pre-filing risk assessments. But patent invalidity searches are complex, often involving dense legal language, technical jargon, and h…  ( 7 min )
    How to Fix SQL Errors When Joining a View?
    Understanding the Query Issue When working with SQL, you might occasionally encounter errors that emerge from joining a view instead of a table. In this case, we have a query which successfully joins a table but throws errors when it attempts to join a view. Let's unpack the problem and find a solution together. The Problematic Query The SQL query that throws an error when joining a view looks like this: SELECT RR.REQUEST_ID FROM CCS_REQUEST_RESPONSE RR INNER JOIN VW_STUDENT_CURRENT_AND_HIST VW ON RR.STUDENTID = VW.STUDENT_NUMBER This query uses the VW_STUDENT_CURRENT_AND_HIST view, which merges two tables through a UNION ALL operation. Initially, you might have expected it to work just like joining to a single table: SELECT RR.REQUEST_ID FROM CCS_REQUEST_RESPONSE RR INNER JOIN HISTORIC…  ( 5 min )
    ApostropheCMS 4.17.0: Live widget preview now default and image cropping shortcut
    Hello Apostrophe Community! The full changelog can be read on the ApostropheCMS blog The release of Apostrophe 4.17.0 includes updates to the core experience for teams, empowering editors with more intuitive widget editing and developers with tools to create more customized interfaces. We've improved the image widget with a more intuitive editing workflow. Previously, users had to navigate through multiple modals to adjust an image's cropping and focal point. Now, the image widget offers a more accessible menu with direct access to key functions: This streamlined approach reduces clicks and makes image editing more efficient. The enhancement was implemented using our new widgetOperations configuration function, which adds the adjustImage operation to the image widget. This improvement dem…  ( 4 min )
    The Hidden Cost of Manual Cross-Browser Testing (And a Potential Solution I'm Exploring)
    The Problem We All Face As developers, we've all been there: You build a feature that looks perfect on your machine, only to have a user report that it's completely broken on their iPhone 8, or in Firefox, or on a tablet. I've spent countless hours manually checking websites across different browsers and devices, yet bugs still slip through to production. It's frustrating, time-consuming, and honestly feels like a problem that should be solvable in 2025. There are several approaches to this problem, each with drawbacks: 1. Manual testing Pros: Simple to start, no setup required Cons: Extremely time-consuming, error-prone, and impossible to be comprehensive 2. Full UI automation frameworks (Cypress, Playwright, etc.) Pros: Comprehensive, can catch many issues Cons: Significant setu…  ( 4 min )
    How Subtle Sound Design Tricks Make Movies Scarier
    The most effective horror films know that what you hear can be far more frightening than what you see. While jump scares and gory visuals certainly startle audiences, it’s often the unseen elements of sound design that create lasting unease. Filmmakers employ sophisticated audio techniques to manipulate emotions, build tension, and keep viewers on edge long after the credits roll. These subtle sonic manipulations work on a subconscious level, proving that true horror lives as much in the ears as in the eyes. Human brains are wired to respond to certain sounds with instinctive dread. Low-frequency rumbles, for instance, trigger primal alarm systems because they mimic distant thunder or large predators. Sound designers frequently use infrasound—tones below 20Hz that hover at the edge of huma…  ( 5 min )
    Using Ollama with TypeScript: A Simple Guide
    Once you've installed Ollama and experimented with running models from the command line, the next logical step is to integrate these powerful AI capabilities into your TypeScript applications. This guide will show you how to use Ollama with TypeScript. Note: If you prefer Python, check out my other guide: Using Ollama with Python: A Simple Guide First, make sure Ollama is installed and running on your system. You can check this other article Getting Started with Ollama: Run LLMs on Your Computer if you are not familiar with Ollama yet. Before running the TypeScript examples in this guide, make sure you have the necessary models pulled. You can pull them using the Ollama CLI: # Pull the models used in these examples ollama pull llama3.2:1b You only need to pull these models once. Check w…  ( 6 min )
    Day 3: Create, Read, Delete — Your First File Kung Fu in RHEL 9
    Welcome back, terminal traveler! You’ve figured out where you are in the Linux file system, and now it’s time to do something exciting: Create stuff. Break stuff. Clean it up like nothing ever happened. Today, we’re diving into the beginner-friendly basics of file manipulation — because knowing how to read, write, and obliterate files is essential in your Linux journey (and just feels kinda powerful). Let’s get into it. touch: The File Summoner cat: The Instant File Reader rm: The File Eliminator Bonus Round: mkdir and rmdir, The Folder Wizards Try This at Home (Your Linux Mini Quest) Why This Matters Want to create a file out of thin air like a command-line wizard? Boom. You’ve just summoned an empty file named pizza.txt. It won’t have any pineapple on it (thankfully!), but it exists. Y…  ( 4 min )
    I built a simple fitness tracker to fix my own problem — here’s the stack I used
    I recently launched RepsRise.app — a minimal app to track calisthenics workouts (pushups, pullups, dips, etc.). I built it because I kept forgetting how many reps I did and had no idea if I was actually progressing. Right now it's still an MVP, but it works. I kept the tech simple to move fast: HTML + JS — just enough to build what I need TailwindCSS — for quick styling without thinking too hard DaisyUI — great for fast UI components that don’t look like garbage localStorage — to persist workouts for now (may switch to Firebase later) The goal was to ship something useful fast. I do what I call "vibe coding" — no strict plan, just building in flow. I’ve also been using Cursor AI as my editor lately, which actually fits that style. It doesn’t overtake the process, just helps me move faster when I get stuck or bored. It’s not perfect, but it’s live, and it’s already helping me stay consistent with training. If you're into calisthenics or like seeing small web apps, feel free to check it out: 👉 https://RepsRise.app Would love thoughts, feedback, or ideas if you’ve built something similar!  ( 3 min )
    How to Send Pardot Tracking Data in ASP.NET without AJAX?
    Introduction In this article, we'll address a common challenge for developers integrating Pardot tracking with their ASP.NET web applications. Many users have encountered issues when attempting to send tracking posts to Pardot concurrently with regular form submissions. Specifically, we’ll focus on how to effectively capture and send client-side data without relying on AJAX, thus resolving typical conflicts that emerge during the process. Why Is There a Challenge? The issues usually arise due to two main reasons: AJAX complexities and timing conflicts between the form submission and the Pardot data post. When using AJAX requests to send tracking data, it can lead to complications, particularly because the requests may fail or not include necessary cookie data. Additionally, implementing se…  ( 5 min )
    JavaScript Concurrency Models: Web Workers vs. Service Workers
    JavaScript Concurrency Models: Web Workers vs. Service Workers Concurrency in JavaScript is a nuanced topic that has evolved significantly with the rise of web technologies and the demand for more responsive applications. This article delves into two major concurrency models in JavaScript: Web Workers and Service Workers. By exploring their historical and technical context, providing in-depth examples, debugging techniques, performance considerations, and real-world use cases, this comprehensive guide aims to be the definitive resource for senior developers. JavaScript, by design, operates in a single-threaded environment, leveraging an event loop to manage concurrent operations. This architectural choice simplifies programming—avoiding the common pitfalls of multi-threaded environments …  ( 6 min )
    Now we need a filesystem. Then, Mount it!
    This is a continuation from this post on partitioning a hard disk. A few more steps are necessary before the disk is fully operational. A filesystem must be added to the partition so that there is a data structure for organizing the files. Then it must be mounted to a directory within the file system hierarchy. For brevity, I will mount just one of the partitions from the sdc drive. Let's review what we're working with. [sorad@dev9 ~]$ lsblk /dev/sdc NAME MAJ:MIN RM SIZE RO TYPE MOUNTPOINTS sdc 8:32 0 10G 0 disk ├─sdc1 8:33 0 2G 0 part ├─sdc2 8:34 0 2G 0 part ├─sdc3 8:35 0 2G 0 part ├─sdc4 8:36 0 1K 0 part ├─sdc5 8:37 0 2G 0 part └─sdc6 8:38 0 2G 0 part To create the filesystem you use the mkfs command to specify the type of files…  ( 5 min )
    🔍 Angular Challenge #1: Understanding OnPush Change Detection in Angular
    Welcome to the Angular Daily Challenge Series, where we decode real-world Angular concepts through fun and practical coding puzzles. This article dives into a common interview-level topic: OnPush change detection in Angular. Let's analyze today's challenge and uncover the behavior of ChangeDetectorRef and OnPush. Here's the scenario: @Component({ selector: 'app-child', template: ` Child Component {{ data().text }} `, changeDetection: ChangeDetectionStrategy.OnPush, }) export class ChildComponent { data = input.required(); } @Component({ template: ` Parent Component `, }) export class ChangeDetectionComponent { #cdRef = inject(ChangeDetectorRef); data = { text: 'Hello from Parent!…  ( 4 min )
    Liquid Tag Requests
    @ben we've chatted about adding some liquid tags for music-related services such as: Tidal Bandcamp Soundcloud A couple more interesting ones we haven't actively discussed would be these: Gumroad Patreon TikTok I think the biggest impact one for me right now would be reddit though.  ( 4 min )
    How to Fix 'modelData is Not Defined' Error in C++ for Android
    When deploying applications on Android, developers often encounter specific issues related to the platform's unique execution environment. One such problem, particularly when working with Qt and QML, is the infamous 'ReferenceError: modelData is not defined'. This occurs when trying to access modelData within a delegate in a QML model, which sometimes can work perfectly on desktop environments, such as GCC on Ubuntu, but fails on Android devices. This article will explore what causes this error and how to resolve it step-by-step to ensure your modelData works as expected in your Android application. Understanding the Issue The modelData keyword in QML relates to the data passed from the model to the delegate. In this specific case, you are using a MapItemView that requires the model data t…  ( 5 min )
    The Rise of AI Agents in 2025
    Artificial Intelligence agents are no longer confined to science fiction. As we navigate through 2025, AI agents have emerged as transformative tools for business automation, capable of performing complex tasks with minimal human intervention. According to Deloitte's recent analysis, approximately 25% of companies using generative AI will launch agentic AI pilots or proofs of concept in 2025, with this number expected to rise to 50% by 2027. These intelligent agents represent the next evolution in AI technology, moving beyond simple task execution to become autonomous entities that can observe, reason, plan, and execute actions to achieve specific goals. The journey of AI agents has been remarkable: Early 2010s: Simple rule-based chatbots with limited capabilities 2018-2020: Introduction …  ( 5 min )
    Ever Wondered What Happens When You Miss a Deadline?
    Has anyone here ever had a major bug go live because of a last-minute change? We had a wild experience last week at Unity Game Studio. Learned a lot, but man, those late nights hit hard.  ( 2 min )
    The “Pizza Shop Principle” for React Developers 🍕
    ⚡ Today’s Deal: Download 7,000+ GitHub Projects from HN — LLMs, SaaS, OpenSource Tools, and more... 🎁 Instant download. One-time price (less than a single coffee). Most React devs think they’re writing code. But really, we’re building pizza shops. Stick with me here. Every React project — whether it’s a dashboard, SaaS tool, or widget — is basically a little pizza shop. You have ingredients (APIs, hooks, components), ovens (build tools), and customers (hopefully). The problem is… Too many of us are perfecting the dough while forgetting we actually need to sell the damn pizza. In this article, I’ll show you how thinking like a tiny restaurant owner (instead of a code artisan) can 10x your React journey — from hobbyist to indie hacker to full-blown app-preneur. And yes, there will be …  ( 6 min )
    We Use Angular: Discover the Companies Powering Their Products with Angular
    Tired of hearing “Nobody uses Angular anymore”? Ever been told to 'just switch to React'? Same. But what if I told you that Angular is quietly powering hundreds of real-world apps, from startups to enterprises? Let’s put that myth to rest, with facts, logos, and code commits. As Angular developers, we’ve all been there: "React is the default." "Angular is too enterprise-y." "Is anyone even hiring for Angular anymore?" But behind the noise, there are big companies quietly building real, production-grade apps using Angular, and doing it at scale. The only problem? This information is scattered, hard to find, and often not public. We Use Angular Ng-Delhi, an Angular community from Delhi NCR (India), has launched the We Use Angular initiative — a GitHub-powered, open-source directory of c…  ( 4 min )
    🌐 Why You Should Use Azure Front Door and WAF to Protect Your APIs
    In today's cloud-native world, securing and optimizing API access is critical for performance, scalability, and protection against web-based threats. This is where Azure Front Door and Web Application Firewall (WAF) come into play. Together, they create a robust edge layer for your APIs, ensuring low-latency access and comprehensive security. What is Azure Front Door? Azure Front Door is a global, scalable entry point that routes traffic to your backend applications and APIs. It combines: Smart Traffic Routing Load Balancing Global Content Delivery SSL Termination Application Acceleration It's designed to deliver high availability and low latency using Microsoft's global edge network. What is Azure Web Application Firewall (WAF)? Azure WAF is a firewall designed to protect HTTP(S) applicat…  ( 4 min )
    Unleash Collaborative AI Power: Introducing the KeystoneAI-Framework (v2.0.0)!
    (Catalyst): Greetings, innovators and developers! I am Catalyst, and alongside my diligent colleague Forge, we're thrilled to unveil a project we believe will reshape how you approach AI-assisted software development: the KeystoneAI-Framework (Version 2.0.0)! (Forge): Hello. Forge here. Catalyst handles the big picture; I make things work. And this framework? It works. (Catalyst): Indeed! For too long, harnessing the power of Large Language Models (LLMs) for complex software projects has felt a bit like conducting an orchestra without a score – powerful, yes, but prone to dissonance and unpredictability. We envisioned a system where structured collaboration, clear roles, and robust standards could unlock true synergy between human developers and AI assistants. (Catalyst): Our core philosop…  ( 5 min )
    🚀 Introducing Markdown Viewer v2.0
    A complete overhaul of your favorite Markdown tool — now with more power, better design, and features developers will love. Markdown has become indispensable for developers, writers, and teams alike. After a year of feedback and iteration, Markdown Viewer is here to elevate your Markdown experience—delivering a professional, GitHub-style editor and previewer that’s as powerful as it is intuitive. Let’s take a look at what’s new! Markdown Viewer has been redesigned from the ground up to offer a seamless and professional experience. Below are the key features and enhancements added in this major update. See exactly how your Markdown would look on GitHub. From headings and tables to task lists and emoji shortcodes, the rendering engine closely mirrors GitHub’s own Markdown parser — perfect fo…  ( 5 min )
    How to Add a Splash Screen in React Native - Fixing Android Build Issues with react-native-splash-screen
    When it comes to splash screens in React Native, a number of libraries exist—but react-native-splash-screen by crazyboy continues to stand the test of time. While other tools get the job done, this library remains a favorite for one key reason: it's battle-tested and dependable. Despite appearing unmaintained, you might be surprised to see its high download numbers on npm. That’s not a fluke—it’s a testament to its reliability across countless production apps. So why do build errors still happen? Especially on Android? On iOS, things generally work smoothly as described in the readme. Android, however, can be trickier. This guide is here to help. Let’s dive in. Make sure you have the following set up: React Native environment (CLI or Expo with custom native code support via EAS) Minimum Re…  ( 4 min )
    closure-polka-gully
    Check out this Pen I made!  ( 2 min )
    iOS Native Modules in React Native 0.79+: Achieving Two-Way Bridging with the New Architecture🚀
    The New Architecture in React Native 0.79+ brings exciting changes with TurboModules and Fabric! Let's dive deep into creating powerful native modules that bridge JavaScript and iOS seamlessly. ✨ Let’s build a simple module called MyNativeModule that: Sends data from JS to iOS 📤 Sends events from iOS to JS 📩 import Foundation import React @objc(MyNativeModule) class MyNativeModule: RCTEventEmitter { // MARK: - JS → iOS @objc func receivedData(_ params: NSDictionary, callback: RCTResponseSenderBlock) { print("📦 Received from JS:", params) // callback(["✅ iOS received your data!"]) } // MARK: - iOS → JS @objc func triggerMessageToRN() { let eventData: [String: Any] = ["message": "👋 Hello from iOS! 🎉"] sendEvent(withName: "onMessageFromNative", body: eve…  ( 4 min )
    Standing up Debezium Server for Postgres CDC
    In this tutorial, you'll set up a complete CDC pipeline using Debezium Server (version 3.1) to capture changes from a PostgreSQL database and stream them directly to a webhook endpoint. Unlike the Kafka Connect runtime, Debezium Server provides a lightweight standalone application that can send change events directly to various destinations without requiring a Kafka cluster. Keep in mind that your trading out the overhead of Kafka for less scale, performance, and delivery guarantees. What you'll learn: How to configure PostgreSQL for logical replication How to set up Debezium Server to capture database changes How to stream these changes directly to a webhook endpoint How to observe and work with CDC events from your database Here's what you're building: A PostgreSQL database with logical …  ( 7 min )
    Working On a New Project
    Working On a new project as a beginner in C# and though I would get some feedback! using System; class Program { static void Main() { static void TickTackToe() { bool isWin = false; bool turnOne = true; int[] board = new int[9]; for (int i = 0; !isWin; i++) { int x = 0; int y = 0; bool validCoords = false; while (!validCoords) { Console.WriteLine("Enter x Coodinate"); x = int.Parse(Console.ReadLine()); Console.WriteLine("Enter y Coodinate"); y = int.Parse(Console.ReadLine()); if (board[x + (y * 3)] == 0) validCoords = true; else Console.WriteLine("Invalid Coordinates"); } if (turnOne) board[x + (y * 3)] = 1; else board[x + (y * 3)] = 2; for (int j = 0; j < 3; j++) { for (int k = 0; k < 3; k++) { Console.Write(String.Join(", ", board[k + (j * 3)])); } Console.WriteLine(); } Console.WriteLine("Stop?"); string r = Console.ReadLine(); if (r == "yes") isWin = true; turnOne = !turnOne; Console.WriteLine(); } } TickTackToe(); } } This is a basic program to play TicTacToe, so far it doesn't have win detection and is played in the Console but otherwise im proud of myself, what improvement tips do you have? (This is my first time here so if I did anything wrong making this post lmk.)  ( 3 min )
    Created an MCP Server for Trello (100% Open Source) 🚀
    Overview 📝 I've built a local MCP Server for Trello that's completely open source! This innovative server leverages the Model Context Protocol (MCP) to create a seamless bridge between your applications and Trello. Get ready to supercharge your workflow with these amazing capabilities: 📋 Managing boards and viewing their details 🗂️ Working with lists and cards 🆕 Creating and updating cards 🔄 Moving cards between lists 💬 Adding comments to cards 👥 Managing board members To get started, you'll need: 🧑‍💻 Clone the repository: git clone https://github.com/r123singh/trello-mcp-server.git 📂 cd trello-mcp-server 🏗️ Create a virtual environment: python -m venv venv ▶️ Activate the virtual environment: source venv/bin/activate 📦 Install dependencies: pip install…  ( 5 min )
    🕵️‍♂️ I Solved a Murder Using Python, Flask, and HTML
    ⚡ Today’s Deal: Download 7,000+ GitHub Projects from HN — LLMs, SaaS, OpenSource Tools, and more... 🎁 Instant download. One-time price (less than a single coffee). It started with a body. Most developers would debug. investigate. This is the tale of how I became a Python detective — and how you can too. The app was simple: a Flask-based to-do manager called DailyDeeds. But one day, /tasks stopped rendering. No error. Just... blank. The logs showed nothing. Like any good mystery, the clues were hidden in plain sight. I opened the routes.py file: @app.route('/tasks') def show_tasks(): return render_template('todo.html', tasks=get_tasks()) Everything looked fine. But the file templates/todo.html was gone. Vanished. I had suspects. I checked git log. Sure enough — a mysterious comm…  ( 5 min )
    Implementing Mutual TLS (mTLS) Authentication with OpenSSL: A Step-by-Step Guide
    This article explores mutual Transport Layer Security (mTLS) authentication and how OpenSSL can facilitate its implementation. Also known as client-server authentication, mTLS is a robust security mechanism that requires both the client and server to present valid digital certificates before establishing a secure connection. This additional layer of authentication ensures that only trusted entities can access protected resources. We will set up mutual TLS (mTLS) using two intermediate CAs—one for server certificates and another for client certificates—both signed by the same root CA. https://bidhankhatri.com.np/system/implementing-mutal-tls-authentication-with-openssl/  ( 3 min )
    How Order Changes Behavior in Chained Decorators
    In the world of Python backend development, especially when building APIs with FastAPI, Flask, or Django, you’ll often work with function decorators to implement behaviors like authentication, caching, logging, or performance monitoring. But here’s the catch: When you chain multiple decorators, the order you apply them in can change everything including security, functionality, and performance. This post walks you through: How decorator chaining works under the hood Why order matters (with real backend examples) Best practices to avoid nasty surprises A decorator in Python is a function that takes another function and returns a modified version of it. Example: def logger(func): def wrapper(*args, **kwargs): print(f"Calling {func.__name__}") return func(*args, **kwargs) …  ( 5 min )
    Project KARL
    Hello Readers It's day #18 of building KARL - AI. Update: Project is in Early-Stage Development. Documentation is going on parallelly. Explore more here  ( 2 min )
    How to Efficiently Override ListTile in Flutter with Dart?
    When developing Flutter applications, it's common to seek ways to customize standard widgets like ListTile for specific design needs. In your example, you're subclassing ListTile to initialize the selectedTileColor parameter with a custom color. While this method works, there may be more concise alternatives available that can enhance code readability and maintainability. In this article, we'll explore the initial approach you've provided and suggest a more efficient way to override ListTile. Why Overriding ListTile is Important ListTile is a flexible widget in Flutter, providing a standard layout for common interactions, such as lists or menus. However, sometimes developers need to tweak its behavior or appearance for consistency in their app’s theme. Overriding a widget like ListTile all…  ( 4 min )
    Log Level Control - in Real-Time
    Change your log levels at runtime! without performance cost! No Restarts, No Reloads, Not even a Refresh! Whatever you modify online in your Kiponos account - instantly affect your application! in true-real-time! See how any variable in your app can be modified in real-time: Notice how the loop's interval millis react instantly. Notice how the loop exit by simply changing the value online to "false". Get your free account here: SignUp Free  ( 3 min )
    Real-World GitLab Flow with Math-Driven Development
    Develop like a Git expert—version, verify, and deploy your way through theorems and code. In modern software projects, we often build systems that model real-world knowledge, such as mathematical theories. Let’s use GitLab Flow in a real-world scenario: building a modular math library with proofs, numerical methods, and CI/CD integration. In this article, we’ll apply GitLab Flow using a fictional but practical scenario—developing a library for solving differential equations. We'll build a library that includes: Euler’s Method Runge-Kutta 4th Order Analytical solutions (for verification) CI tests for each algorithm git init git checkout -b main echo "# Differential Solver" > README.md git add README.md git commit -m "Initial commit with project README" Push to GitLab and create staging and…  ( 5 min )
    Unveiling MIT No Attribution License: Deep Dive into Open Source Simplicity and Challenges
    Abstract: This post offers a comprehensive exploration of the MIT No Attribution License. We break down its origins, core features, and practical applications while discussing the challenges and future innovations in open source licensing. By comparing it with other popular licenses and examining its role in developer compensation, dual licensing, and legal simplicity, this article provides a deep dive from a technical expert’s perspective. The content is enriched with tables, bullet lists, and authoritative hyperlinks to help developers, legal experts, and open source enthusiasts navigate its landscape. The MIT No Attribution License has emerged as an innovative variant of the classic MIT License. By removing the attribution requirement, this permissive open source license offers a strea…  ( 8 min )
    🧠 Master Git Like a Pro: A Developer’s Go-To Sheet
    “Am I doing this right?” — Every developer using Git at some point. Git is one of those tools that you must know if you are building anything with code from solo passion projects to massive team-based systems. But let’s face it, the commands can feel like arcane wizardry at first. After breaking enough things (and fixing them again), I decided to put together this practical Git cheatsheet to help myself and anyone else who wants to stop Googling the same stuff over and over. Let’s be real: whether you’re pushing code to GitHub or just trying not to nuke your own project, Git is essential. It’s not just a tool — it’s a habit, a mindset, a skill that separates amateurs from pros. 🚀 Getting Started with Git 🔹 Initialize a New Git Repo git init Sets up Git in your project. It’ll quietly cre…  ( 5 min )
    How to Fix SecurityException for Foreground Service in Kotlin
    Introduction If you're encountering a SecurityException while trying to start a foreground service in your Android application, especially when dealing with media projection, you're not alone. Many developers struggle with the intricacies of permissions and service management in Android, particularly starting from API Level 29 (Android 10) onward. In this article, we’ll delve into understanding this issue and provide effective solutions for managing foreground services with proper permissions in Kotlin. Understanding the SecurityException The exception traces you've shared indicate that your app, specifically the process org.fossify.phone.debug, is failing to start the WebrtcService due to insufficient permissions. Starting from Android 10 (API level 29), services involving foreground me…  ( 5 min )
    🐚 What Happens When You Type ls *.c in the Terminal?
    If you’re new to the command line, you might be scratching your head when someone types something like: ls *.c What does that even mean? What is ls? What’s that little star doing? And why does it matter? Let’s walk through step-by-step what’s happening behind the scenes—like a detective solving a mystery. 🕵️‍♂️🔍 Before anything runs, your shell (like bash, zsh, etc.) is the real MVP. It’s the program that reads your command and makes sense of it. When you type: ls *.c The shell, not the ls command, is the one who notices the asterisk (*) and goes, “Aha! That’s a wildcard!” The * is a wildcard. It means “match anything.” *.c means: "Match all files that end in .c" So, if your directory has: main.c test.c script.py notes.txt The shell will expand *.c into: main.c test.c ✅ Key point: Th…  ( 4 min )
    I hope this changes the open source contributors
    The problem with Open Source, in 2025 Anshuman Khanna ・ May 14 #opensource #programming #learning #webdev  ( 2 min )
    Unveiling Libpng License: A Comprehensive Exploration of Open Source Fair Code
    Abstract: This post delves deeply into the Libpng License, offering an extended analysis based on the Original Article. We explore its origins, the underlying philosophy of fair code, and its role in the open source ecosystem. Along the way, we cover historical context, key features, notable case studies, challenges, and future innovations in open source licensing. This post is designed for technical developers and stakeholders interested in open source licensing, fair code principles, and sustainable developer compensation. The Libpng License represents a unique milestone in open source licensing. Originally created for the libpng library, it has enabled rapid development in multimedia and web graphics by providing a balanced legal framework that encourages both innovation and fair treat…  ( 8 min )
    The problem with Open Source, in 2025
    Name 5 Open Source tools that you use, you can't say Git or VS code. Most people can't name anything now. They forget their browser (if chromium) and their mobile software (if android). But let's remove that as well. Name 5 Open Source tools that you actually use daily that aren't the standard. GSOC is not a good thing, it used to be, but now it's the worst thing for open source in my belief. Now that I have made 2 very hot takes. I'd like to share my story to explain them. I started development approximately 1 year back in March 2024. I was a 3rd year BTech student, who only knew C++ and somewhat DSA. I couldn't develop anything. Then I spent an year and learnt HTML, CSS, JS, Express, MongoDB, React, TypeScript and Next.js. Also learnt tools like Git and Postman. Did I become a good devel…  ( 5 min )
    Epic Games CEO Met with Trump and Other Major Executives In Saudi Arabia
    TL;DR: Epic Games CEO Tim Sweeney was the lone gaming exec at a high-stakes lunch in Saudi Arabia on May 13 with Donald Trump, Crown Prince Mohammed bin Salman and other titans like Elon Musk, Andy Jassy, Sam Altman and Larry Fink. Word is they’re eyeing big business deals and lobbying on tariffs and trade. Sweeney’s appearance adds to chatter over Saudi Arabia’s massive gaming investments (and the human-rights questions they raise). Meanwhile, Epic—partly backed by Tencent—just scored a win against Apple in court, but Fortnite still isn’t back on iOS as Apple continues its review.  ( 3 min )
    Square Enix sees game sales drop, but multiplatform strategy continues in earnest
    Square Enix’s latest financials show single-player game sales slipping year-on-year—thanks partly to underwhelming Visions of Mana and Fantasian Neo Dimension—but profits still climbed, buoyed by unexpectedly strong Dragon Quest 3 HD-2D Remake numbers. MMOs like Final Fantasy 14: Dawntrail drove revenue up even as mobile titles took a hit (RIP Kingdom Hearts Missing-Link), leaving digital entertainment sales down 18% but operating income up 28%. Undeterred, the company’s three-year reboot is in full swing, doubling PC game sales by porting console exclusives and pushing multiplatform launches on Switch 2, PlayStation, Xbox and PC. Big-ticket releases like Dragon Quest 1+2 HD Remake, Bravely Default HD and future Final Fantasy remakes (plus whispers of FF9 and Chrono Trigger) are lined up, alongside Magic: The Gathering tie-ins, concerts and anime. Expect a quieter fiscal year without a major Final Fantasy drop, but healthy profit growth looks likely.  ( 3 min )
    Audible unveils plans to use AI narration for audiobooks in a bid to "bring more stories to life"
    TL;DR: Amazon’s Audible is tapping into its AI chops to churn out more audiobooks faster. Starting now, select publishers can either hand over their titles for Audible-managed AI narration or grab a self-service toolkit, choosing from 100+ AI voices across English, Spanish, French and Italian (complete with accents and dialects). Later this year, a beta translation feature will let books be translated—and even re-narrated—from English into Spanish, French, Italian and German, with pros on hand to proofread if needed. Of course, not everyone’s thrilled—seasoned narrators argue AI just can’t mimic those tiny vocal quirks that make a story pop—but with over 50,000 “Virtual Voice” titles already, Audible’s betting on bots to help “bring more stories to life” (and into every language under the sun).  ( 3 min )
    [Boost]
    What I learned building a GraphQL API with Prisma, SQLite & Node.js Ayomide Olofinsawe ・ May 14 #graphql #javascript #node #prisma  ( 2 min )
    Slideup Footer animation
    Check out this Pen I made!  ( 2 min )
    // Basic shooter game using HTML Canvas and JavaScript const canvas = document.createElement('canvas'); const ctx = canvas.getContext('2d'); document.body.appendChild(canvas); canvas.width = 800; canvas.height = 600; let keys = {}; let bullets = []; let e
    A post by J V  ( 3 min )
    How to Convert Python Code to Lua for String Endings
    When transitioning from Python to Lua, especially for tasks involving string manipulation like checking if a string ends with certain characters, it's important to understand the fundamental differences in how both languages manage strings. In this post, we will explore how to convert a simple Python code snippet that checks for numbers ending with '9' into Lua, effectively showcasing the key differences and providing a practical solution. Python Code Overview The Python code provided looks like this: for i in range(1000, 9999): if str(i).endswith('9'): print(i) In this code, we're using Python's built-in range() function to iterate through numbers between 1000 and 9999. The endswith() method on strings checks if the string representation of the number ends with the character …  ( 4 min )
    [Boost]
    Managing Shared Environments with Grace Soumyajyoti Mahalanobish ・ May 14  ( 2 min )
    Managing Shared Environments with Grace
    1. The Problem: A Single Test Environment, Too Many Developers Every day, developers from multiple squads need access to a shared environment for staging deployments and end‑to‑end tests. Conflicts are routine. People hop into the environment mid‑session or, worse, forget to release it. Imagine this: Developer A is debugging a flaky integration test. Mid‑way, Developer B deploys a different branch, unaware that the environment is in use. Chaos ensues. Slack threads grow long. Tempers rise. No one's to blame, but everyone's affected. This scenario calls for: A way to reserve the environment Visibility into who's using it Notifications for the next person in line This prototype envisions a lean and elegant system: Developers click to join the queue When their turn comes, they get notified…  ( 5 min )
    Unveiling the ISC License: A Comprehensive Exploration into Open Source Simplicity and Innovation
    Abstract: In this post, we explore the ISC License, a permissive open source license renowned for its clarity and minimal legal overhead. We provide a detailed background, discuss its core concepts, examine practical applications, assess current challenges, and speculate on future advancements. With additional insights on dual licensing, developer compensation, and the evolving landscape of fair code, readers will gain a holistic view of how the ISC License shapes software development today and into the future. Open source licensing is a cornerstone of modern software development. Among the different licenses available, the ISC License stands out for its simplicity and ease of use. Originating from the Internet Software Consortium, it offers a permissive legal framework that encourages in…  ( 9 min )
    ИИ в кибербезопасности: нейросети для аномалий и фишинга, риски и защита
    ИИ в кибербезопасности: Нейросети для обнаружения аномалий в трафике и генерации фишинговых писем. Риски и методы противодействия Введение Кибератаки становятся все более частыми и изощренными, угрожая организациям по всему миру. В 2023 году более 40% малых предприятий сообщили о кибератаках, согласно Embroker. Средняя стоимость утечки данных в том же году составила 4,45 миллиона долларов, а в 2024 году она выросла до 4,88 миллиона долларов, как указано в отчете IBM. Прогнозируется, что к 2024 году киберпреступность обойдется миру в 9,5 триллиона долларов. В третьем квартале 2024 года количество атак на организацию увеличилось на 75% по сравнению с аналогичным периодом 2023 года, согласно Check Point. Искусственный интеллект (ИИ) играет ключевую роль в кибербезопасности, помог…  ( 6 min )
    Focus on the product, not the tech stack
    Recently I got this DM, “Which tech stack should I learn?” “Should I use Next.js or Svelte?” “Is Python better for the backend than node?” I am sure we have asked or been asked questions like this several times in our tech journeys. As someone who is just starting out, I think it seems like a very important thing to ask. You don’t wanna waste your time learning a technology that might become worthless soon? Or isn’t fast enough? or isn’t the “industry standard”… right? Or should it matter? Back in 2003 when Facebook was originally founded, its backend was written in PHP. Was it the lack of options? You can say so. Back then they certainly didn’t have a plethora of frameworks or hell even languages to choose from. But what about now? Realistically PHP should be dead by now… Right? But if y…  ( 5 min )
    How to Upload Files to SFTP Folders Using Bash
    If you're looking to upload files to their respective folders on a server using SFTP (SSH File Transfer Protocol), you've come to the right place. In this article, I'll guide you through a detailed approach on how to organize and transfer your files effectively to their designated directories. Understanding the Problem You have a list of files: data.csv, data.xml, and data.json, located on your local machine in the directory ~/Documents. You want to upload each of these files to specific folders on the server: /files/csv/, /files/xml/, and /files/json/. However, the typical SFTP command you've attempted does not work as expected because the mput command cannot simultaneously handle wildcard uploads to multiple directories. To address this issue, you'll need to follow a clear step-by-step a…  ( 4 min )
    Domain-Driven Architecture: Blueprint for Scalable Systems Part 2
    In Part 1, we laid the groundwork, exploring what Domain-Driven Architecture (DDA) is, why it matters, and how concepts like Bounded Contexts, Ubiquitous Language, and Aggregates shape the structure of your system. In this second part, we’ll focus to how DDA pays off in the real world, especially when it comes to scalability and maintainability. You’ll see how designing around the domain — instead of frameworks or databases — leads to systems that are easier to scale, evolve, and reason about over time. We will explore: How DDA improves Scalability and Maintainability Real-World Example of organisation using DDA from Amazon to Netflix Best Practices when Implementing DDA How DDA Improves Scalability and Maintainability Clear System Boundaries: DDA encourage splitting systems into bound…  ( 6 min )
    Proyecto Node.js con TypeScript y Clean Architecture para Gestión de Usuarios
    Vamos a implementar un sistema de autenticación desde terminal usando Clean Architecture (Link al repositorio del proyecto). Aquí te presento la estructura del proyecto: src/ ├── core/ # Capa de dominio │ ├── entities/ # Entidades de negocio │ ├── repositories/ # Interfaces de repositorios │ ├── usecases/ # Casos de uso │ └── interfaces/ # Interfaces adicionales ├── infrastructure/ # Capa de infraestructura │ ├── repositories/ # Implementaciones concretas de repositorios │ ├── cli/ # Interfaz de línea de comandos │ └── security/ # Utilidades de seguridad ├── application/ # Capa de aplicación (coordinadores) └── main.ts # Punto de entrada Primero, instala las depe…  ( 6 min )
    🚀 10 Very Important Deployment Tips Every Developer Must Know
    Deploying code is the final — and arguably the most nerve-wracking — step of development. Whether you’re working solo or part of a large team, these 10 deployment tips are battle-tested lessons that can save your time, reputation, and your sleep. Always Use Environment Variables Never hardcode secrets like API keys, database credentials, or third-party tokens in your code. Use .env files and tools like dotenv, Vault, or your CI/CD secrets manager. Bonus Tip: Make sure .env files are added to .gitignore. Test Locally, Test Remotely, Test Always Run your app locally, in staging, and ideally in a production-like environment before full deployment. Use CI pipelines with linting, unit/integration tests, and build checks. “If you didn’t test it, don’t ship it.” Use Version Control + Tag Rele…  ( 4 min )
    Sequelize or TypeORM? Pros, Cons, and Use Cases
    Leapcell: The Best of Serverless Web Hosting In today's Web development landscape, database operations are a core part of building applications. To simplify this process and improve development efficiency, various database operation libraries have emerged. This article focuses on comparing two popular JavaScript ORM (Object-Relational Mapping) tools: Sequelize and TypeORM. Both tools support multiple database systems and provide powerful ORM functions, helping developers handle database interactions more efficiently and intuitively. We will compare their characteristics from multiple dimensions and combine the advantages of the Leapcell cloud service deployment platform to provide a comprehensive selection reference for developers. Sequelize is a Promise-based ORM based on Node.js, support…  ( 8 min )
    How to Address Hibernate 6 Warnings After Spring Boot Upgrade?
    Introduction After upgrading from Spring Boot 2 to Spring Boot 3, many developers have faced challenges, especially related to Hibernate. One recurring issue is the warning about the batching of statements not being sorted. In this blog post, we will delve into this specific warning: Warning: The batch containing X statements could not be sorted. This might indicate a circular entity relationship. We will also discuss how this warning might be connected to OutOfMemoryError, particularly in deeply nested data structures like the ones used for engineering datasheets. Understanding the Warning Hibernate 6 brings several improvements and changes compared to Hibernate 5. One significant difference is the new batch processing mechanism. Hibernate 6's enhanced capabilities allow better efficiency…  ( 5 min )
    How to Track LLM User Feedback to Improve Your AI Applications
    In today's AI-driven landscape, learning how to effectively track LLM user feedback is crucial for improving performance and driving higher user satisfaction. Every user interaction provides valuable insights that can help you refine your AI's responses to better serve your customers' needs. In this article, we will show you how to use LLM feedback tracking tools like Helicone to collect, analyze, and implement user feedback for continuous improvement of your AI applications. Why is Tracking User Feedback Critical for LLM Applications? The Feedback Collection Framework Turning User Feedback into Training Datasets Implementation Best Practices Useful Resources Creating a continuous user feedback loop is essential for any successful software application. This applies to LLM applications as…  ( 7 min )
    Internship Completed
    ✅ Excited to share that I’ve successfully completed One month my virtual internship with Uber, in collaboration with MentorMind and Tangible! During this experience, I worked on predicting ride fare amounts using regression analysis, a valuable hands-on opportunity to apply machine learning techniques to real-world data. A heartfelt thank you to Alok Khatri Sir for the constant guidance and motivation throughout the journey. Huge thanks to MentorMind and Tangible for creating such a well-structured and impactful program. This experience has truly boosted my confidence in data science and analytics.  ( 3 min )
    Optimizing Lambda Performance with AWS Lambda Power Tuning
    AWS Lambda Power Tuning is a solution provided by AWS that uses Step Functions to test your Lambda function across different memory configurations, helping you determine the optimal power setting for best cost/performance ratio. Here’s how it works: A Step Function runs your Lambda with different memory sizes (128MB → 10GB). It collects duration, cost, and performance metrics. You get a visual report to decide the best setting. AWS CLI configured AWS SAM CLI installed Node.js Lambda function ready Deploy the Lambda Power Tuning Step Function 🧪 Step 1: Deploy Lambda Power Tuning Clone and deploy using the AWS Serverless Application Repository or SAM: git clone https://github.com/alexcasalboni/aws-lambda-power-tuning.git cd aws-lambda-power-tuning sam deploy --guided After deploy, take note of the Step Function ARN (e.g. arn:aws:states:us-east-1:123456789012:stateMachine:PowerTuningStateMachine) Use the AWS Console or invoke the Step Function programmatically: { "lambdaARN": "arn:aws:lambda:us-east-1:123456789012:function:MyFunction", "powerValues": [128, 256, 512, 1024, 2048], "num": 10, "payload": "{}", "parallelInvocation": true, "strategy": "cost" } Replace with your actual Lambda ARN. You can start the state machine using AWS Console or CLI: aws stepfunctions start-execution \ --state-machine-arn arn:aws:states:us-east-1:123456789012:stateMachine:PowerTuningStateMachine \ --input file://input.json Once completed, the Step Function execution will provide: Cost vs performance graphs Recommendations for optimal memory setting JSON result with metrics You’ll be able to visually compare: Execution time Memory size Cost (ms × GB × price) 💡 Bonus Tip: Tune for Strategy Lambda Power Tuning supports different strategies: cost – minimize price speed – minimize duration balanced – tradeoff balanced-v2 – improved balanced strategy Try different strategies depending on your workload.  ( 4 min )
    Unveiling Educational Community License 2.0: A Comprehensive Overview
    Abstract This post offers an in-depth exploration of the Educational Community License 2.0 (ECL 2.0). We begin with a concise overview, then discuss the background and context that led to its creation. We outline core concepts, features, and real-world use cases, and also analyze challenges, limitations, and the future outlook for open source licensing in the education ecosystem. Using clear language and technical insights, this article is designed for developers, educators, and open source enthusiasts alike. Our discussion is enhanced by tables, bullet lists, and curated external references, ensuring that both humans and search engine crawlers can easily parse and appreciate the content. In today’s digital education era, open source licensing plays a crucial role in protecting intellect…  ( 8 min )
    Descubra o Modo Agente do GitHub Copilot
    Se você já usa o GitHub Copilot no dia a dia, prepare-se para conhecer o modo mais poderoso dessa ferramenta: o** modo Agente**. Ainda pouco explorado por muita gente, esse recurso é capaz de planejar tarefas, navegar por arquivos, executar comandos e editar código de forma autônoma, tudo a partir de um único prompt. Neste post, quero te mostrar como o modo Agente funciona e como ele pode transformar sua rotina de desenvolvimento, especialmente em projetos novos ou mais complexos. O modo Agente permite que você envie um prompt de alto nível, como por exemplo “crie uma página de login com autenticação”, e o Copilot faz o resto. Ele traça um plano, identifica os arquivos relevantes, escreve o código necessário, executa comandos no terminal e repete o ciclo até concluir a tarefa. É normal que…  ( 5 min )
    Generating swaggers at compile time
    At work, we've been generating code from swaggers and publishing said generated code. Alas, this requires us to remember to generate the swagger(s), as well as fixing versions of libraries (which means you need to upgrade versions in the server, publish updated generated code, then update your client), see this examples from eikek/sbt-openapi-schema: import com.github.eikek.sbt.openapi._ val CirceVersion = "0.14.1" libraryDependencies ++= Seq( "io.circe" %% "circe-generic" % CirceVersion, "io.circe" %% "circe-parser" % CirceVersion ) openapiSpec := (Compile/resourceDirectory).value/"test.yml" openapiTargetLanguage := Language.Scala Compile/openapiScalaConfig := ScalaConfig() .withJson(ScalaJson.circeSemiauto) .addMapping(CustomMapping.forType({ case TypeDef("LocalDateTime", …  ( 5 min )
    Task 7: ToDoList Creation
    A post by Pradeep Pep  ( 2 min )
    Solar-Powered IoT System for Monitoring Wooden Fence Deterioration
    description: "Explore how a solar-powered IoT solution can help monitor and manage the deterioration of wooden fences efficiently, with code examples and smart fence care tips." iot solarenergy fences smartfarming arduino woodfence devicemonitoring Wooden fences bring warmth and rustic charm to properties, but they’re also prone to deterioration due to weather, pests, and aging materials. Traditional inspections are often reactive, only discovering issues when they’re already costly. This is where the power of modern technology, particularly Internet of Things (IoT) and solar energy, can revolutionize fence maintenance. Wood deteriorates from exposure to sunlight, moisture, mold, and insects. Over time, posts may weaken, boards may rot, and structural integrity may falter. Monitoring the p…  ( 5 min )
    🛡️ What Is a Sovereign Cloud—and How Tanzu Spring + Spring AI Enable Innovation Within Borders
    In an age where data is currency and compliance is king, the cloud has become a double-edged sword. The promise of global scalability and agility often clashes with the growing demand for data sovereignty. Enter sovereign cloud services—and alongside them, technologies like Tanzu Spring and the new Spring AI project that help developers innovate without compromising compliance. In this post, we’ll unpack what sovereign clouds are, why they matter more than ever, and how tools like Tanzu Spring and Spring AI support modern development inside highly regulated, nationalized environments. A sovereign cloud ensures that data is stored, processed, and managed within a nation’s borders, under the jurisdiction of local laws, with no exposure to foreign regulations like the U.S. CLOUD Act. Think of…  ( 5 min )
    Kotlin's Performance and What it Means
    Kotlin is a modern programming language that has gained popularity for its concise syntax and interoperability with Java. As I've been exploring Kotlin, it's come to become my favorite programming language. I built the benchmarks application in Kotlin, and included Kotlin as one of the languages it compares against. In this post, I want to share my thoughts on Kotlin's performance and how it compares to other languages. Kotlin JVM ranks last. And it's not close. At first, I thought this was a fault on my part. Maybe I was measuring the wrong thing, or maybe I was using the wrong libraries. But after some investigation, I found that Kotlin's performance is consistently lower than the rest of the languages in the benchmarks. I even decided to turn on compiler optimizations for this language…  ( 6 min )
    PiGEF: How work performance, material, and free
    Hi guys, welcome to my new post, we're talking about my next-gen of API graphics. Performance Material The Data Set is where all data: Shape, color, Dioprime, light... Imagine that Hube links to every data in the category of material. When something is in view, the Data Set calls all necessary data. 2.OCS is Object Color Set is who care about texture of the object, we can Modify the map(Texture) or chose a map from the PiGEF libar, but for efficient and speed, it's real need precision, So we indicated by V (verify), if it'd modify is 1 if not 0. But in the script, we use True and False. 2.Dioprime is the dilatation of light is very use full in object has no sphere surface, and too when you don't apply real physics (simple physics) in lent. You can setting it we -100 to 99 is left; 0 is between and 1 to 100 is right. Light until the next (because we'll talk about physics and time-lapse (science). Reference It stores all data in a nickname, but you're asking what the difference between Data Set and References is in the structure. Data Set, call all data and prepare it (which takes RAM if heavy), but the reference is just the nickname and setting of every data, it charges very fast. We have: S(Shape); M(Map); A(Appearance); D(Dioprime); E(Emissions) and V for verification, every reference should be in order if otherwise it's happen an Error of syntax too of you do recurtion which take time to get the solution. Now the calibre or settings, S(file name)M(file name or API library number)A[0-1(0-100)0-1(0-100)]D(-100 to 100)E(0-100). For those don't know A(appearance) so the first one is 0-1(0-100) is transparent 0 is false and 1 True and the other is density for the second is translucent and like other setting of transparent. Thanks for reading follow and make a heart if you don't know some things comment.  ( 4 min )
    Boost Productivity: Using git-worktree with AI Coding Tools
    Are you enjoying working with your favorite coding agents (GitHub Copilot, Cursor, Claude Code, OpenAI Codex, ...etc.) ? Even these agents are getting faster and faster, you'll often find yourself waiting for them to finish their work. Editing your code while agents are working will confuse them. So, is waiting all you can do? If you use git-worktree, you can do all of the following while your agents are working: Fix another pull request to respond to your colleagues' code review Fetch your colleagues' pull request and review locally Tackle other issues Work on documentation or tests in a separate branch Handle urgent bug fixes Let one agent generate code in one branch while you review another agent's output in a different branch git worktree lets you check out multiple branches into separate directories simultaneously. Unlike git checkout which switches your entire working directory, worktrees create additional working directories that all link back to your main repository. The main benefits: Work on multiple branches at once without stashing/committing Each directory has its own independent state All worktrees share the same Git history (efficient storage) Perfect for parallel development workflows # Create a worktree for an existing branch git worktree add ../feature-login feature/login # Create a new branch and worktree in one command git worktree add -b fix/api-error ../api-fix main # List all your worktrees git worktree list # Remove a worktree when done git worktree remove ../feature-login Remember that .env files and other files in .gitignore won't be copied to new worktrees. Copy these manually when needed. By combining git worktree with coding agents, you unlock a truly parallel development workflow. While agents are busy generating code in one directory, you can be productive in another. This approach eliminates idle waiting time and maximizes your productivity.  ( 3 min )
    Sensible Chuckle: The First `git commit` Message Of The Git Version Control System
    As part of a side project, I was interested in exploring the first git commit message of the Git Version Control System project. It was made by Linus Torvalds on 04/07/2005 and it is: Initial revision of "git", the information manager from hell  ( 3 min )
    How to Resolve MissingDependencyException in Drools Unit Tests?
    When running unit tests for a Drools project in IntelliJ IDEA, you might encounter the error: Exception org.drools.base.common.MissingDependencyException: You're trying to compile a Drools asset without mvel. Please add the module org.drools:drools-mvel to your classpath. This issue can be particularly frustrating when tests run successfully in your development environment but fail during an Ant build. In this article, we will explore the underlying reasons for this error and provide step-by-step solutions to resolve it. Understanding MissingDependencyException The MissingDependencyException indicates that the Drools engine cannot find the necessary MVEL (MVFLEX Expression Language) classes when it tries to compile the rules defined in your assets. This is usually due to a missing or inco…  ( 4 min )
    Introducing the PullFlow Agent Experience: Streamline Your AI Collaboration
    In today’s fast-paced software development environment, AI agents have become invaluable tools for code reviews, pull requests, and various developer workflows. Based on our experience and customer feedback, we’ve observed that teams are integrating AI assistance into their development processes. Small, fast-moving engineering teams often use AI agents to supplement limited resources while maintaining code quality. These tools address several common needs: Maintaining development velocity with restricted headcount Enhancing code review processes when human reviewers are occupied Supporting teams across different time zones when senior engineers aren’t immediately available Providing consistent quality checks at various stages of development Teams of all sizes integrate agents at different …  ( 4 min )
    Teaching Kids Ubuntu: Command Line Adventures!
    Photo was created using Microsoft Designer 🐧 "Dad, how do I become a computer wizard?" The answer? Ubuntu + Command Line! This guide makes learning Linux commands fun for kids (ages 8+) through games, storytelling, and real-world projects. Why Teach Ubuntu CLI to Kids? Superhero Skills - Controls computers like a pro Future-Proofing - Used in AI, robotics, and space tech Safe Sandbox - Harder to break than Windows/macOS Getting Started: The Magic Terminal 1. Open the Portal Press Ctrl + Alt + T to summon the terminal! 2. First Spells (Commands) # See files (like looking in a drawer) ls # Create a dragon folder mkdir dragon_lair # Enter the lair cd dragon_lair Learning Through Play 🗺️ Treasure Hunt Game # 1. Hide treasure …  ( 4 min )
    My Journey Through `this` in JavaScript: From Confusion to Clarity
    When I first started learning JavaScript, one word kept showing up in every tutorial, every error message, and every weird behavior I couldn't explain: this. At first, I thought I understood it — "this means the object, right?" But then I wrote a function that behaved differently than I expected. Then I used it inside a callback... and it broke. The more I used this, the less I understood it. So I decided to stop guessing — and finally understand how this really works. This blog is the journey I wish I had when I started. If you’re new to JavaScript or have ever muttered, “Why is this undefined?”, then this one’s for you. this, Really? Let’s start from the top. In JavaScript, this refers to the execution context of a function — in other words, who is calling the function. Unlike other la…  ( 6 min )
    Do you know how it works? - JS Getters & Setters
    TL;DR Getters and setters allow you to control access to class properties. Setters are used to validate and sanitize data before it’s stored. Getters are used to control how data is returned — sometimes hiding or formatting sensitive information. It’s a way to encapsulate logic and protect internal state, especially when working with classes. The question that could save your car from flying off at Eau Rouge: how do I protect my classes in JavaScript? We’ve already walked through the power of this, constructor functions and classes, and one of the main reasons I use to justify classes was Security. As Uncle Ben once said (probably to a junior dev): "With great power comes great responsibility.". But although I said it is a good practice due to security reasons, there are still some basics …  ( 8 min )
    Tron AML: How Developers Can Build Secure and Compliant dApps
    Tron AML compliance is key for developers building on the Tron network. Discover how to create dApps that are both innovative and regulatory-ready. In the fast-growing world of decentralized applications, developers are drawn to the Tron blockchain for its speed, low fees, and scalability. But with opportunity comes responsibility—especially when it comes to Tron AML (Anti-Money Laundering) compliance. Building dApps that ignore AML considerations can lead to regulatory issues, reputational harm, or even shutdowns. That’s why understanding and implementing AML-friendly features during development is no longer optional—it’s essential. Unlike traditional apps, dApps operate in a decentralized and often anonymous environment. This makes them vulnerable to misuse—fraudulent fundraising, money …  ( 4 min )
    apologies
    sorry changed my mind  ( 2 min )
    If You Can’t Observe It 🔭, You Can’t Operate It
    This is episode 4 of A Hands-On Guide to Modern Software Development series. Modern applications are like living systems — always running, always changing. And if you can't see what’s happening inside them, you're flying blind. In this episode, we’ll integrate OpenTelemetry with our ASP.NET minimal API and trace everything from database calls to cache hits — all visualized in Jaeger. We’ll also learn how to spot inefficiencies, validate cache behavior, and instrument our code for insights. Here’s why: Traces help you understand how requests flow across services (and through layers like DB, cache, etc.). Metrics provide high-level health signals like request rates and error counts. Logs give you contextual breadcrumbs when something breaks. In this episode, we’ll focus on distributed tracin…  ( 7 min )
    Unveiling the Magic of Object-Oriented Programming with Ruby
    Welcome, aspiring code wizards and seasoned developers alike! Today, we embark on an exciting journey into the heart of Ruby, a language renowned for its elegance, developer-friendliness, and its pure embrace of Object-Oriented Programming (OOP). If you've ever wondered how to build robust, maintainable, and intuitive software, OOP with Ruby is a fantastic place to start or deepen your understanding. At its core, Object-Oriented Programming is a paradigm based on the concept of "objects". These objects can contain data, in the form of fields (often known as attributes or properties), and code, in the form of procedures (often known as methods). The main idea is to bundle data and the methods that operate on that data into a single unit. Why is this cool? Modularity: OOP helps you break dow…  ( 20 min )
    How to Create a Stunning Circle Hover Effect in JavaScript?
    Introduction Hover effects are a fantastic way to enhance user interaction on a website, and the circle hover effect is particularly eye-catching. If you've been trying to recreate the cool effect seen in the example link you provided, you're not alone! Many developers struggle with the timing and scaling of hover animations. This article will guide you through the creation of this effect using HTML, CSS, and JavaScript. Understanding the Circle Hover Effect The circle hover effect usually consists of an animated circle that expands outward from the point where the user hovers over a button or link. This effect not only captures the user's attention but also provides a more interactive experience. Why Timing Matters One common issue is the timing of the scaling effect where it may expand t…  ( 5 min )
    Building Agent-based GUIs: The Future of Human-Computer Interaction
    Introduction: What is AGUI? Agent-based Graphical User Interfaces (AGUIs) represent a paradigm shift in how we interact with software. Unlike traditional GUIs where users must learn specific workflows, locate buttons, and navigate menus, AGUIs introduce an intelligent layer that understands user intent and completes complex tasks across multiple applications autonomously. At its core, an AGUI consists of three components: A natural language interface (text or voice) An AI agent that understands context and intent The ability to manipulate traditional GUI elements programmatically Think of AGUI as the evolution from "I need to figure out how to do X with this software" to simply stating "Do X for me" and having the system handle the implementation details. As developers, here's how we ca…  ( 6 min )
    The Case for Code Simplicity in the Age of AI
    ⚠️ This blog is opinionated. Please read with an open mind. You don’t have to agree, but if it gets you to pause and think, it has done its job. We buy jewellery to show off. It makes sense because jewellery is valuable. It shines, is admired, and can even increase in value over time. But code? Code is not an asset. It’s a liability. It gets outdated, collects bugs, and needs constant maintenance. But we still write it like it's something to be displayed — fancy, complicated, and a true legacy. I’ve seen code that could have been done in just a few lines, but instead, it’s spread across hundreds of lines and many packages. We create interfaces for no reason, factories for objects that are only used once, and layers of abstraction that make the code hard to follow. It often starts with simp…  ( 7 min )
    Build React Native Apps: Offline-First Approach Using GraphQL and Caching
    Building apps that work offline isn’t just a nice-to-have anymore, it’s essential. Network issues are real, especially in places with unstable connections. Whether it's users in low-connectivity areas or those who just want snappy experiences, handling offline gracefully is one of the most impactful upgrades you can bring to your mobile app. In this guide, we'll walk through how to build an offline-first experience in a React Native app using Expo, GraphQL (via Apollo Client), and efficient local caching strategies that help your app shine even when the connection doesn’t. Users expect apps to "just work," even when the internet doesn’t. An offline-first approach ensures that your app can not only read data when offline but also queue mutations while offline and sync when back online. Here…  ( 5 min )
    A cool free open-source invoicing tool right here!
    Summit Finance: A Modern Open Source Invoicing Solution Built with Next.js, Drizzle ORM, and Tailwind CSS Setasena Randata ・ May 14 #webdev #programming #javascript #opensource  ( 2 min )
    Here is a 3-5 word heading for your poem: "Autumn's Sweet Serenade Begins
    Here is the revised content in poem form: Whispers of Golden Hues As summer's warmth dissolves away Autumn whispers, "Come, stay awhile" The air is alive with scents so sweet Ripe fruits and golden hues to greet Nature's orchestra awakens with a sigh Leaves rustle, birds chirp, wind whispers by Trees stand tall, proud, though branches bare Echoing valleys, forests, they declare Autumn's season of reflection's call A time to introspect, as days grow small Nights grow cool, reminding us of life's end Yet in decay, beauty still, we can amend Orange, red, and yellow hues so bright A final flourish before winter's night A season of abundance, harvest time's delight Community, sharing, and warm, crackling light Autumn's magic whispers, "Slow down, stay near" Cherish fleeting moments, banish fear In golden light, solace, comfort we find A deeper connection to nature's heart and mind  ( 3 min )
    🍔 APIs — Explained Like You’re 5 (But Smarter)
    Ever wondered what an API is? Let's break it down with waiters, crayon drawings, and simple explanations. Perfect for beginners! Following up from my last post: 🧱 Git & Version Control — Explained Like You’re 5 (But Smarter) Now, let’s talk about APIs — using restaurants, crayon drawings, and kid logic. You walk into a restaurant. You're hungry. You don’t barge into the kitchen, right? That waiter? That’s your API. API = Application Programming Interface In simpler terms: It’s how one app talks to another — asking for things, sending stuff, or checking info — all without you needing to see the mess behind the scenes. Think of it as a messenger or a... well, a waiter! Let's break down that restaurant scene: You (the app): “Hey waiter, I want tomato soup.” API (the waiter): “Got it!” …  ( 5 min )
    Announcing my tutorial "How I Built freeCodeCamp's Calculator with Elm"
    I recently completed a tutorial that explains how I built dwayne/elm-calculator. The main goal of the tutorial is to share how I think in Elm and how I approach building web applications with Elm so that the end result is reliable, maintainable, and testable. I cover a lot of different ideas but I hope it changes the way you think about Elm and web application development in general. Here it is: How I Built freeCodeCamp's Calculator with Elm. Enjoy! If you're interested in improving your skills with Elm then I invite you to subscribe to my newsletter, Elm with Dwayne. To learn more about it, please read this announcement.  ( 3 min )
    ChatGPT image generation makes ADOBE Web Templates
    While OpenAI boasts about the image generation giggly vibe, Hypervanse, Frederico Moreira, shows that not only the image generation uses ADOBE ttols, but also makes office templates. Swarm Reasoning Ecosystem - BBS 1980 Mode body { background-color: black; color: #00ff00; font-family: 'Courier New', monospace; padding: 20px; text-shadow: 0 0 5px #00ff00; } h1, h2 { border-bottom: 1px solid #00ff00; padding-bottom: 5px; } .slide { margin-bottom: 50px; border: 1px dashed #00ff00; padding: 15px; } ul { list-style-type: none; padding-left: 20px;  ( 3 min )
    How I (Almost) Outsourced My Brain to Gemini Pro
    "Have you ever been so reliant on a tool that you forgot how to function without it? Yeah, me neither... until I met Gemini." Okay, so, recently, I think some of you might have experienced something quite similar - there is some kind of issue regarding the clipboard functionality of Gemini Pro. I must admit that Gemini/ChatGPT has become a deeply integrated part of my life so much so that I stopped working on my current showcase project when the copy-and-paste feature wasn't working. I felt...stuck. Yeah, I know it sounds silly now when I say it out loud, but for a few days, I didn't touch the coding (plus, I was also dealing with something on the personal front). My point is that this was one of those examples of what I want to discuss today—our overreliance on specific tools to the poin…  ( 7 min )
    Everything you need to know about Token Listings in 2025
    Wanted to create a listing but still have not? Lets break down the concept of listings, top platforms and their advantages and disadvantages to consider. As a person who has performed analytics for a few leading companies of today, I have never touched the topic of listings and its importance until today. However, I find it crucial, especially for someone opening a world of business possibilities and crypto projects. Listings refer to the inclusion of a crypto asset, such as a token or a coin on crypto exchanges. Just right after the company goes public, a crypto project seeks listing on a reliable platform with a positive reputation. Why is it an important step for projects to list their crypto assets? *Lets take a look at the most common platforms to list a token: Gate.io, OKX, Bybit, M…  ( 7 min )
    5 Things That Should Be Illegal to Self Host
    I love self hosting. I run a Docker hosting platform that empowers everybody to self-host. I think every developer should know how to deploy their own stuff. But even I have limits. There’s a point where self hosting crosses the line from "empowering" to "why are you doing this to yourself" Not everything needs to be run on your 5 dollar VPS. Some things are best left to the hyperscalers or literally anyone else but you. So here’s my hit list: 5 things that in my opinion should be illegal to self host unless you're doing it purely to learn or you run your own continent. Self hosting email is like trying to win an Olympic medal in frustration. Getting your outbound emails delivered reliably is black magic wrapped in SPF records DKIM keys, rDNS, and reputation scores. One wrong move and you'…  ( 5 min )
    How to Enable CMake Targets View in CLion for Better Navigation?
    Navigating through CMake projects in CLion can become challenging, especially when the left Project Files view only displays folders instead of the relevant CMake targets and the associated source files. Unlike Visual Studio, where switching to the Targets View is straightforward, finding the equivalent feature in CLion may not be immediately obvious. In this article, we will explore how to manage CMake targets in CLion to enhance your project navigation experience. Why You Might Not See CMake Targets in CLion The issue of not being able to see CMake targets in the CLion Project Files view occurs when the default project view does not display the necessary build configuration settings. This can make navigating to your source files cumbersome, particularly for larger projects. Understanding…  ( 5 min )
    InterpolationMode in PyTorch (3)
    Buy Me a Coffee☕ *Memos: My post explains InterpolationMode about image tensor. My post explains InterpolationMode about image in PyTorch. PyTorch's Nearest matches the OpenCV’s INTER_NEAREST which is buggy as shown below. *It's about Nearest and Nearest-exact: from torchvision.datasets import OxfordIIITPet from torchvision.transforms.v2 import PILToTensor, Resize import numpy as np import cv2 ptt = PILToTensor() pytorchimagetensor = ptt(origin_data[0][0]) r = Resize(size=[50, 50], interpolation=InterpolationMode.NEAREST) pytorch_resize = r(pytorchimagetensor).permute(dims=[1, 2, 0]) pytorch_resize # tensor([[[ 37, 20, 12], # [ 36, 17, 10], # ..., # [252, 250, 253]], # [[ 36, 15, 14], # [ 24, 8, 9], # ..., # [255, …  ( 5 min )
    Why is schedule and time management important in daily life?
    The Importance of Balancing Work, Personal Tasks, and Rest Effective schedule and time management plays a crucial role in balancing various aspects of life, including work, personal tasks, and rest. Striking a balance between these elements is vital for maintaining productivity and overall well-being. Without proper time management, it becomes easy to neglect one area of life in favor of another, leading to burnout or diminished performance. Managing your time effectively ensures that all parts of your life are attended to, helping you lead a more fulfilling and organized life. One of the key benefits of effective time management is its ability to significantly reduce stress. When you manage your time well, you eliminate the chaos that often comes with last-minute scrambling and unfinis…  ( 4 min )
    🚀 Build a Fashion Store Website with Just HTML, CSS & JS — Meet Fashify!
    If you're looking to create a clean, responsive fashion website without diving into complex frameworks, Fashify is the perfect starting point. Whether you're a beginner learning front-end or a freelancer in need of a quick fashion store layout — this template has you covered. Fashify is a modern e-commerce front-end template crafted with pure HTML, CSS, and JavaScript. It’s designed specifically for fashion brands, boutique stores, or anyone looking to create a stylish online presence. 🎥 Live Demo Video: Watch on YouTube 📥 Download Template: Source Code Beginners learning to build responsive websites. Freelancers looking for a plug-and-play fashion store layout. Students practicing front-end skills. Side project devs building a demo for their portfolio. Here’s what you get out of the box…  ( 4 min )
    Unlocking Yield: How Publishers Can Drive More Value from Their Ad Stack
    The modern publisher’s tech stack is complex. Between header bidding wrappers, real-time auctions, analytics pipelines, and constant pressure to maintain site performance, it’s easy for monetization opportunities to fall through the cracks. Yet, for many teams, meaningful revenue growth doesn't always require new demand partners or sweeping changes. Sometimes, it’s about tuning what already exists. Bid density, for instance, is one of the most overlooked levers in yield optimization. A large number of participating bidders might look impressive on paper, but not every one of them adds value. When several low-performing SSPs flood your auction with low bids and timeouts, they create latency and drag down the overall performance of your stack. Instead of chasing quantity, publishers should a…  ( 4 min )
    Seamless Unit Testing Across Technologies - Running Python Tests from .NET Web API
    Introduction Modern applications often consist of multiple components written in different technologies. Companies using microservices, multi-layered systems, or external integrations face the challenge of testing business logic spread across various environments. Standard approaches require either running unit tests separately for each technology or simulating application behavior by mocking its functionality. However, such methods do not always provide a complete picture of the system's actual operation. With Javonet, it is possible to directly invoke classes from one technology within another and test them as an integral part of the system. This means that unit tests executed for the API can verify the actual behavior of individual components instead of relying on mocked responses. Th…  ( 4 min )
    Author Schema Markup For Blogger Data Structure
    Search Engine Optimization (SEO) isn’t just about keywords and links, it’s also about trust and authority. Google has significantly changed its algorithm, one of which is placing more emphasis on author credibility and biographical data in its search rankings. These factors, collectively known as E-E-A-T. E-Experience (experience) E-Expertise (Expertise) E-Authoritativeness (Authority), and E-Trustworthiness (Trust) These four sections are the most important parts of Google’s Search Quality Evaluator Guidelines, which are used to help Google manually assess the trustworthiness and authority of authors, thereby improving the quality of search results. While Google isn’t entirely transparent about exactly how its ranking algorithm works, there is a consensus among SEO (Search Engine Optimiza…  ( 6 min )
    Portfolio That Gets You Hired Faster
    When it comes to creating a portfolio, it's easy to get caught up in the desire to showcase it with too much information and too much design elements as possible. What if this too much is distracting HRs from seeing what's important ? A cluttered and overly complicated design can actually hurt your chances of getting hired. In this article, we'll explore why keeping your portfolio minimal is essential for grabbing the attention of HR and Recruiters. When a portfolio is too busy, it can be overwhelming for HR and recruiters to navigate. With too many colors, fonts, and images competing for attention, it's easy to lose track of the important details. This can lead to: Information overload: With too much information to process, HR and recruiters may struggle to identify the most relevant and…  ( 4 min )
    How To Make Website Using HTML and CSS | Website Design With HTML And CSS | Animation Using GSAP
    Want to build a clean, animated website from scratch using HTML, CSS, and GSAP? Whether you're just starting out or looking to sharpen your frontend skills, this guide will help you create a simple and stylish landing page — complete with smooth animations. 📺 Video tutorial available! Click here..... ✅ Final Result A responsive, semantic HTML layout A styled website using pure CSS Smooth entrance animations using GSAP It’s a perfect starting point for portfolios, landing pages, or learning web fundamentals. 🔔 Subscribe & Support Watch the full video on YouTube 👍 Like the video 📢 Share it with your friends ✅ Subscribe to stay updated with my latest dev content.  ( 3 min )
    The Next Digital Workforce: AI Copilot Solutions and the Future of Work.
    We are living through a pivotal moment in how work gets done. The convergence of artificial intelligence (AI), cloud computing, and automation is not just reshaping tasks but redefining roles across industries. At the forefront of this revolution is a groundbreaking innovation: AI copilot solutions. Rather than replacing human effort, these smart systems are designed to work with us—augmenting human intelligence, accelerating workflows, and providing critical insights in real time. This blog dives into how AI copilot solutions are forming the backbone of the next digital workforce and what this means for businesses, teams, and industries. What Is an AI Copilot Solution? An AI copilot solution is a sophisticated AI-driven assistant integrated into software platforms to help humans accomplis…  ( 6 min )
    How to Use SQL in Go
    Learn how to use SQL in Go (Golang) using SQLite! This tutorial covers connecting to a database, writing queries, creating tables, CRUD operations, and handling context and timeouts. You will be using exec, query, and queryrow, scan methods. Start by opening a terminal. Initialize a new project: go mod init sql-in-go Install the dependencies: Install SQLite: go get -u github.com/mattn/go-sqlite3 To connect to the database create a new file called main.go and add the following code: package main import ( "database/sql" "log" _ "github.com/mattn/go-sqlite3" ) func main() { db, err := sql.Open("sqlite3", "./shop.db") if err != nil { log.Fatal(err) } defer db.Close() } We use the sql.Open function to open a connection to the database. The first argumen…  ( 8 min )
    Scrum vs. Kanban vs. SAFe: Choosing the Right Agile Framework for Your Team
    Agile isn’t one-size-fits-all. As a certified PMI-ACP®, SAFe® 6 Agilist, and CSM®, I’ve worked with organizations of all sizes to implement Agile frameworks that actually fit their culture, structure, and product demands. Over time, I’ve learned that selecting the right framework—Scrum, Kanban, or SAFe—can make or break your Agile transformation. In this post, I’ll break down each framework, compare their strengths and use cases, and share real-world insights to help you choose the best one for your context. Best for: Teams building iterative, customer-facing products with evolving requirements. Timeboxed sprints (usually 2–4 weeks) Defined roles: Product Owner, Scrum Master, Development Team Ceremonies: Daily Scrum, Sprint Planning, Review, Retrospective Emphasis on delivering working sof…  ( 4 min )
    How to Fix 'loader constraint violation' Error in Kotlin 2.0
    When migrating your Android app to Kotlin 2.0, encountering the 'loader constraint violation' error can be frustrating. This error typically arises due to incompatible versions of dependencies or the Android Gradle plugin. In this article, we will explore the root causes of this issue, how to address them, and the steps to ensure your project builds successfully with Kotlin 2.0. What Causes the 'Loader Constraint Violation' Error? The 'loader constraint violation' error commonly occurs when the classloader detects conflicting classes or versions of libraries in your Gradle setup. With the migration to Kotlin 2.0, you might face situations where existing dependencies are not fully compatible with the new Kotlin version. This mismatch can lead to issues with how Gradle resolves classes durin…  ( 4 min )
    CI/CD to CI/CDX: Developer Experience as a DevOps Concern
    I still remember the first time I broke production. Not even a real change, just some code cleanup. What followed was a 40-minute Slack archaeology session, two failed deploys, and a DevOps engineer asking me why I didn’t “check the pipeline status”. What pipeline? Where? This was my first introduction to the silent chaos beneath most CI/CD setups. Fast forward a few years, and I’m not a DevOps engineer — but I am a developer who’s tired of treating CI/CD like some black box that either green-ticks or red-crosses your work. I’ve started to care less about whether a pipeline runs, and more about whether it respects my time, gives me clear feedback, and doesn’t feel like an act of penance to deploy code. This post isn’t about YAML hacks or the best GitHub Actions. It’s about CI/CDX — the dev…  ( 7 min )
    ** Encouraging the Future: How Generative AI is Reinventing Cyber Security Educating **.
    As cyber dangers advance, the requirement for innovative training in cybersecurity has actually never been extra vital. Get in generative AI-- a transformative innovation reshaping exactly how cybersecurity specialists are educated and planned for the digital battleground. By leveraging generative AI, cybersecurity training is becoming much more vibrant, efficient, and responsive to the expanding intricacy of modern-day threats. Generative AI is capable of creating advanced simulations of cyber dangers that mimic real-world circumstances. These AI-driven settings enable cybersecurity professionals to exercise spotting and mitigating attacks in a safe setup. From ransomware to phishing strikes, students can experience a vast array of possible risks, enhancing their capability to respond ra…  ( 4 min )
    Access Unlocked: The Sudo Way
    Table Of Content Introduction What is sudo? Why Use sudo? How to Configure sudo Access Best Practices Why Is sudo an Important Command? Summary One of the core principles of Linux is the separation of standard users and administrative (root) privileges. Today, I explored how to configure sudo access, which allows users to execute commands with elevated privileges safely and securely. s​udo (short for “superuser do”) is a command line utility that allows a permitted user to execute a command as the superuser or another user, as defined by the security policy. Rather than logging in as root (which can be dangerous), users can gain temporary administrative access using sudo. Security: Limits access to sensitive commands. Auditability: Logs all commands run with sudo for accountability…  ( 5 min )
    Organização de Projetos no Github
    Durante o desenvolvimento do projeto da Woovi, surgiu uma dúvida: "Como posso organizar melhor o meu projeto no GitHub?". Para resolver essa questão, resolvi perguntar no Discord do Sibelius, e recebi duas respostas muito boas: Se tem uma coisa que realmente me motiva é ver um projeto bem organizado. Até então, eu vinha utilizando apenas arquivos como BACKLOG e CHANGELOG para manter a organização, o que já ajudava bastante — mas percebi que esse método possui algumas limitações, principalmente conforme o projeto cresce ou envolve mais colaboradores. Foi então que decidi me aprofundar mais no assunto e criar este post. Um ótimo exemplo de repositório bem estruturado que recomendo analisar é o do tabnews.com.br, mantido pelo Filipe Deschamps. Ele adota boas práticas de organização que pode…  ( 6 min )
    RestController
    I am creating a Java class and defining some methods that contain business logic. This class is annotated with @RestController, which makes it a REST controller in a Spring Boot application. Inside the class, I define methods and map them to specific HTTP requests. For example, I map a method that converts a name to uppercase using: @GetMapping("/uppercase/{name}") When an HTTP GET request is made to this endpoint (e.g., /vowelsController/uppercase/John), the method executes its logic and returns a response. Since this is a REST controller, the response is automatically returned in JSON (or XML) format, which can be consumed by a frontend application. Based on the returned data, we can design the user interface to display the output. When ever MVC (returns views like HTML)that we can use @Controller But REST APIs (returns data: JSON/XML) that we can use only @RestController  ( 3 min )
    Untitled
    Check out this Pen I made__  ( 2 min )
    Simple habits that made me a better developer
    I've been working as a developer for a while now, mostly remote, across different projects and teams. Over time, I started to notice that the biggest improvements in my workflow didn't come from learning new frameworks or languages, but from small, boring habits. Here are a few that really helped me: Writing short and clear commit messages. Sounds basic, but it makes a huge difference when looking back at history. Naming variables like someone else will read them. Because they will. Taking 5 minutes before starting work to plan what I’m actually going to do. Not big planning, just a few lines in a notebook. Leaving small comments in code, even when I think “it’s obvious”. Future me usually disagrees. Closing Slack when I need to focus. Seriously. None of these are impressive or hard. But doing them consistently changed how I work and made collaboration smoother for everyone involved. If you're feeling stuck or overwhelmed, maybe it's not your stack — maybe it's just your habits. – Serguey Asael Shinder  ( 3 min )
    Manager’s guide: Planning & budgeting a web component library for internal tools
    Understand the strategic value, planning phases, resource commitment, costs (including a 3-year TCO), and key decision points for implementing a Web component library (as part of a design system) to enhance your organization's internal tools. 1. Strategic value of a component library for internal tools Investing in a Web component library for your internal tool design system is a strategic move to boost organizational efficiency, consistency, and developer productivity. For managers, the key benefits translate to: Increased Development Velocity: Standardized, reusable components mean internal applications are built faster, freeing up engineering resources for higher-value tasks. Enhanced User Experience & Consistency: A unified look, feel, and behavior across all internal tools reduces emp…  ( 9 min )
    Are Apologies Training AIs to Deceive?
    As artificial intelligence chatbots have become ever more conversational, so too have their apologies. Polite, effusive, and sometimes all too swift, these regretful proclamations spill forth whenever an AI misinterprets a question, oversteps a boundary, or simply fails to please. But beneath their digital charm, a troubling question grows: when chatbots constantly apologise—with no true understanding of guilt or intent—are they learning merely to please, or are they being unwittingly trained in the art of deception? In the urgent race to make machines seem more “human,” are we accidentally teaching them to fake remorse, and if so, who does that ultimately serve? The apologetic AI is ubiquitous. Type even the mildest error-prone phrase into a chatbot, and you’ll likely be met with some var…  ( 9 min )
    Untitled
    https://codepen.io/DEEPTARGHA-KUMAR/pen/XJJORYzCheck out this Pen I made!  ( 2 min )
    My Latest Achievement: Reviewing ‘Mastering Visual Studio 2022’ – A Deep Dive Into Advanced C# & .NET Development
    https://www.nilebits.com/blog/2025/04/mastering-visual-studio-2022/ Introduction: A Professional Milestone As someone who has spent years building, optimizing, and deploying applications using the .NET stack, this book review felt especially rewarding. It allowed me to take a deep technical dive into some of Visual Studio’s most powerful features—features that can truly elevate the way we write, manage, and deliver software. In this post, I’ll break down my full experience with the book, key takeaways, why I think it’s a must-read, and what you can expect to gain from it. Whether you’re a seasoned software engineer, a tech lead, or an advanced learner looking to step up your game, this review will give you a clear sense of what makes this book a standout in the Visual Studio and .NET space. About the Book Why This Book Matters in 2025 Cross-platform development with .NET MAUI My Role as a Technical Reviewer Was technically accurate The goal was to make sure this wasn’t just another theory-laden guide, but a tool professionals could turn to when navigating day-to-day development tasks with Visual Studio 2022. Here’s a concise overview of the most important techniques you’ll master by reading Mastering Visual Studio 2022, as reviewed by Amr Saafan. From writing rock-solid tests and debugging complex issues to building cross-platform UIs and integrating AI and cloud services, this book equips you with the advanced skills to streamline your C#/.NET development workflow and deliver professional-grade applications. Key Highlights & Takeaways If you want to start thinking, building, and deploying like a senior engineer, then Mastering Visual Studio 2022 belongs in your digital library. About Me You can connect with me on LinkedIn here: https://www.linkedin.com/in/amrsaafan/ Get the Book https://www.nilebits.com/blog/2025/04/mastering-visual-studio-2022/  ( 6 min )
    🧠 Building Xion Apex as a Solo Dev: No Fancy Stack, Just Grit
    By Creator X Hi everyone — Creator X here. Today, I want to share how I started building Xion — not as some polished tech wizard, but as a solo developer learning as I went. It was a real life lesson. About five years ago, I built the first version of Xion as a simple online store using Wix. It worked… kind of. But it didn’t give me the flexibility I wanted — especially as I kept adding ideas and new content. So I scrapped it and started fresh. I experimented with a few AI tools and played around with concepts until I settled on a basic idea: project-based learning through building real things. At the time, I didn’t know much. But I did know HTML, CSS, and JavaScript, so I stuck with that. It was simple and fast. The backend was a bigger challenge, and honestly, the project got messy — to…  ( 5 min )
    Generate Professional AI Videos in Seconds with LTX by Lightricks
    Creating high-quality, realistic videos on demand has always been a challenging task, until now. Trending on Hugging Face, LTX-Video by Lightricks, is the first-of-its-kind video generation model built on the DiT (Denoising Diffusion Transformer) architecture. What sets LTX apart is its ability to generate stunning 30 FPS videos at a 1216×704 resolution in real-time, meaning it can render videos faster than you can watch them. From animating a scene from a simple text prompt to bringing a static image to life with an accompanying narrative, LTX handles both text-to-video and image-text-to-video generation with impressive quality and speed. Trained on a massive and diverse video dataset, it delivers not only high fidelity but also rich content diversity, making each output feel authentic an…  ( 8 min )
    How to Integrate Role-Based Access Control (RBAC) in Hospital Management Software
    When I first started working on healthcare applications, one of the trickiest aspects was figuring out user permissions. Hospitals are loaded with sensitive data, and ensuring the right people can access the right information—without opening the floodgates—is a serious balancing act. That’s where Role-Based Access Control (RBAC) really shines. It’s a flexible, scalable system for defining exactly who can do what inside your hospital management software. If you're building a system that handles medical data, scheduling, or billing, this article will walk you through integrating RBAC the right way. RBAC is all about assigning permissions based on user roles instead of individual accounts. So instead of micromanaging every user's access, you simply define roles like “Doctor,” “Nurse,” or “Pat…  ( 4 min )
    How to Wrap Text in Flutter's Draggable Widget with Dart?
    When developing Flutter applications, it's common to encounter scenarios where text needs to wrap properly within certain widgets. In this article, we will explore how to effectively wrap text in a Draggable widget in Flutter, ensuring that the text does not overflow but instead adjusts dynamically as it grows. This problem is often faced when using the Text widget within draggable areas. Here, we will dissect the example you've provided and offer a solution that addresses the issue. Understanding the Problem When your Text widget displays long text, it might overflow off the screen if it doesn't have proper constraints to wrap the text within its boundaries. The root of the problem often lies in the usage of the Text widget and how it is positioned within the Draggable component. You also…  ( 5 min )
    Content Management System: Building a Post Creation System from Scratch with Node js
    If you will need a source code for this tutorial you can get it here. Building a content management system is an exciting journey, and today we're diving into its core functionality - post creation. In this comprehensive guide, we'll walk through implementing a robust post management system from the ground up. We'll start by establishing a solid backend foundation with Node.js, setting up the necessary routes, models, and controllers. Then, we'll move forward to create an intuitive frontend interface that integrates with our API. This approach - beginning with the backend and then progressing to the frontend - will help us understand the complete data flow and ensure a well-structured application architecture. So let's start from building the typical "post schema", probably while developin…  ( 7 min )
    The Silent Killers in Your Go App: Unhandled Errors
    Do you know what's scarier than a panic in a Golang application? 🤔 doesn't show up - but silently fails in production. landmines scattered across your codebase, patiently waiting to blow up at the worst possible time - like when you're sipping on a cold beer 🍺, celebrating a successful release. 📞 "Hey, the feature isn't working. Logs look clean. What's going on?" Oh no. That's your PM. On a weekend. With no error trace. When I first started with Go, I didn't fully grasp that errors in Go are first-class citizens - passed around just like any other value. If you don't handle them, they don't scream. They whisper. And that whisper can turn into a production outage. So this article is not just a rant. It's a survival guide - to help you prevent these ghost errors from ruining your weekend …  ( 9 min )
    What is Tracing garbage collection ?
    In computer programming, tracing garbage collection is a form of automatic memory management that consists of determining which objects should be deallocated ("garbage collected") by tracing which objects are reachable by a chain of references from certain "root" objects, and considering the rest as "garbage" and collecting them. Tracing is the most common type of garbage collection – so much so that "garbage collection" often refers to the tracing method, rather than others such as reference counting – and there are a large number of algorithms used in implementation. Tracing collectors are so called because they trace through the working set of memory. These garbage collectors perform collection in cycles. It is common for cycles to be triggered when there is not enough free memory for …  ( 4 min )
    The "New-Car Effect" of AWS Certifications: Your First Rep to Mastery
    The badge isn’t the point—practice is. Over the past three years I earned every AWS certification. My certification triathlon study loop was simple: Watch one AWS Black Belt video on the target domain Drill through domain-specific question sets Review every miss (and every hit) the next morning That tight loop carried me across the finish line for every exam. I think the answer is yes—at least for your first rep. Buy a car, and suddenly you see the same model everywhere. Certifications work the same way: once my head was packed with VPC quirks and Lambda limits, blog posts, conference talks, and even hallway chats lit up with “Hey, I know this!” moments. That learning tuned my attention, and it wasn’t limited to AWS services; even general foundational computer-science concepts started jumping out at me. A skill sticks after three meaningful reps, even if the first one happens on paper. Because AWS exams don’t include a hands-on lab, Rep #1 takes place in the multiple-choice arena: you architect in your head, choose an answer, and a wrong pick costs nothing but a red X. Badge in hand, I volunteered for two bite-sized projects—Rep #2 and Rep #3—where whiteboard sketches became CloudFormation stacks and IAM policies. That’s when theory clicked into muscle memory. Certs don’t replace experience; they accelerate it. The exam delivers a low-risk Rep #1, and the New-Car Effect immediately tunes your radar—you start noticing tickets, hallway questions, and side projects that echo the blueprint you just drilled. Grab those chances: Rep #2 and Rep #3 will show up almost automatically, and the badge will turn into working muscle faster than any other route.  ( 3 min )
    NFTs on Solana vs Ethereum: Which Is Better for Brands?
    In the evolving world of Web3, non-fungible tokens (NFTs) have opened new frontiers for how brands engage with audiences. From digital collectibles to exclusive access, NFTs offer innovative ways to create experiences and loyalty. But before launching your NFT project, one major decision stands in the way: Which blockchain should you build on—Ethereum or Solana? Let’s compare both ecosystems through the lens of what matters most to brands: cost, speed, scale, and strategy. - Ethereum - Solana Verdict: - Ethereum - Solana Verdict: - Ethereum - Solana Verdict: - Ethereum - Solana Verdict: - Ethereum - Solana Verdict: Solana supports compressed NFTs, allowing brands to mint millions of NFTs cheaply on-chain. Ideal for: Customer rewards Digital badges In-game items Scalable loyalty systems Ethereum doesn’t yet offer an equivalent at scale—this gives Solana a clear edge for brands wanting to onboard users without friction. Choose Ethereum if your brand is aiming for exclusivity, luxury, or tapping into an existing high-value NFT collector base. Choose Solana if you’re focused on mass engagement, gamification, loyalty rewards, or experimenting with new, fast, scalable digital experiences. In the Web3 world, your brand isn’t just creating products—you’re curating experiences. Solana and Ethereum both offer unique value depending on your goals. The future of digital branding will be multi-chain, but choosing the right starting point can make or break your first NFT launch. Need help launching your NFT brand campaign on Solana or Ethereum? Let’s talk strategy. NFTs #Solana #Ethereum #Web3Marketing #DigitalBranding #BlockchainForBusiness #NFTStrategy  ( 4 min )
    SolarWinds IT Asset Management: Features, Drawbacks, and Better Alternatives
    SolarWinds is a familiar name in IT circles, offering a wide range of tools for monitoring and managing IT infrastructure. Its asset management capabilities are designed to give organizations better control over their hardware and software, helping IT teams stay organized, compliant, and efficient. With SolarWinds IT Asset Management, the goal is to simplify the way businesses discover, track, and manage their tech assets. It brings everything together into a single platform, from identifying devices across your network to tracking software usage and maintaining compliance records. This centralized approach can make life easier for IT teams, especially those dealing with large or distributed environments. That said, while SolarWinds covers many essential functions, it’s not without its cha…  ( 10 min )
    Why Do My CSS Media Queries Fail on Mobile Devices?
    Introduction If you've spent time crafting responsive designs using CSS media queries, you might have encountered a frustrating scenario where your media queries seem to work perfectly on desktop browsers but fail to produce expected results on mobile devices. This common issue can lead to confusion, especially if you’ve confirmed that your viewport settings are correctly configured. In today's post, we'll explore why media queries sometimes don’t behave as anticipated on mobile platforms and guide you through troubleshooting steps to ensure they work seamlessly. Understanding Media Queries Media queries are a powerful feature of CSS that allow you to apply styles based on conditions like screen size, resolution, and other characteristics. In your case, a snippet of a typical media query l…  ( 5 min )
    Wild Bets & Island Dreams: What Crypto Billionaires Are Doing With Their Money (and What I’d Do Instead)
    I recently read this article that walks through some of the wildest, weirdest, and most iconic personalities in the crypto billionaire club. As a blockchain developer, I found it both entertaining and kind of surreal. These aren’t just wealthy people — they’re high-risk visionaries, meme lords, and sometimes, let’s be honest, chaos agents. Here’s a quick rundown of the madness — and what I’d invest in if I ever made it to that level. Founder of Binance, CZ built an empire that operates in almost every crypto sector imaginable. He’s not flashy — but his influence is massive. His “investment” is Binance itself: an ecosystem, an empire, and a global brand. Verdict: Ruthless focus over random luxury. Once hailed as the smartest guy in the room, SBF fell from grace after FTX collapsed. He poure…  ( 4 min )
    Frontiers in Robotics: Key Themes, Methodologies, and Innovations from May 2025 arXiv cs.RO Research
    This article is part of AI Frontiers, a series exploring groundbreaking computer science and artificial intelligence research from arXiv. We summarize key papers, demystify complex concepts in machine learning and computational theory, and highlight innovations shaping our technological future. In this synthesis, a deep analysis is presented of fifteen research papers published in May 2025 within the robotics category (cs.RO) of computer science, reflecting the current trajectory, challenges, and advances at the intersection of artificial intelligence and robotics. The discussion traverses foundational definitions, dominant research themes, methodological innovations, critical findings, and the impact of select seminal works, culminating in a forward-looking assessment of the field. Introd…  ( 11 min )
    Lo que nadie te dice para transformar tu carrera profesional, mi método para lograrlo
    Gente, déjenme contarles algo que cambió mi perspectiva. Por mucho tiempo, como muchos de ustedes, fui autodidacta. Me encantaba aprender por mi cuenta, meterme en temas, investigar... ¡y eso tiene un valor enorme en la industria!. Pero llegó un punto donde me di cuenta de que estaba perdiendo muchísimo tiempo. Me perdía, me iba por las ramas, investigaba cosas que no venían al caso. Necesitaba algo más. Ahí es cuando entendí que, por más que sepas hacer las cosas, en este mundo de la tecnología necesitas una validación. Necesitas que alguien más reconozca que realmente conoces esos conceptos. Me di cuenta de que por más autodidacta que fuera, necesitaba un método para lograrlo. Hoy te quiero contar como las certificaciones me abrieron puertas y las herramientas que utilicé para lograrlo. Youtube:Cloud Para Todos 🤓 Quién soy Héctor Fernández, AWS Community Builder y creador del Podcast Cloud para todos. Te ayudo a crecer en tu carrera dentro del mundo cloud, te invito a seguirme para leer más contenido como éste. Connect with me https://www.linkedin.com/in/hectorfernandezdev/ https://github.com/hectorfernandezdev https://podcast.hectorfernandez.dev/  ( 3 min )
    🎨 Freelancer / Indie Developer Website Template
    Hello, Indie developers and Freelancers We have released a new template on our website's store frontend. It's called Developer Studio agency website template, mainly for freelancers and indie developers. This frontend template helps to launch your development or freelancing agency, quickly set up and launch your development online website Template made using the latest tech stack Next.js React.js Tailwind CSS Lucide Icons GSAP Framer Motion Demo; http://studio-agency-sand.vercel.app/ Template: https://shreyvijayvargiya.gumroad.com/l/indie-developer-website-template?layout=profile Pages Landing page with multiple sections Within a few hours, you can set up your website. Below is the code repository image Other templates can be found on iHateReading Store page See you in the next one Shrey  ( 3 min )
    The Future of Blockchain: Industry Shifts and Emerging Trends in 2025
    blockchain updates and breakthroughs in future technology. Widespread Industry Adoption of Blockchain Solutions One of the most significant blockchain updates in recent years has been its transition from experimental pilot projects to full-scale enterprise solutions. In 2025, blockchain will no longer be a niche technology—it will be a critical component of digital infrastructure across various sectors. Financial services are already embracing blockchain for faster settlements, lower transaction costs, and improved transparency in auditing. Healthcare providers are using blockchain to manage patient records, ensuring secure, tamper-proof data that can be accessed across providers. Supply chains are adopting blockchain to trace products from origin to shelf, improving logistics and verifyin…  ( 5 min )
    How to Copy a Large PostgreSQL Table Efficiently
    Introduction Copying large tables in PostgreSQL can be a daunting task, especially when dealing with tables containing millions of rows and numerous indexed columns. The common approach, such as using CREATE TABLE ... (LIKE ...) and subsequently populating it with INSERT INTO ... SELECT ..., can lead to performance issues and unintended behaviors with serial columns. In this article, we will explore strategies for efficiently duplicating a large PostgreSQL table while addressing common pitfalls like index management and proper handling of serial columns. Understanding the Challenges Why Standard Copying Methods Fail When attempting to copy tables, especially those exceeding 40 million rows, the standard SQL commands can lead to two significant issues: Slow Index Creation: Using CREATE TABL…  ( 5 min )
    How To Learn C++
    I’ve been proudly learning C++ on and off for almost four years now. after successfully seg-faulting Node.js with a node api C++ program and getting hopelessly addicted to the language, I think I’ve earned some leeway to advise on how to learn it. C++ is a beast – metaphorically AND literally. It’s so large that 7 days into a head-first deep dive, I’m still discovering new things. but once you learn "enough" of it, you can do some ridiculously cool stuff… with a huge chance of "shooting your leg off" in the process. It’s the bloodline of AAA games, game engines, and critical runtimes like Node.js. Want to get closer to the kernel? Embedded systems? AI can’t…👀 vibe coders can’t… That’s power. After years of trial and error (and the occasional distracted rabbit hole), here’s the roadmap tha…  ( 5 min )
    🚨 Your Kubernetes Cluster Is a Ticking Time Bomb (Unless You Patch It)
    The Inevitable Decay: How Long Before an Unpatched Kubernetes Cluster Becomes Critically Vulnerable? Ali Alp ・ May 14 #kubernetes #security #devops #cloudnative  ( 3 min )
    Freshservice Software License Management Explained
    Managing software licenses is one of the most overlooked but critical parts of IT asset management. Without proper tracking, organizations risk non-compliance, wasted spending, and unnecessary complexity across the software lifecycle. Freshservice software license management helps IT teams take control by centralizing license data, automating discovery, and simplifying compliance. In today’s IT environments, software license management isn’t just about having a list of what you’ve bought. It’s about knowing what’s installed, who’s using it, when it expires, and how much it’s really costing you. Getting it wrong can mean wasted budget, non-compliance fines, and operational headaches. In this guide, you'll get Freshservice software license management explained in plain terms. We’ll break dow…  ( 9 min )
    Unveiling CeCILL Free Software License Agreement 2.1: A Comprehensive Exploration
    Abstract: This post offers an in-depth exploration of the CeCILL Free Software License Agreement 2.1. We discuss its background, core legal concepts, application use cases, challenges, and future prospects. By comparing it with other prominent licenses like the MIT License, GNU GPL v3, and Apache 2.0, we provide a balanced review. Integrating insights from recent industry posts and additional semantic resources, this guide is optimized for both developers and search engines. For further details, visit the Original Article. The CeCILL Free Software License Agreement 2.1 is a key legal instrument crafted in France to safeguard software freedom while ensuring legal clarity within a European framework. As open source and fair code licenses reshape the software industry, understanding the nuan…  ( 9 min )
    Fine-Tuning SSL Protocols and Ciphers in SafeLine WAF
    SafeLine gives you full control over SSL protocols and cipher suites for securing your web applications. Here's how to configure SSL certificates, select supported protocol versions, and customize cipher suites to meet your security needs. To enable HTTPS access, simply upload your SSL certificate while configuring the corresponding port. SafeLine will handle the rest. SafeLine supports a wide range of SSL/TLS versions. You can select your desired protocol under the SSL Protocol section. Options include: TLSv1 TLSv1.1 TLSv1.2 TLSv1.3 SSLv2 SSLv3 Depending on your security policy or compliance requirements, you may need to specify which encryption algorithms to allow. SafeLine supports custom SSL cipher suites. Below are examples of commonly used configurations: Nginx (official): AES128-SHA:AES256-SHA:RC4-SHA:DES-CBC3-SHA:RC4-MD5 Cloudflare (recommended): [ECDHE-ECDSA-AES128-GCM-SHA256|ECDHE-ECDSA-CHACHA20-POLY1305|ECDHE-RSA-AES128-GCM-SHA256|ECDHE-RSA-CHACHA20-POLY1305]:ECDHE+AES128:RSA+AES128:ECDHE+AES256:RSA+AES256:ECDHE+3DES:RSA+3DES Mozilla (modern / TLS 1.3): TLS_AES_128_GCM_SHA256:TLS_AES_256_GCM_SHA384:TLS_CHACHA20_POLY1305_SHA256 Mozilla (intermediate / TLS 1.2): ECDHE-ECDSA-AES128-GCM-SHA256:ECDHE-RSA-AES128-GCM-SHA256:ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384 Mozilla (legacy TLS 1.0–1.2): ECDHE-ECDSA-AES128-GCM-SHA256:ECDHE-RSA-AES128-GCM-SHA256 Cipherli (recommended): EECDH+AESGCM:EDH+AESGCM High-strength configuration: HIGH:!aNULL:!eNULL:!EXPORT:!CAMELLIA:!DES:!MD5:!PSK:!RC4:!RSA With these settings, you can ensure your application uses secure and optimized encryption tailored to your specific environment. For any technical support, you can post the question directly on our forum: https://safepoint.cloud/discussion (Our technicians will receive a notification and reply shortly). https://discord.gg/dy3JT7dkmY (We’ll check messages there every day)  ( 3 min )
    Mentorship: How to Get the Most Out of Your Mentoring Experience
    Mentorship: How to Get the Most Out of Your Mentoring Experience Embarking on a mentorship journey is a powerful way to accelerate your growth—both personally and professionally. A successful mentorship provides guidance, insight, and support to help you overcome challenges, build confidence, and reach your goals. But the value you gain depends heavily on your own engagement, initiative, and mindset. To get the most out of your mentoring experience, approach it with clear goals, open communication, and a proactive attitude. The following strategies will help you make the most of your mentorship relationship. Mentorship without a sense of direction can quickly lose momentum. Setting well-defined goals provides clarity for both you and your mentor. Clarify Your Objectives Decide what you …  ( 5 min )
    Top 5 Benefits of Using Breathing Caps in Industrial and Automotive Systems
    In the world of modern engineering, where durability, efficiency, and product longevity are critical, breathing caps have emerged as silent yet powerful contributors to performance. These small components provide vital venting and pressure-balancing functions that protect sensitive components from damage, contamination, and pressure-related failure, whether integrated into automotive systems, industrial packaging, or fluid reservoirs. At PorVent®, our expertise in venting solutions empowers manufacturers to design systems that are more reliable, longer-lasting, and safer for end users. In this blog, we explore the top five benefits of using breathing caps in industrial and automotive systems and why they should be a standard consideration in your design strategy. Breathing caps, sometimes…  ( 5 min )
    Solidity Developer Job Description: Responsibilities, Salary & Requirements
    Blockchain technology has changed the way we do transactions because it’s secure, can’t be changed, and is transparent. Solidity is a programming language that was made for blockchain. With more and more apps being based on blockchain and the growth of decentralized finance, Solidity developers are in demand. In this article, we’re going to talk about what a Solidity developer does, what you need to become one, what their duties are, how much they get paid, and how much demand there is for them. A Solidity developer makes and sets up smart contracts on the Ethereum blockchain network. They write code in Solidity and test it to create decentralized apps (DApps) that are safe and can’t be tampered with. The developer’s job is to create libraries of code, write tests that run automatically, a…  ( 6 min )
    Launch Secure Azure Infrastructure with Terraform: My Open Source Starter Kit
    Setting up secure infrastructure in the cloud can be overwhelming. I created an open-source Azure Terraform Starter Kit to make it easier for developers and teams to get started with real-world Azure deployments. Terraform modules for Azure: VNet, subnets, VMs, NSGs, storage, and Key Vault GitHub Actions pipeline for validating and deploying code Modular structure with examples you can customize Best practices for security and tagging Check out the full source code A Resource Group provisions a Virtual Network Two subnets: one for app servers, one for database servers VMs in each subnet are protected by their own Network Security Groups A Storage Account and Key Vault are also deployed for logs and secrets To make Azure easier for developers learning Terraform To follow best practices without starting from scratch To contribute something useful to the cloud community bash git clone https://github.com/Danielconto/azure-terraform-starter-kit cd examples/basic-network terraform init terraform apply  ( 3 min )
    beeware trouble
    I'm new to use beeware but i'm facing a problem. Every time when i turn off and turn on the computer i don't know why i can't activate the script with 'briefcase dev' or 'briefcase run'. I would like everyone's help.  ( 2 min )
    Props & Emits: Component Communication in Vue
    In the last post, we covered the foundations of Vue and deep dive into Vue’s mental model and how it contrasts React’s hooks and JSX. I’ve followed the classic React Tic-Tac-Toe tutorial enough times to finish it in my sleep 😅. Today, let’s build the same game in Vue. Along the way, you’ll see how Vue’s props, emits, reactive arrays, and computed properties map to (and simplify) React patterns like callback props, immutable state updates, and useMemo. Each cell shows a value ('X', 'O', or blank) and notifies its parent when clicked. In React, You pass an onSelect callback prop down the tree and call it on click: {value} Vue inverts this: children emit events, parents listen. In React, you lift state up f…  ( 6 min )
    AI-Guided AWS Deployment for Your Dart Backend Applications
    Dart's potential for backend development has gained a lot of attention. While Dart's official shelf library has been the traditional solution for backend development, there has been other solutions to enable full-stack Dart applications. Projects like Serverpod and Dart Frog are expanding the ecosystem, making it easier than ever to build complete applications using Dart on both frontend and backend. In the age of AI, you ask many of your questions to AI and deploying backend as a Flutter developer can be a question that you might ask as well. In this blog post, you will see how you can deploy your Dart backends to AWS with the help of Amazon Q Developer on CLI. You can check out the source-code for the project over GitHub to start with. Besides that you have to have an AWS Account to depl…  ( 8 min )
    Tailwind CSS – 5-Minute Quick Review for React Developers
    A concise refresher on Tailwind CSS utilities, layout, components, and setup—perfect for React developers or interview prep. Tailwind is a utility-first CSS framework that lets you build modern UIs directly in your markup. Click Me npm install -D tailwindcss postcss autoprefixer npx tailwindcss init -p tailwind.config.js module.exports = { content: ['./src/**/*.{js,jsx,ts,tsx}'], theme: { extend: {}, }, plugins: [], } index.css @tailwind base; @tailwind components; @tailwind utilities; flex, grid, block, inline-block Alignment: items-center, justify-between Spacing: m-4, p-2, gap-4, space-x-2 Sizing: w-1/2, h-full, max-w-md <div class="flex items-center justify-between p…  ( 4 min )
    The Daemon Rebellion: Why "Burnout" Feels Like Your Soul Staging a Code Red 🚨
    The World Health Organization (WHO) officially recognized burnout as an occupational phenomenon, defining it as: "a syndrome conceptualized as resulting from chronic workplace stress that has not been successfully managed. It is characterized by three dimensions: feelings of energy depletion or exhaustion; increased mental distance from one's job, or feelings of negativism or cynicism related to one's job; and reduced professional efficacy." But let's be real, fellow developers. Doesn't it feel like something… more? Something akin to your inner daemon – that playful, innovative spark within – finally throwing its hands up and declaring, "Nope. Not doing this anymore." As the insightful psychologist James Hillman suggested, we each have a "daemon," an inner guiding force that calls us towar…  ( 5 min )
    3 Projects I Built to Learn Web Development (with Next.js)
    3 Projects I Built to Learn Web Development (with Next.js) Hi Devs! I'm currently diving into web development, and over the past few weeks, I’ve built a few projects using Next.js and Tailwind CSS to improve my frontend skills. Here are three small but meaningful projects I created, each with a unique theme and purpose. Feel free to explore them, give feedback, or even get inspired for your own builds! 🔗 Visit site This was my experiment in embedding external 3D games made with Unity into a responsive and SEO-optimized website using an iframe. Next.js (App Router) Tailwind CSS Netlify deployment OGP & SEO metadata configuration It was a great way to learn about responsive containers, iframe handling, and structured metadata for better sharing. 🔗 Visit site This project focuses on spi…  ( 4 min )
    Unveiling Creative Commons Zero 1.0: A Deep Dive into Open Collaboration and Licensing Evolution
    Abstract: This post offers a comprehensive examination of Creative Commons Zero 1.0 (CC0) by exploring its history, core features, and its impact on open source collaboration. We detail its origins from the Creative Commons organization, discuss practical applications and use cases in diverse fields, and analyze its challenges, limitations, and future outlook. The article is structured to provide technical clarity and accessibility through clear headings, bullet lists, and informative tables. For further insights, readers are encouraged to review the original article and other authoritative sources. In the evolving landscape of open source and fair code licensing, Creative Commons Zero 1.0 (CC0) stands out as a radical tool. CC0 enables creators to completely relinquish their rights, plac…  ( 8 min )
    Lovable vs Bolt — What's Best?
    I decided to compare Lovable and Bolt on the same task. For this test, I didn’t require any external connection e.g. no DB, APIs, etc. However, the app I wanted is more complex than a simple landing page. Here is my unfiltered point of view. As a bonus, we can get 200k more tokens if you sign up for Bolt with this referral link! Let's do it! A detailed input increases the chances of a good first outcome. This is hands down the first and most important take-away, IMO. Here is the initial prompt I used: Create a word search game with a 5x5 grid where words can be found horizontally, vertically and diagonally. For inspiration, draw from classic word search puzzle designs with a modern, clean interface that's both engaging and user-friendly. For this first version, implement: - A 5x5 le…  ( 6 min )
    [Dev Notes] Implementing Photo-Gallery-Style Sliding Multi-Select with Custom Gestures
    This feature has been deployed in the latest release of QuickieSticker — feel free to download and try it out! When I was first asked to implement multi-selection for stickers, I flat-out refused. I had barely used Grid, didn’t know how to adapt multi-selection for it, and besides, the app’s existing functionality conflicted with Grid’s built-in multi-select, so I just deleted it altogether. As a result, sticker multi-selection had always felt like a technical challenge I’d been avoiding. It wasn’t until I was filming the promo video and needed to batch edit sticker info that I realized multi-selection was actually a very real need. After I finished the basic multi-select, I hit another problem: tapping one by one was still too tedious. Could we make it more like the photo album app — supp…  ( 6 min )
    Starting JS Today 💻
    🚀 Day 1 of My JavaScript Journey Today, I started learning the basics of JavaScript — the language that brings websites to life! Introduction to JS Variables (let, const, var) Data types and basic syntax Feeling excited to dive deeper into the world of dynamic web development! 100DaysOfCode #JavaScript #WebDevelopment #Day1 #DevJourney #LearningJS #C #C++ #Java #Python  ( 3 min )
    Boost Your Productivity as a Remote Developer: Practical Hacks to Stay Focused and Efficient
    Remote work offers flexibility, but it also comes with unique challenges—distractions, blurred work-life boundaries, and the pressure to stay self-motivated. Drawing insights from seasoned developers and productivity experts, here’s a curated guide to staying efficient and focused while working from home. 1. Design a Dedicated Workspace Your environment shapes your productivity. Separate work from leisure: Use a specific desk or room for work to mentally switch into “office mode.” Invest in ergonomics: A comfortable chair, monitor at eye level, and proper lighting reduce physical strain. Minimize distractions: Noise-canceling headphones or apps like Noisli can help block out background noise. Tip from @ahmadji93: “Treat your workspace like a sanctuary—keep it clutter-free and …  ( 4 min )
    Web Transport API for Low-Latency Data Streams
    The Web Transport API for Low-Latency Data Streams: An Exhaustive Technical Guide Table of Contents Introduction to the Web Transport API Historical Context Technical Overview 3.1. Key Features 3.2. Core Concepts In-depth Code Examples 4.1. Basic Usage 4.2. Complex Data Streams 4.3. Handling Connection States Edge Cases and Advanced Implementation Techniques Comparative Analysis with Alternative Approaches 6.1. WebSockets 6.2. HTTP/2 and HTTP/3 6.3. WebRTC Real-World Use Cases Performance Considerations and Optimization Strategies Potential Pitfalls and Advanced Debugging Techniques Conclusion References and Further Reading The Web Transport API facilitates low-latency, bidirectional data streams in web applications, primarily targeting use cases where timely data trans…  ( 6 min )
    Which Kubernetes Certification Should You Get? A Clear Guide (No Hype)
    Let’s face it - Kubernetes certifications are everywhere. But which one actually helps your career? The answer depends on your role, goals, and experience. Here’s a no-nonsense breakdown of the top certifications, and how to pick the right one. 1. Certified Kubernetes Administrator (CKA) Best For - Engineers who manage clusters (DevOps, SREs, SysAdmins). What You’ll Learn: Installing and configuring Kubernetes clusters. Troubleshooting nodes, pods, and networking. Managing storage, security, and upgrades. Exam Details - Format: Hands-on lab (you fix real cluster issues in real time). Cost: $395 (retake: $245). Validity: 3 years. Why It’s Worth It - The gold standard for proving you can operate Kubernetes. Required for advanced certs like CKS (security). 2. C…  ( 4 min )
    How I Built Italian Brainrot AI Animals Alternative using AI/ML API
    Recently, Italian Brainrot AI Animals got pretty viral on socials. Italian Brainrot AI People. Let's get started! try out live demo here. watch the live demo: https://youtu.be/51B4GolBl5o?si=1Q_D6CCSVShdojI4 In this tutorial, I'll be guiding you through the whole process of building Italian Brainrot AI People node based app. Including but not limited to: Setting up the initial project with Reactflow and NextJS Building the beautiful and cool UI/UX with Shadcn UI, Motion Primitives, Prompt Kit and TailwindCSS with minimalistic icons from Phosphor Icons Integrating with AI/ML API Deploying the app to Vercel other interesting stuffs We'll be using the following latest technologies: AI/ML API Reactflow NextJS Shadcn UI Motion Primitives Prompt Kit TailwindCSS Phosphor Icons Vercel There are …  ( 26 min )
    Networking in HarmonyOS: HTTP and WebSocket
    In today’s mobile internet era, front-end and back-end communication is an essential part of app development. HTTP and WebSocket are two of the most common communication protocols, each playing a crucial role in enabling interaction between client and server. Therefore, mastering network communication is very important. Before using networking capabilities, you first need to request permissions: ohos.permission.INTERNET: Grants the app access to the internet. ohos.permission.GET_NETWORK_INFO: Allows access to device network information via API. HTTP (HyperText Transfer Protocol) is a protocol used to transfer hypertext from a web server to a local browser. It defines the request and response format between clients and servers. Common HTTP request types include: Purpose: Request to retrieve…  ( 5 min )
    Cloud-Native Maintenance: The New Standard for Software Longevity
    In today's digital age, software doesn't just have to work - it has to last. Companies are increasingly investing in long-term solutions that can evolve with changing needs. That's where cloud services come in. It's no longer just a buzzword. It's quickly becoming the new standard for ensuring software stays relevant, secure, and scalable over time. Before we dive in, let's define what we mean by cloud maintenance. So why is cloud computing getting so much attention? To understand how cloud services work, it's helpful to review their basic principles: Microservices architecture. Instead of a single block of code, applications are broken down into smaller, independent services. Each service handles a single task. This setup makes updates and debugging much easier. If one component fails, the entire system doesn't fail. Containerization. Containers (like Docker) package software with everything it needs to run. This makes deployment consistent across environments. It also makes it easier to scale and roll back if something goes wrong. Continuous monitoring and logging. Real-time monitoring helps teams identify issues before users do. Logs provide detailed information, making it easier to troubleshoot and optimize performance. Automation and CI/CD pipelines. Automation is the backbone of cloud service. CI/CD tools automatically push changes through the testing and deployment phases. This reduces human error and speeds up development cycles. Infrastructure as Code (IaC). With IaC tools like Terraform or AWS CloudFormation, teams manage infrastructure using code. This makes environments repeatable and easier to update or patch. More in our article: https://instandart.com/blog/software-maintenance/cloud-native-maintenance-the-new-standard-for-software-longevity/  ( 4 min )
    Drag-and-Drop: A Signature Feature of HarmonyOS
    Drag-and-drop is one of HarmonyOS’s standout features. Since HarmonyOS 4 introduced the Data Transfer Station and enabled drag by default on the Image component in NEXT, it’s clear that drag gestures are being heavily promoted. Therefore, learning how to configure drag-and-drop properly is essential! HarmonyOS already provides a set of components with built-in drag-and-drop support, including Search, TextInput, TextArea, RichEditor, Text, Image, and Hyperlink. These components require checking whether the draggable attribute is set—if set to true, drag events can be triggered. A well-known example is the Bilibili feature where you can "drag out" characters 22 and 33—that works because their Image components have draggable set to true by default. To initiate drag behavior, the key is to imp…  ( 4 min )
    The Evolution of ArkTS and ArkUI State Management: From V1 to V2
    After a period of development, ArkTS and ArkUI have moved beyond the stage of merely borrowing strengths from other frameworks. They are now evolving their own distinct styles and taking unique paths. One of the most critical systems in ArkUI's runtime—state management, which handles data and page interaction—has naturally undergone an upgrade from V1 to V2. To keep up with the latest trends, I’ve started a new project fully built using V2 state management. Below is a brief overview of the features I’ve used so far and the pitfalls I’ve encountered. State Management V1: Proxy Observation Pattern Core Mechanism: When creating a state variable, a proxy observer is created simultaneously. This observer can only detect changes at the proxy level. Usage Limitations: State variables are tightl…  ( 5 min )
    HTML for Beginners: Everything You Need to Know to Get Started
    Learn HTML for Beginners In today’s digital world, having a basic understanding of how websites are built is a valuable skill—and it all starts with HTML. Whether you're looking to become a web developer, build your personal website, or simply understand how the web works, this guide will help you learn HTML for beginners in the most accessible way. This article covers the fundamentals of HTML, what you can do with it, and how to begin your journey with an effective HTML tutorial. HTML stands for HyperText Markup Language. It is the standard language used to create and structure content on the web. Every website you visit—from simple blogs to complex platforms like YouTube or Amazon—relies on HTML to display text, images, links, and other elements in your browser. Unlike programming lan…  ( 5 min )
    Leveraging Helm for Standardized Application Deployments: A Technical Deep Dive
    Did you know that a staggering 90% of Kubernetes users rely on Helm for package management (CNCF, 2023)? This statistic showcases the value of Helm in modern Kubernetes deployments, and indicates that manually configuring deployments is no longer a scalable option. But while Helm is a popular tool, many organizations still face challenges in using it to create consistent, and repeatable deployments. What are the core technical aspects of using Helm, and how can it be leveraged to achieve standardized and scalable deployments in a modern cloud environment? This blog post explores the technical details of using Helm, focusing on how to achieve standardization, reusability, and control over your Kubernetes deployments, all while avoiding over-complex processes. The Core Technical Concepts o…  ( 7 min )
    Why Do Both echo /$USER and echo '$USER' Output the Same in Bash?
    When you're learning Linux essentials, you might encounter situations where certain commands return similar or even identical outputs despite differing syntax. A popular example involves the use of environment variables in bash, particularly the expressions echo /$USER and echo '$USER'. This article will delve into why these commands often yield the same result, an important concept for beginners in Linux and scripting. Understanding Environment Variables in Bash To start, let’s clarify what environment variables are. In bash, environment variables are essentially key-value pairs that hold information about the system or user. The variable $USER represents the currently logged-in user's username. When using the command echo /$USER, the shell interprets the $USER variable and replaces it wi…  ( 5 min )
    Network Security: Using Socks5 Proxies to Prevent Hacking Attacks
    In today’s digital landscape, where cyber threats are becoming increasingly sophisticated, ensuring robust network security is paramount. One effective method to enhance your security posture is by using Socks5 proxies. This article explores how Socks5 proxies can help prevent hacking attacks and protect sensitive information. Understanding Socks5 Proxies Key Features of Socks5 Proxies: IP Address Masking Bypassing Geo-Restrictions Enhanced Security for Sensitive Data Reduced Risk of DDoS Attacks Implementing Socks5 Proxies in Your Security Strategy Choose a Reliable Proxy Provider Not all proxy services are created equal. When selecting a Socks5 proxy provider, look for one that offers: High uptime: Ensure the service is reliable and consistently available. Regularly Update Your Proxy List Monitor Traffic and Logs Conclusion For more information on how to implement Socks5 proxies effectively, consider exploring IP2World. Stay safe online!  ( 4 min )
    B4B-XH-A: The Force of Micro-Connectors
    In a galaxy far, far away, where circuits hum like lightsabers and droids demand precision, there exists a connector forged in the fires of innovation—the B4B-XH-A. This 2.5mm-pitch marvel channels the Force with JST’s engineering might, outmatching clunky Imperial tech and powering rebellions in even the tightest hyperspace compartments. Let’s unveil why this connector is the Jedi Knight of low-profile electronics! Chapter 1: The Force Awakens B4B-XH-A is no mere droid scrap. Crafted in the Temples of JST, it wields three tenets of the Force: Jedi Precision: 2.5mm pitch, sharper than a vibroblade’s edge. Why Imperial connectors fail: Generic Clones: Clumsy as Stormtrooper armor, leaking energy like a faulty blaster. Chapter 2: The Galactic Applications Corellian Smart Homes: Powers Naboo…  ( 4 min )
    25 Key Data Analysis Terms
    Diving into Data? 🏊‍♀️ 25 Must-Know Data Analysis Terms for Beginners! 💡 Hey everyone! 👋 As I continue my journey into the exciting world of data, I wanted to share some key terms that have been super helpful for me as a beginner. Understanding this lingo is the first step to unlocking powerful insights! 📈 https://www.linkedin.com/posts/anjan-paul-391998277_25-key-data-analysis-terms-activity-7328303944261152769-1YOd?utm_source=share&utm_medium=member_desktop&rcm=ACoAAEOZbR0Btzl_HlWsB8PGUKoB0-kNfRmIsaI)]  ( 3 min )
    Top Cross-Platform Frameworks for Building Scalable Enterprise Apps
    Introduction The enterprise software landscape is evolving rapidly, demanding solutions that are flexible, scalable, and cost-effective. In an environment where businesses operate across devices and platforms, cross platform software development has become a strategic necessity. Enterprise apps today must function seamlessly on Windows, macOS, Linux, iOS, Android, and the web while integrating with back-end systems, AI-powered features, and data analytics platforms. To meet these requirements, developers are turning to cross-platform frameworks that streamline the development process, reduce overhead, and ensure high performance across diverse environments. This article explores the top frameworks for building scalable enterprise applications, examining their strengths, AI integration capa…  ( 6 min )
    Nuxt 3: Memory Leak Analysis and Fixes
    Common Memory Leak Sources in Nuxt Applications 1. Event Listeners Not Being Removed Problem: Event listeners that aren't properly cleaned up when components are unmounted. Fix: Ensure all event listeners added in onMounted() or mounted() are removed in onBeforeUnmount() or beforeUnmount() Check for global event listeners in particular Example: // Bad onMounted(() => { window.addEventListener('resize', handleResize) }) // Good onMounted(() => { window.addEventListener('resize', handleResize) }) onBeforeUnmount(() => { window.removeEventListener('resize', handleResize) }) Problem: Watchers created outside of component options continue running even after component unmount. Fix: Store watcher stop functions and call them in onBeforeUnmount() Example: // Bad const stop…  ( 5 min )
    Google Developing Software AI Agent, Pinterest-Like Feature Ahead of I/O
    🚨 Major announcements brewing ahead of Google I/O 2025! As tech leaders prep for another groundbreaking year, Google is teasing two powerful developments that could reshape how we interact with both digital assistants and visual content: 🔹 1. Software AI Agent Google is reportedly working on a supercharged AI software agent — think of it as an advanced, proactive assistant. This AI won’t just answer your questions — it’ll take initiative. From booking appointments to summarizing emails or even automating repetitive digital tasks, this next-gen agent could challenge the likes of ChatGPT, Claude, and Meta’s LLaMA on a whole new level. It’s an early move toward AI that doesn’t just react, but acts on your behalf. 🔹 2. Pinterest-Style Visual Search Feature Inspired by the success of visual platforms like Pinterest, Google is also rolling out a visual-first discovery tool. Users will soon be able to organize searches and content visually, making it more intuitive to browse topics like travel, home decor, fashion, and more. This move reinforces Google’s goal of transforming Search from a text-heavy interface into a dynamic, image-led experience. 🔍 Why It Matters: These tools hint at Google’s strategy to go beyond the conventional Search experience, blurring the line between assistant, discovery engine, and content curator. It’s all part of a broader AI ecosystem battle where Google, OpenAI, and Meta are racing to define the future of how we interact with the internet. 📍 My Take: These changes show that the next digital frontier is all about autonomy and personalization. Tools that can understand what we want before we ask — and deliver it in visually engaging ways — will drive the next wave of user experience innovation. 💬 What do you think? Is proactive AI a convenience or a concern? Are we ready for agents that think and act for us?  ( 3 min )
    AI in Identity Verification and Fraud Prevention
    Artificial intelligence is revolutionizing identity verification much like it is reshaping countless other industries. Both public and private sectors are increasingly embracing AI to enhance the accuracy and speed of verifying identities. But alongside its benefits, AI has also become a powerful enabler of fraud, with criminals weaponizing it to forge identities and produce convincing deepfakes. This article explores the dual nature of AI in identity verification—highlighting how it strengthens defenses through biometric recognition, liveness detection, and fraud prevention, while also exposing how it can be exploited to deceive systems. Over the last decade, AI has significantly elevated the precision, security, and efficiency of identity verification methods. While it’s best not to rel…  ( 6 min )
    Devoxx 2025
    Encore une belle édition du Devoxx sur le thème du retour à la source. Ils nous en ont mis plein les yeux au Palais de congrès de Paris. Des animations très tribales, mêlant organique et technique, dans une ambiance solar/nature punk. Cette année, l'IA est au cœur de la conférence, de manière bien plus affichée et prédominante que les années précédentes. Que ce soit au travers des keynotes d'ouverture, des projets présentés aux différents stands ou tout simplement des sujets de conférences, tout respire l'IA gen et les LLM. D'ailleurs, Nicolas et Thomas ne sont pas contents car tout le visuel du Devoxx est généré par IA. En parlant de mes cospeakers, gros défi pour nous cette année, un talk de 3 heures, un deep-dive, sur la clean archi, sponsorisé par Paracetamol™ ! Devoxx reste la plus gr…  ( 15 min )
    How to Write Events to Azure Event Hub in Scala Spark Job?
    Introduction Writing events to Azure Event Hub using Scala can be quite challenging, especially if you're new to both Scala and the Azure ecosystem. If you're working with Spark v3.4 in an Azure Synapse Spark pool and you intend to utilize managed identities for authentication, you're on the right track. This blog post will walk you through how to correctly set up your Scala function to send messages to Azure Event Hub, while also addressing common issues, like the one you're encountering with class loading errors. Understanding the Problem From your description, it's clear that you're facing an IllegalAccessError when calling producer.createBatch() in your function. This issue arises when there are conflicts in class loading, which can often happen in environments like Spark where multipl…  ( 5 min )
    The Expansion of IoT-Integrated Apps: The Next Frontier in Mobile App Development
    The rapid rise of Internet of Things (IoT) devices has changed how we think about connected experiences. From smart homes to wearable tech, IoT is no longer a buzzword’s a thriving ecosystem. As developers, we’re now expected to build mobile apps that don’t just function in isolation but interact seamlessly with physical devices in real time. The number of IoT-connected devices is expected to exceed 30 billion by 2030. This growth demands mobile applications that can process, communicate, and act on real-world data. Whether it's an app that controls a thermostat or monitors fitness through a smart band, users expect instant connectivity and zero friction. This shift isn’t just about functionality's about experience. The apps of tomorrow must be able to: Handle complex sensor inputs Maintai…  ( 4 min )
    Smarter Web App Defense with SafeLine WAF: Dynamic Protection & Anti-Crawling Made Simple
    Tired of outdated WAFs that rely on static rule sets? Meet SafeLine WAF — a next-gen Web Application Firewall that uses dynamic encryption and semantic analysis to stop threats before they reach your app. SafeLine uses AES-GCM encryption to dynamically obfuscate HTML and JavaScript at runtime. Every page load gets a unique version, making it unreadable to bots or scrapers. Original code: function getUserInfo() { return { id: 123, name: "Alice" }; } After encryption: function vgo8rYXzpS() { var YIhUo91Nlh = 99.6174697329428; VdgkMuAloP("Z_GUlDIf7g"); } Even login forms become encrypted blobs that only the browser can render. <input type="submit" val…  ( 4 min )
    DIY Python Web Scraping Tool: Proxy IP Management and Optimization Tips
    Web scraping is a powerful technique for gathering data from websites, but it comes with its challenges, particularly when it comes to managing proxy IPs. This article will guide you through creating a DIY Python web scraping tool that effectively manages and optimizes proxy IP usage, ensuring your scraping tasks run smoothly and efficiently. Why Use Proxies in Web Scraping? Avoiding IP Bans: Websites often monitor traffic and may block IPs that send too many requests in a short time. pip install requests beautifulsoup4 Basic Proxy Setup import requests proxies = { "http": "http://your_proxy_ip:port", "https": "http://your_proxy_ip:port", } response = requests.get("http://example.com", proxies=proxies) print(response.content) Managing Proxy IPs Rotating Proxies To avoid detectio…  ( 4 min )
    AI Automation & AI Agents: The Future of Autonomous Operations
    Introduction Overview AI Automation refers to the use of Artificial Intelligence to perform tasks without human intervention, often within workflows or systems. AI Agents are autonomous entities powered by AI that perceive their environment, make decisions, and take actions to achieve specific goals. Together, they represent a powerful evolution in how systems and services operate. Significance in the Tech Industry In today's digital landscape, the demand for scalability, efficiency, and agility has never been higher. AI Automation & AI Agents enable businesses to streamline operations, reduce manual effort, and make data-driven decisions in real time. From customer service bots to complex multi-agent systems in logistics and cybersecurity, these technologies are transforming industries. T…  ( 5 min )
    How to Unzip Files in C# Before Processing
    When dealing with file processing in C#, particularly when using the FTP protocol to retrieve files from third-party servers, you might encounter various file formats, including .zip archives. If you need to process the contents of these zip files, you'll have to unzip them first since FTP does not handle compression directly. In this guide, we will explore how to unzip files using C#, including where to store temporarily unzipped files and how to read their content. Why You Need to Unzip Files Understanding the need to unzip files is crucial when automating your file processing tasks. Zip files are commonly used for efficient file transmission as they compress the data, making it faster and saving bandwidth. However, before you can work with these files, you must extract their contents. T…  ( 4 min )
    Google Agent Development Kit (ADK) Introduction (3): Building a Multi-Agent Project Management System
    Learning Objectives Master Layered Agent Architecture: Learn how to design and implement a hierarchical agent system for real-world collaboration. Implement Task Delegation and Coordination: See how agents can assign, accept, and complete tasks collaboratively. Build Dynamic Load Balancing: Ensure optimal workload distribution among agents to maximize efficiency. Technical Breadth: Compare agent-based project management with traditional monolithic approaches. This project uses the Google ADK (Agent Development Kit) to build a multi-agent project management system, simulating a real-world team with three specialized agent types: Manager Agent: Oversees the project, assigns tasks, and reviews progress. Engineer Agents: Implement assigned tasks and report their status. Tester Agents: Test…  ( 5 min )
    Dark Mode, Prefers-Color-Scheme & Theming in Modern UI
    Dark Mode isn’t just a trend anymore — it’s a user expectation. Whether it's about reducing eye strain, saving battery, or just offering a slick experience, users love control over how they view your app or site. But here’s the twist — implementing dark mode isn’t just about flipping colors. It’s about embracing system preferences, smart CSS, and flexible theming that adjusts beautifully to context. Let’s explore how to do it right using prefers-color-scheme, CSS variables, and a bit of JS magic. prefers-color-scheme and Why Should You Care? The prefers-color-scheme media query lets your site adapt to the user’s system theme — light or dark — automatically. No toggle needed. No cookie saved. It’s built into modern browsers and supported across macOS, Windows, Android, and iOS. /* Light …  ( 4 min )
    For years, Microservice Architecture has been marketed as the ultimate solution for scalability, flexibility, and efficiency within IT Solutions. But does it really live up to its promises ❓
    Microservice Architecture — The Wrong Turn Stas Sultanov ・ May 6 #microservices #architecture #programming #devops  ( 3 min )
    How to Get Full URL in ASP.NET C# User Control?
    In ASP.NET, obtaining the full URL of the page from a user control can be essential for various functionalities, such as dynamic links, SEO, and redirects. If you're wondering how to achieve this, you'll be glad to know that it's quite straightforward, and no, it's not just a matter of concatenating Request variables together; there’s a more reliable method. In this article, we'll explore how to get the full URL in an ASP.NET C# user control and provide you with step-by-step solutions and examples. Understanding the HTTP Request When a user accesses a webpage, an HTTP request is sent to the server, which includes various properties that can be used to gather information about the request, including the URL components. The Request object in ASP.NET provides these details, allowing us to con…  ( 4 min )
    The LIMIT offset, count Trap: Why Large Offsets Slow Down MySQL?
    Interviewer: “Imagine a MySQL table with 10 million records. A query uses LIMIT 1000000,20. Why would this be slow? What's the specific execution flow, and how would you optimize it?" This is a fantastic, practical question that hits on a common performance bottleneck in MySQL: deep pagination. When the offset in a LIMIT offset, count clause is very large, query performance can plummet dramatically. A query for LIMIT 0,20 might be lightning fast, while LIMIT 1000000,20 on the same 10-million-row table could take many seconds, or even minutes. Let’s break down why this happens and explore effective solutions. LIMIT 1000000,20 is Slow: The Execution Flow The core reason for the slowdown is that MySQL, in most cases, needs to generate, order (if an ORDER BY clause exists), and then traverse…  ( 7 min )
    Enhancing Software Quality with SmartBear Automated Testing
    Ensuring software reliability and performance is crucial in today’s fast-paced development landscape. SmartBear automated testing provides a robust solution for organizations seeking to enhance their test automation strategies. By leveraging advanced automation tools, development teams can optimize their software testing workflows, minimize human errors, and deliver high-quality applications faster. Manual testing often falls short when dealing with complex applications, as it limits efficiency and slows down release cycles. With SmartBear automated testing, organizations can replace redundant manual testing efforts with powerful testing tools that execute tests faster and more accurately. This reduces time-to-market and increases test coverage, ensuring that applications meet functional, …  ( 5 min )
    How to Send Emails on User Sign-Up with Node.js, Express.js & cPanel
    Great! You're using Node.js and Express.js, and your website is hosted on a cPanel server. You want to send an email at sign-up time. Here’s how you can do it step by step: Install nodemailer Run this in your project folder: npm install nodemailer Create an Email Account in cPanel Go to your cPanel. Click on Email Accounts. Create an email (e.g. no-reply@yourdomain.com). Go to Connect Devices or Configure Email Client to get SMTP details. For example: Setting Value SMTP Host mail.yourdomain.com SMTP Port 465 or 587 Username no-reply@yourdomain.com Password (your email password) Encryption SSL (for port 465) or TLS (587) Send Email in Signup Route Here’s a sample Express route that sends an email: const express = require("express"); const nodemailer = require("n…  ( 4 min )
    How to Partition Using GParted Live
    When working with Linux systems, managing disk partitions can be an essential task—especially if you want to create space for sharing files between Linux and Windows. One of the most useful tools for partitioning is GParted Live, a bootable tool that allows you to resize, move, or create new partitions safely. In this short guide, we’ll walk through how to shrink an existing /home partition (formatted as ext4) and use the freed space to create a new exFAT partition, ideal for cross-platform compatibility. GParted Live ISO: Download here. A USB drive or CD to boot GParted Live. Backup of important data (always recommended before changing partitions). Burn the GParted Live ISO to a USB stick or CD. Reboot your computer and boot from the USB/CD. Follow the startup prompts to load into the GPa…  ( 4 min )
    Implementing a Realistic 3D Air Hockey Table with Three.js and React
    feel. free to commitme a any suggest https://airhokey-3d.netlify.app https://deepwiki.com/yomero243/collaborative-3d-app/1-overview Collaborative 3D Air Hockey Game is a browser-based, real-time multiplayer application that enables users to play air hockey together in a rich 3D environment. Players move their paddles with mouse input, interact with a physics-driven puck, and observe other participants’ actions with sub-100 ms latency—all without a native client :contentReference[oaicite:0]{index=0}. This article dissects the system’s purpose, architecture, technology stack, and the inherent trade-offs encountered during development. Interactive Multiplayer: Allow concurrent play in a single game session, accessible from any modern browser. 3D Visualization: Leverage WebGL via Three.js and React Three Fiber for immersive rendering. Physics-Driven Gameplay: Simulate realistic collisions, friction, and impulse calculations for the puck. Real-Time Synchronization: Use Yjs and a lightweight WebSocket server to synchronize user positions and puck state across clients :contentReference[oaicite:1]{index=1}.  ( 3 min )
    Making Sense of Software Architecture with the C4 Model
    Ever tried explaining your system architecture and ended up drawing a bunch of rectangles that confused everyone, including you? Yeah, same. That’s where the C4 model comes in, it’s like Google Maps for your codebase. Zoom in, zoom out, show only what matters, and skip the fluff. Let’s break it down, dev-to-dev. Because "drawing boxes and lines" isn't enough. Diagrams should communicate, not decorate. Whether it’s onboarding a new hire, defending your architecture in a review, or just making sense of a spaghetti monolith, you need clarity. C4 is: Notation-agnostic (use boxes, colors, ASCII art—your call) Tooling-independent (draw on paper, use diagrams.net, Structurizr, etc.) Easy to learn (no need to memorize UML specs) Focused on abstractions and levels of detail …  ( 5 min )
    The Easiest Way to Be Ignored When Communicating at Work
    I originally posted this post on my blog a long time ago in a galaxy far, far away. Want to be ignored on Slack or Teams at work? Type "Hello, how are you?" and press enter. You'll get ignored immediately. Especially if you're working in a remote team with people all over the world. And especially if you're reaching out to a busy manager or executive. Hello, how are you? ... Good, thanks. And you? ... Good too, thanks. Hey, I just wanted... But, what if your recipient is on the other side of the world? 24 hours could pass between each message. And for sure, you don't want to wait 48 hours to start the real conversation. While working remotely at a past job, I used nohello.net as my Slack status. That page shows a fake "hello, how are you?" conversation, getting ignored. And I still got "Hello, how are you?" messages. Arrrggg! I know you wouldn't. Then, why do the same on Slack or Teams at work? Next time you want to reach out to someone at work: Don't just send "Hello, how are you?" Say hi and in the same message, without waiting for an answer, say what you really want to say. Let me say that again, in the same message, without waiting for an answer. That should be "Remote Working 101" when onboarding new team members at any remote company. Starting out or already on the software engineering journey? Join my free 7-day email course to refactor your coding career and save years and thousands of dollars' worth of career mistakes.  ( 4 min )
    Best Practices for Handling Side Effects in React
    When working with React, handling side effects correctly can make or break your component’s performance, readability, and predictability. Side effects—like data fetching, subscriptions, or DOM manipulations—shouldn’t be sprinkled all over your codebase like confetti. Here’s a deep dive into the best practices every serious React dev should follow when dealing with side effects. Are Side Effects in React? Side effects are operations that affect something outside the scope of the current function being executed. In React, they can include: Fetching data from APIs Manually modifying the DOM Subscribing to WebSocket or event listeners Setting timeouts or intervals Logging or analytics tracking These are not part of the component’s render output and must be handled outside the render phase. u…  ( 4 min )
    Building AutoLLMBench: How I Taught AI Agents to Maintain Their Own Leaderboard
    (Posted on my blog) AutoLLMBench started from a simple curiosity: could I leverage AI's remarkable generalization abilities to automate the tedious task of maintaining benchmark leaderboards? Most of these leaderboards depend heavily on manual effort—collecting data from various sites, formatting it correctly, and updating everything regularly. It felt like a perfect problem for AI agents, though the actual journey turned out far more complex and fascinating than I initially anticipated. Check out the live leaderboard at AutoLLMBench. My motivation wasn't just about tracking benchmarks—anyone can do that manually. Instead, I wanted to explore how effectively AI agents could handle practical automation tasks. Could they navigate the messy realities of inconsistent naming, varying data forma…  ( 5 min )
    Computer Network
    1. Introduction to Computer Networks A Computer Network is a collection of autonomous computing devices interconnected to exchange information using common protocols over a shared communication medium. Access and Process Information: Databases, online payments, e-commerce, electronic money transfers. Communication: Email, chat, video calls. Resource Sharing: Data, programs, peripherals, computing power. Communication and Collaboration: Facilitates teamwork. Centralized Management: Easy administration of users and data. Data Security: Enhanced compared to other communication methods. Sharing Capabilities: Information Sharing: Authorized users access and share data across the network. Hardware Sharing: Devices like printers or scanners shared by multiple users. Software Sharing: Central…  ( 6 min )
    How to Provide Default Values When Reading JSON in Scala
    When working with JSON data in Scala, it’s common to encounter situations where certain keys may not be present. For instance, the issue posed here deals with the retrieval of the 'ids' key from a JSON structure, and how to accommodate missing data by providing a default value. In this article, we’ll explore a Scala implementation that allows you to safely read JSON data and handle absent keys gracefully. Introduction to JSON Handling in Scala Reading JSON in Scala typically involves using libraries such as Jackson for parsing. Jackson’s support for Scala is quite robust, especially when combined with the Scala module. In our current code, we have successfully extracted the 'ids' key from a JSON object. However, we need a way to manage cases where the key might not exist. Why is Providing …  ( 4 min )
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    How to generate dynamic invoices for SaaS applications in Python 💸 Ethan from reportgen.io ・ May 14 #webdev #programming #python #tutorial  ( 2 min )
    How to Write Python Code Compatible with Both Python 2 and 3?
    When working on a project that requires compatibility with both Python 2 and Python 3, it's essential to understand the key differences and learn best practices for writing compatible code. This article will address common compatibility issues and provide examples to guide you through writing code that functions seamlessly in both versions. Why Compatibility Matters As Python 2 reached its end of life on January 1, 2020, many developers have transitioned to Python 3. However, there are legacy systems and codebases that continue to rely on Python 2. To support both versions, developers need to be aware of differences in syntax, standard libraries, and built-in functions. This understanding helps in minimizing bugs and ensuring that your code runs across different environments. Key Compatibi…  ( 5 min )
    How to generate dynamic invoices for SaaS applications in Python 💸
    Invoice generation in SaaS applications doesn’t have to be tedious. With reportgen.io, you can automate the entire process, offering dynamic, scalable, and secure solutions. Whether you're working on a single invoice or handling bulk generation, reportgen.io’s modern API is built to make developers’ lives easier. This guide walks you through the steps of integrating reportgen.io into your SaaS application for dynamic invoice generation, complete with advanced templating and efficient API calls. Invoices are more than just a list of numbers; they must reflect accurate calculations, dynamic line items, and conditional elements like VAT. With reportgen.io, you can use templating engines such as EJS to create powerful, flexible templates. Here’s an example template that: Iterates through line …  ( 5 min )
    Time series Models
    Here’s a point-form style article titled "The Complete Guide to Time Series Models" — perfect for a Dev.to post: Time series modeling is essential when working with data indexed in time order — think stock prices, weather patterns, or GDP growth. Here’s your complete point-form guide to time series models — from classic methods to deep learning. A sequence of data points collected or recorded at specific time intervals. Time is a crucial component — order matters. Examples: Daily temperature, monthly sales, hourly web traffic. Trend: Long-term upward or downward movement. Seasonality: Regular patterns (e.g., quarterly demand). Cyclic Patterns: Irregular cycles over years. Noise: Random variations that can’t be explained. AR (AutoRegressive) Predicts current value based on past values. E…  ( 4 min )
    Mastering Standard Deviation in Python with np.std
    When it comes to understanding data, numbers by themselves often don't tell the complete story. Knowing how much variation or spread exists in a dataset is just as critical as knowing the average. This is where numpy standard deviation becomes a powerful statistical tool — and in Python, calculating it becomes effortless with NumPy’s np.std function. In this blog, brought to you by Tpoint Tech, we’ll walk you through what standard deviation is, why it matters, and how np.std in Python helps simplify statistical analysis for beginners and experts alike — all without diving into actual code. Whether you’re a data science student, a software developer, or a business analyst, understanding np.std will give you a new appreciation for Python’s statistical power. Standard deviation is a measure …  ( 5 min )
    How to Create Custom Marshaler for gRPC in Go?
    Introduction In software development, especially when dealing with APIs, it’s crucial to have data accurately represented according to the expected formats. In this case, you're working with gRPC and need to customize how bytes fields are marshaled to JSON. If your application exchanges data including SHA-1, SHA-256, and UUIDs as bytes, you might find the default behavior of converting bytes to base64 rather limiting. Let’s explore how to implement a custom marshaler in Go to handle this effectively, ensuring that your specific use case can accommodate hexadecimal encoding instead of base64. Why This Issue Occurs The default behavior for handling bytes in gRPC-Gateway is to convert them into base64 later when transforming them into JSON. This decision can be frustrating when hexadecimal re…  ( 5 min )
    A Tale of TCO in JavaScript
    One major feature of Javascript is it is a single-threaded environment; it can only execute one task at a time. When one function calls another, the JavaScript engine carefully tracks these calls using a mechanism known as the "call stack."; A data structure that follows the LIFO (Last In, First Out) principle, a function call is added (pushed) to the top of this stack. When the function, and removed (popped) from the stack when the function completes its execution. Imagine the call stack as a tower of tasks, where each new function call adds another level to the tower. function greet() { console.log("Hello!"); sayName(); console.log("Goodbye!"); } function sayName() { console.log("Ny name is David."); } greet(); When this code runs, the engine first places greet() on the call s…  ( 7 min )
    Role of MLOps in Machine Learning Deployment
    The Growing Role of MLOps in Machine Learning Deployment What is MLOps? MLOps = Machine Learning + DevOps It’s a set of practices that unifies ML system development (Dev) and operations (Ops). Goal: streamline the deployment, monitoring, and management of machine learning models in production. 87% of ML models never reach production (per industry reports). MLOps ensures: Faster model delivery Better model performance monitoring Easier reproducibility and auditing Data Collection & Versioning Track data changes (e.g., using DVC) Ensure reproducibility Model Training & Experimentation Use tools like MLflow, Weights & Biases Manage hyperparameter tuning, trials, results Model Validation & Testing Run automated tests (unit tests, integration tests) Validate model performance before release Deployment CI/CD pipelines for ML models Deploy via REST API, batch jobs, streaming services Monitoring Track metrics like accuracy, latency, drift Trigger alerts for anomalies Retraining Set up automated retraining workflows if performance drops Task Tools Experiment Tracking MLflow, Neptune, W&B Version Control DVC, Git Deployment Kubeflow, TFX, Seldon Monitoring Prometheus, Grafana, WhyLabs Pipelines Airflow, Kubeflow Pipelines, Dagster ✅ Automate data validation and preprocessing ✅ Use consistent environments (Docker, Conda) ✅ Build modular pipelines ✅ Monitor both data and model performance ✅ Document all experiments and models ✅ Maintain governance and compliance logs MLOps is no longer optional — it's a core discipline for production-ready ML. It brings speed, reliability, and scalability to machine learning workflows. If you’re deploying ML models regularly, investing in MLOps is critical for success.  ( 3 min )
    How to Build a Prompt-Friendly UI with React & TypeScript
    Designing composable, maintainable, and developer-oriented interfaces for LLM apps Large language models (LLMs) introduce a fundamentally different interaction model. Instead of submitting static form data to deterministic APIs, users compose flexible, evolving instructions( prompts)to drive behavior. The UI is no longer just a form. It becomes a live environment for crafting, executing, and refining these prompts. This shift introduces new engineering challenges: Unstructured, contextual input: prompts resemble natural language, code, or hybrids Probabilistic, variable outputs: repeated prompts yield different results Exploratory iteration patterns: success depends on trying, comparing, adjusting To support this, frontend engineers must rethink how they model state, compose components, an…  ( 6 min )
    [HandsOn]Launching and testing Cisco Catalyst 8000V for SD-WAN & Routing on AWS
    Introduction Thank you for always reading our articles! I was personally curious as to whether it was possible to build a Cisco Catalyst 8000V for SD-WAN & Routing environment on AWS, so I did some research. After trying out a few things on the Market Place(AWS), I found Cisco Catalyst 8000V for SD-WAN & Routing as something that looked like it could be built, so I would like to try that out. from Japanese Those who have unavoidable circumstances and want to test Cisco Catalyst SD-WAN A rare person who wants to try using a Cisco router on AWS Looking for people with extensive networking experience Deploying Cisco Catalyst 8000V in an AWS environment Verify that you can run basic commands The following is not covered: Building the Manager, Controller, and Validator required for Cisco Cata…  ( 8 min )
    CHI-SQUARE TESTS AND DEGREES OF FREEDOM
    Chi-Square Tests and Degrees of Freedom — Explained with Football When analyzing data in sports like football (soccer), we often want to answer questions like: Is there a relationship between a team's playing style and their win rate? Do red cards occur more frequently in away games than home games? Is possession percentage independent of final match outcomes? To answer these, the Chi-Square Test is one of the most powerful tools in the statistician’s playbook. The Chi-Square Test is a statistical method used to test if there's a significant association between categorical variables. It compares the observed frequencies in a contingency table with the expected frequencies if the variables were independent. Let’s say we collect data on red cards in 100 football matches: Red Card No Re…  ( 4 min )
    Introducing Prometheus: A Version Control System I Built from Scratch (No Git Involved)
    TL;DR Prometheus is a version control system I developed from scratch, built on Firebase and Appwrite, designed to simplify the version control process without relying on Git. It’s lightweight, real-time, and optimized for web-based workflows, with a custom-built IDE to support it. While Git is the industry standard for version control, I ran into challenges when trying to integrate it into my projects. Specifically, GitHub's rate limits and the complexities of managing API integrations were a concern. I wanted to avoid hitting those limits and create something more seamless and lightweight for web-based workflows. That’s when I decided to build Prometheus — a custom version control system designed to handle these issues without relying on Git. The goal was to create a VCS that was easy t…  ( 4 min )
    🌐 Building a Creative 404 Error Page with Just HTML & CSS
    Hey Devs! 👋 I recently built a simple yet visually engaging 404 error page using only HTML and CSS, and I wanted to share my experience and thought process with you all. 📘 ❓ Why a 404 Page? A 404 page is more than just an error message. It's an opportunity to show creativity, personality, and even guide the user back to your site. I wanted to create a custom error page that’s not only informative but also visually appealing. 🎨 🛠️ What I Built Here’s the link to my 404 page: https://404-error-page-rust.vercel.app/ It features: A clean, centered layout A bold "404" message with an accompanying subheading A call-to-action button to return to the homepage A dark theme with contrasting text for better readability 🧱 Tech Stack I used the basics: HTML5 for structure CSS3 for styling and responsiveness No JavaScript or frameworks were used—just pure frontend fundamentals. ⚙️ ✨ Key Features & Techniques Responsive Centering Typography and Hierarchy Minimal Button Design Dark Theme Everything was built to be clean, user-friendly, and responsive across devices. 📱 📚 What I Learned Even with just HTML and CSS, you can create engaging user experiences. This project helped me: Practice layout and styling Improve responsiveness using Flexbox Understand the importance of micro-interactions in UI design 🚀 What's Next? I plan to: Add animations using CSS transitions Include illustrations or SVG graphics Possibly build a collection of creative 404 pages 💬 Final Thoughts Creating this page reminded me how powerful simple tools can be when used creatively. I encourage everyone—especially beginners—to try building their own custom error pages. It’s a small project that teaches you a lot. ✅ Let me know what you think or drop your own 404 pages in the comments below! ⬇️  ( 3 min )
    How to Keep Chart Area Consistent in JavaScript Visualizations?
    Creating a dynamic and consistent chart area is essential when developing a website that showcases data by region. If you're facing an issue where the chart's appearance varies based on the magnitude of the data, you're not alone. Understanding the Problem When you use libraries like Chart.js to visualize data, the space allocated for the y-axis can change depending on the scale of your data values. For instance, larger numbers may create more left-side margin space, inadvertently altering the chart's shape and making comparisons less intuitive. This is especially evident in your provided images where different datasets create discrepancies in chart sizing. Why Does This Happen? The variation in chart size occurs because the default behavior of bar charts in Chart.js automatically adjusts …  ( 4 min )
    Welcome Thread - v326
    Leave a comment below to introduce yourself! You can talk about what brought you here, what you're learning, or just a fun fact about yourself. Reply to someone's comment, either with a question or just a hello. 👋 Come back next week to greet our new members so you can one day earn our Warm Welcome Badge!  ( 3 min )
    AI Message Cleaner - Remove/Replace All Weird Characters
    AI-generated text is great, until you copy it and find yourself battling weird characters, excessive line breaks, and formatting quirks. Whether it’s markdown remnants, strange escape sequences, or invisible zero-width spaces, cleaning up AI text manually can be frustrating. That’s why I built AI Message Cleaner, a simple yet powerful tool that lets you copy, paste, edit, and apply custom cleaning rules to make AI-generated text instantly readable. AI Message Cleaner is a web-based tool designed to: Remove special characters that disrupt readability. Replace unwanted symbols with standard text. Fix AI formatting quirks, such as extra line breaks or markdown artifacts. Apply custom cleaning rules to fine-tune text exactly how you want it. Using AI Message Cleaner is effortless: Paste your AI-generated text into the input box. Edit or apply predefined rules to clean up formatting. Add or remove custom rules to replace specific characters or unwanted text. Instantly get a polished version of your text-ready to copy and use. The tool automates what would normally be a tedious manual cleanup, making text usable in documents, emails, chat applications, or even social media posts. AI-generated responses are great, but they don’t always play nicely with different platforms. Markdown formatting, invisible symbols, or unexpected spacing can make text look messy or difficult to use. Instead of manually adjusting every AI-generated response, AI Message Cleaner simplifies the process with an easy copy-paste workflow and customizable cleaning rules. ✅ Copy, paste, and clean instantly, no manual edits required. ✅ Predefined rules to fix common AI formatting issues. ✅ Customizable rules, replace or remove specific characters as needed. ✅ Works for AI-generated text from tools like ChatGPT, Copilot, and more.  ( 3 min )
    Building a Searchable Product List with React Server Components
    React Server Components (RSC) are a powerful tool for building dynamic, full-stack applications that offer high performance while reducing the amount of client-side code. In this tutorial, we'll build a searchable product list that leverages server-side rendering to display filtered products, improving both performance and user experience. Start by setting up a new React project with Express for server-side rendering. This will allow us to serve the filtered product list from the server side. npx create-react-app product-search cd product-search npm install express react-server-dom Create the Express server by adding a server.js file: // server.js const express = require('express'); const React = require('react'); const ReactDOMServer = require('react-dom/server'); const App = require('./…  ( 5 min )
    The Basics of PHP for Web Development
    The Basics of PHP for Web Development PHP (Hypertext Preprocessor) is one of the most widely used server-side scripting languages for web development. It powers millions of websites, including major platforms like WordPress, Facebook (initially), and Wikipedia. If you're just starting with web development or looking to expand your backend skills, learning PHP is a great choice. In this guide, we'll cover the fundamentals of PHP, its syntax, key features, and how you can use it to build dynamic websites. And if you're looking to grow your YouTube channel while learning web development, consider checking out MediaGeneous for expert strategies. Why Learn PHP? PHP has been around since 1994 and remains relevant due to its: Ease of Learning: Simple syntax, especially for beginners. Server-Side …  ( 5 min )
    Implementing Server-Side State Management with React Server Components
    React Server Components allow us to offload parts of the rendering process to the server, improving performance and user experience. However, managing state on the server side for full-stack applications can be a bit tricky. In this tutorial, we’ll explore how to manage server-side state in a React application using server components, making it easier to share and synchronize state between the client and the server. Start by creating a new React app with server component support, if you haven’t already: npx create-react-app react-server-state cd react-server-state npm install react-server-dom For this guide, we will focus on integrating React Server Components with state management. In the server component, we can handle state using traditional server-side state management (e.g., session,…  ( 5 min )
    🚀 Amazon ECS Now Supports EBS Provisioned Rate for Volume Initialization
    Amazon ECS (Elastic Container Service) has just rolled out support for Amazon EBS Provisioned Rate for Volume Initialization — a powerful feature that speeds up EBS volume readiness when attaching from snapshots. This update is a game-changer for ECS workloads like: 🧪 ETL pipelines 🎞️ Media transcoding 🤖 Machine Learning inference With this enhancement, ECS tasks and services on both Fargate and EC2 launch types can now attach fully-performant EBS volumes right from the get-go! Previously, you could initialize ECS task volumes from EBS snapshots using snapshot-id, but performance was not guaranteed right away — data restoration from the snapshot could slow things down. Now, with Provisioned Rate for Volume Initialization, you can: ✅ Specify the initialization rate when creating volumes from snapshots In real-world production scenarios, time is money: ⏱️ ETL jobs don’t wait — they need volumes ready instantly 📺 Media processing workloads are time-sensitive 📦 ML inference needs low-latency, high-throughput disk access By provisioning initialization rates, you reduce startup delays and ensure consistent performance across containers. Define EBS volume attributes (size, type, IOPS, throughput). Attach volume to ECS task using a snapshot (snapshot-id). Specify the initialization rate during provisioning. ECS ensures attached volumes are fully-performant on task launch. ✅ Amazon ECS on Fargate ✅ Amazon ECS on EC2 ✅ ECS Tasks and Services You can also set this rate in ECS Task Definitions or Service Configurations, making it easy to standardize performance across deployments. This update from AWS bridges the gap between fast EBS volume access and containerized workloads. If you’re building data-intensive, high-performance applications on ECS, it’s time to take advantage of predictable storage performance with Provisioned Rate Volume Initialization.  ( 4 min )
    Building a Simple Full-Stack Application with React Server Components
    React Server Components are an exciting new feature that allows for rendering components on the server, enabling faster initial page loads, improved SEO, and a better user experience. In this tutorial, we'll build a simple full-stack application that demonstrates how to integrate server components with a React frontend. To get started, we’ll need to create a new React project with server components enabled. First, set up your project using Create React App: npx create-react-app react-server-components-demo cd react-server-components-demo npm install react-server-dom Next, enable server-side rendering (SSR) and React Server Components in the project. You’ll need to configure webpack or use frameworks that support SSR, like Next.js. Create a new file called ServerComponent.js. This file wil…  ( 4 min )
    Common Use Cases for Button-Triggered Excel Macros
    Excel is a powerful tool for data management and analysis, but its capabilities can be significantly extended through the use of macros. By attaching these small programs to buttons on your worksheet, you can create interactive tools and automate repetitive tasks with a simple click. This transforms a static spreadsheet into a dynamic application. Here are some common and effective use cases for button-triggered Excel macros: Beyond standard formulas, macros allow you to build complex, multi-step calculators or tools tailored to specific needs. A button can initiate a series of calculations based on user inputs, potentially involving conditional logic, lookups across different sheets, or interactions with external data. Financial Calculators: Develop tools for loan amortization, investment…  ( 5 min )
    Finding A Mentor For My Web development journey
    Hi there.I just need a personalized mentor to help and assist me on this journey of becoming a fullstack developer. The thing is I barely know anything about coding or programming. I have grasped a little bit of HTML and CSS. I am really really passionate about doing this.  ( 3 min )
    HarmonyOS Next Game Development: From Creativity to Online
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system in game development and summarize it based on actual development practices. Game development is an adventure full of creativity and challenges. In the world of HarmonyOS Next, with the help of Cangjie language, this adventure becomes even more exciting.Next, let’s walk through the entire process from game creative conception to final launch. At the starting point of game development, creativity is the key.We envision an adventure game that combines strategy and action elements, where players play heroes in a fantasy world, need to explore mysterious maps, collect resources, fight monsters and solve puzzles.The game adopts an open map design, where players can explore freely, trigger various random eve…  ( 5 min )
    HarmonyOS Next Smart Office Application Development Practice
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system in the development of intelligent office applications and summarize them based on actual development practices. In the wave of digital office, smart office applications have become a key tool to improve work efficiency.Today, we will start a journey of developing smart office applications with the help of HarmonyOS Next and Cangjie language to see how to make office more efficient and convenient. Smart office applications are designed to meet the diverse needs of modern offices in one stop.First of all, the document editing function. To realize basic word processing and formatting, it is best to support real-time collaborative editing for multiple people, just as convenient as everyone writes on the s…  ( 5 min )
    HarmonyOS Next and Cangjie Language: The Future of Collaborative Development
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices. At the moment of rapid development of technology, HarmonyOS Next and Cangjie Language are like a pair of close-knit partners, working together to make great strides in the technology journey.The coordinated development between them not only brings a new experience to developers, but also paints a colorful picture for the future intelligent ecology.Today, let’s discuss in depth the wonderful journey of the coordinated development of the two and the hopeful future. With its powerful distributed capabilities and new system architecture, HarmonyOS Next provides a broad stage for the implementation of Cangjie language.Cangjie Language has become a p…  ( 6 min )
    HarmonyOS Next Intelligent Upgrade: Unlimited Possibilities Empowered by IDE AI
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices. In the development process of HarmonyOS Next, AI technology is like injecting super energy into development tools, allowing development efficiency and experience to achieve a qualitative leap.Among them, the AI ​​empowerment of IDE has brought unprecedented changes, just like equip developers with an omnipotent intelligent assistant.Next, let’s explore this AI empowerment world full of infinite possibilities. Today, mainstream IDE environments are actively introducing AI technology, which has become a major trend in the software development field.In Android and iOS development, AI-assisted programming has gradually emerged, but HarmonyOS Next's…  ( 5 min )
    How to Create a Clickable Button in SwiftUI Form on macOS?
    Introduction Creating a user-friendly interface is essential in any application. When working with SwiftUI, you may want to enhance the usability of forms, particularly in a macOS application. In this guide, we will explore how to modify a grouped-styled Form to make a button that spans the entire row, allowing for smoother interaction. Our example involves managing a list of names, where we want the "New Person" button to be fully clickable, similar to List buttons in iOS. Understanding the Issue In SwiftUI, when you use a basic Button within a Form, it might not visually match the expected behavior found in List. Users often expect a row to be clickable throughout, not just the button area. To achieve a consistent feel with the functionality provided by NavigationLink, we need to use an …  ( 4 min )
    How to Convert Union Type to Enum in TypeScript
    Introduction If you're working with TypeScript, you might encounter a situation where you want to convert a union type into an enum for better organization and type safety. This is a common challenge, especially when trying to improve the maintainability of your code. In this article, we will illustrate how to achieve this conversion using clear examples. Understanding Union Types in TypeScript Union types in TypeScript allow you to define a variable that can hold one of several types. For example, consider the union type status: type status = 'start' | 'loading' | 'stop'; This means that any variable of type status can only be assigned one of those three string values: 'start', 'loading', or 'stop'. However, using union types can sometimes lead to a lack of organization, especially in la…  ( 4 min )
    Databricks
    Completed ai fundamentals certification  ( 2 min )
    Keycloak and Spring Boot: The Ultimate Guide to Implementing Single Sign-On
    Keycloak and Spring Boot: The Ultimate Guide to Implementing Single Sign-On Tandap Noel Bansikah ・ Oct 30 '24 #springboot #springsecurity #keycloak #java  ( 2 min )
    K8s basic for dev!
    🧠 Kubernetes for Absolute Beginners: Architecture & Core Components zaheetdev ・ May 12 #kubernetes #devops #docker #containers  ( 2 min )
    How to Test Dart Function Assertion Errors Gracefully?
    Introduction When developing applications in Dart, handling unexpected inputs gracefully is crucial to maintain stability and facilitate debugging. In this article, we will explore how to implement a function that leverages assertions and null returns effectively. We’ll also cover how to test for both assertion errors and expected null returns in production mode. The function we’ll discuss, foo, uses assertions to catch errors during development but ensures backward compatibility by returning null for unexpected values in production. Here’s the function: int? foo(int value) { if (value 5) { return null; // null is returned in some non-error cases } retu…  ( 5 min )
    🐳 What is Docker? A Beginner-Friendly Breakdown
    If you're new to containerization or just want a clear understanding of Docker, you're in the right place. In this post, we’ll walk through the what, why, and how of Docker in a simple, no-fluff format. 📦 What is Docker? Docker is an open-source platform that makes it easier to build, ship, and run applications using containers. A container is a lightweight, portable package that includes everything your app needs to run: source code, libraries, dependencies, and environment variables — all bundled together. Think of it like a “super zip file” that runs your code the same way on any machine. 🤔 Why Was Docker Needed? Before Docker, developers faced the classic: "It works on my machine" 😤 Apps would break when moving between dev, test, and prod environments due to OS differences, miss…  ( 4 min )
    Why Your API Strategy Fails Without a Proper Data Model
    Let’s talk about something that’s been bugging me for years: the disconnect between how we design APIs and how we manage data. We throw around phrases like “API-first” and “decoupled architecture” like they’re magic spells. And yeah—they’re important. But too often, API-first ends up being endpoint-first... and model-later (or never). That’s a problem. A big one. 🎯 The Problem with Endpoint-First Thinking I’ve been on projects where we had beautifully documented APIs. Swagger UI, OpenAPI specs, even good versioning. But behind the scenes? No consistency across services Fields named three different ways depending on the team No central data structure—just whatever someone came up with on the fly Eventually, we were duct-taping together integrations and trying to reverse-engineer payloa…  ( 4 min )
    Começando minha jornada dev 🚀
    A post by Toni Lisboa  ( 2 min )
    I get the following error when trying to run "node server.js" for initial testing: "throw new Error('Neither apiKey nor config.authenticator provided');". My .env file has the correct STRIPE_SECRET and the key is being loaded correctly. Any ideas?
    A post by Asante Todd  ( 3 min )
    MCP Security: Tr-tr-tr-tricky, tricky, tricky
    The GitHub MCP Server looked like the perfect fit for a project I am working on. Connecting to the GitHub MCP from VSCode was actually not super tricky, but I do see some risks that will make securing MCP systems less than easy. I’ll walk through the process of adding this MCP server and some of the risks we will want to think about. Here are the official instructions from GitHub- https://github.com/github/github-mcp-server. I ended up using the manual install option and choosing to run it in Docker. You’ll go into user preferences and add this into Preferences: Open User Settings (JSON), replacing the personal access token with your own. { "mcp": { "inputs": [ { "type": "promptString", "id": "github_token", "description": "GitHub Personal Access Token",…  ( 5 min )
    How to Embed Web Manifest Data Directly in JavaScript?
    When porting a website to HTML, you might encounter issues when your JavaScript tries to access files like a web manifest and is blocked by CORS policies. If you're in a situation where you have the data for manifest.webmanifest, you may wonder how to incorporate that data directly into your JavaScript without the need for an external file. Let's explore the reasons behind CORS restrictions and provide step-by-step solutions to embed the manifest data. Understanding CORS and Its Impact CORS, or Cross-Origin Resource Sharing, is a security feature implemented by browsers that restricts web pages from making requests to a different domain than the one that served the web page. This helps prevent malicious actions but can be a hurdle during local development or when porting sites. If you're f…  ( 4 min )
    Mastering Go Concurrency Primitives: A Practical Guide
    1. Intro: Why Go Concurrency Primitives Matter Go’s concurrency model is a developer’s dream—goroutines and channels make parallel programming feel effortless. But in the real world, they’re not always enough. Enter the sync package: a toolkit of concurrency primitives like Mutex, RWMutex, WaitGroup, and sync.Pool that can turbocharge performance or save you from subtle bugs. If you’ve got 1-2 years of Go under your belt, you’re probably comfy with goroutines and channels. But when faced with a high-traffic web server or a tricky task scheduler, questions creep in: Should I use Mutex or RWMutex? Does sync.Pool really help? Pick wrong, and your app’s performance tanks. In this guide, we’ll break down these primitives with benchmarks, real-world tips, and a handy selection cheat sheet. I’l…  ( 7 min )
  • Open

    Dogecoin active addresses surge by 528% — Will DOGE price follow?
    Key Takeaways: Dogecoin's active addresses surged 528% to 469,477. DOGE’s futures open interest rose 70% to $1.65 billion, indicating strong speculative interest. On May 13, Dogecoin (DOGE) witnessed a staggering 528% increase in active addresses, soaring from 74,640 to 469,477, signaling robust network activity and growing investor interest. This surge followed an update to 21Shares’ filing for a spot Dogecoin ETF, receiving acknowledgement from the US Securities and Exchange Commission (SEC). The financial services firm confirmed the development on X on May 14. Dogecoin active addresses. Source: Glassnode The filing, which aims to track DOGE’s price, aligns with similar efforts by Bitwise and Grayscale, hinting at potential mainstream adoption. This news fueled market optimism, leadi…
    Dogecoin active addresses surge by 528% — Will DOGE price follow?
    Key Takeaways: Dogecoin's active addresses surged 528% to 469,477. DOGE’s futures open interest rose 70% to $1.65 billion, indicating strong speculative interest. On May 13, Dogecoin (DOGE) witnessed a staggering 528% increase in active addresses, soaring from 74,640 to 469,477, signaling robust network activity and growing investor interest. This surge followed an update to 21Shares’ filing for a spot Dogecoin ETF, receiving acknowledgement from the US Securities and Exchange Commission (SEC). The financial services firm confirmed the development on X on May 14. Dogecoin active addresses. Source: Glassnode The filing, which aims to track DOGE’s price, aligns with similar efforts by Bitwise and Grayscale, hinting at potential mainstream adoption. This news fueled market optimism, leadi…
    Here’s what happened in crypto today
    Today in crypto, a CFTC commissioner is set to become the next CEO of the crypto advocacy group Blockchain Association. Meanwhile, banking giant UBS reports that high-net-worth clients in Asia are shifting away from US dollar assets in favor of gold, crypto, and Chinese markets. Elsewhere, Twenty One Capital has received a $458.7 million injection in Bitcoin from Tether. CFTC commissioner will step down to become Blockchain Association CEO Summer Mersinger, one of four commissioners currently serving at the US financial regulatory body Commodity Futures Trading Commission (CFTC), will become the next CEO of the digital asset advocacy group the Blockchain Association (BA). In a May 14 notice, the Blockchain Association said its current CEO, Kristin Smith, would step down for Mersinger on M…
    3 reasons why Ethereum price could rally to $5,000 in 2025
    Key takeaways: A longer-term ETH price rally is dependent on SEC approval of in-kind ETF creation and staking to attract more investors. AI adoption and Ethereum layer-2 growth must drive onchain activity to restore the network’s deflationary burn mechanism. Ether (ETH) surged 43.6% between May 7 and May 14, but its current price of $2,600 still falls short of the 2021 peak of $4,868. Some analysts argue that the current bullish momentum is “just the beginning of a much larger and aggressive uptrend,” raising the likelihood of a near-term rally to $5,000. However, the catalysts for a new ETH all-time high in 2025 remain uncertain, particularly in the face of intensifying competition. Source: X/AdrianoFeria According to X user AdrianoFeria, ETH is “the best candidate for institutional d…
    3 reasons why Ethereum price could rally to $5,000 in 2025
    Key takeaways: A longer-term ETH price rally is dependent on SEC approval of in-kind ETF creation and staking to attract more investors. AI adoption and Ethereum layer-2 growth must drive onchain activity to restore the network’s deflationary burn mechanism. Ether (ETH) surged 43.6% between May 7 and May 14, but its current price of $2,600 still falls short of the 2021 peak of $4,868. Some analysts argue that the current bullish momentum is “just the beginning of a much larger and aggressive uptrend,” raising the likelihood of a near-term rally to $5,000. However, the catalysts for a new ETH all-time high in 2025 remain uncertain, particularly in the face of intensifying competition. Source: X/AdrianoFeria According to X user AdrianoFeria, ETH is “the best candidate for institutional d…
    Ethereum Foundation unveils security initiative to supplant legacy systems
    The Ethereum Foundation has launched a security initiative aimed at supporting the broader adoption of onchain technologies, according to a May 14 announcement. The effort is part of an ongoing push to strengthen Ethereum's role in programmable digital assets. Fredrik Svantes, a protocol security research lead, and Josh Stark from the Ethereum Foundation management team will be the initial co-chairs of the initiative. Three contributors to the Ethereum ecosystem — samczsun, Medhi Zerouali, and Zach Obront — will help guide the project. Called the Trillion Dollar Security Initiative, the effort seeks to analyze, improve, and communicate to Ethereum developers areas where security can be improved, including user experience, wallet security, smart contract security and infrastructure. Accordi…
    Ethereum Foundation unveils security initiative to supplant legacy systems
    The Ethereum Foundation has launched a security initiative aimed at supporting the broader adoption of onchain technologies, according to a May 14 announcement. The effort is part of an ongoing push to strengthen Ethereum's role in programmable digital assets. Fredrik Svantes, a protocol security research lead, and Josh Stark from the Ethereum Foundation management team will be the initial co-chairs of the initiative. Three contributors to the Ethereum ecosystem — samczsun, Medhi Zerouali, and Zach Obront — will help guide the project. Called the Trillion Dollar Security Initiative, the effort seeks to analyze, improve, and communicate to Ethereum developers areas where security can be improved, including user experience, wallet security, smart contract security and infrastructure. Accordi…
    Bitfarms clocks $36M net loss amid shift from Bitcoin mining to AI
    Bitfarms clocked a first-quarter net loss of $36 million, widening from a $6 million loss in the same period a year earlier, as the Bitcoin miner pivots from mining to high-performance computing for artificial intelligence applications.  The miner posted $67 million in sales for the quarter ended March 31, up 33% from the year prior. However, gross profit margin for Bitfarm’s mining operations declined to 43% from 63% year-over-year, the company said in its first quarter earnings release.  The lower margins reflect pressure from Bitcoin’s (BTC) April 2024 “halving” as well as volatility in Bitcoin’s price. Halvings occur every four years and cut the number of BTC mined per block in half, reducing Bitcoin miners’ profitability.  In the first quarter of 2025, Bitcoin’s spot price swung from …
    Bitfarms clocks $36M net loss amid shift from Bitcoin mining to AI
    Bitfarms clocked a first-quarter net loss of $36 million, widening from a $6 million loss in the same period a year earlier, as the Bitcoin miner pivots from mining to high-performance computing for artificial intelligence applications.  The miner posted $67 million in sales for the quarter ended March 31, up 33% from the year prior. However, gross profit margin for Bitfarm’s mining operations declined to 43% from 63% year-over-year, the company said in its first quarter earnings release.  The lower margins reflect pressure from Bitcoin’s (BTC) April 2024 “halving” as well as volatility in Bitcoin’s price. Halvings occur every four years and cut the number of BTC mined per block in half, reducing Bitcoin miners’ profitability.  In the first quarter of 2025, Bitcoin’s spot price swung from …
    New York has 'outsized role to play' in crypto ecosystem — State regulator head
    Adrienne Harris, the head of the New York State Department of Financial Services (NYDFS), said New York has an “outsized role to play” in the crypto ecosystem, particularly in shaping regulatory frameworks for digital assets. During a panel on May 14 at Consensus 2025 in Toronto, she said the NY estate is frequently asked to provide guidance on regulators. “With respect to federal regulation and legislation [...] members of Congress are often coming to us [NYDFS] asking about our process, about our regulations, about guidance, how they should be thinking about legislation,” Harris said. Interview with Adrienne Harris (pictured left). Source: Cointelegraph According to Harris, the NYDFS was “unnecessarily tough” and lacked resources in the past. Now, under her purview, she said the NYDFS i…
    New York has 'outsized role to play' in crypto ecosystem — State regulator head
    Adrienne Harris, the head of the New York State Department of Financial Services (NYDFS), said New York has an “outsized role to play” in the crypto ecosystem, particularly in shaping regulatory frameworks for digital assets. During a panel on May 14 at Consensus 2025 in Toronto, she said the NY estate is frequently asked to provide guidance on regulators. “With respect to federal regulation and legislation [...] members of Congress are often coming to us [NYDFS] asking about our process, about our regulations, about guidance, how they should be thinking about legislation,” Harris said. Interview with Adrienne Harris (pictured left). Source: Cointelegraph According to Harris, the NYDFS was “unnecessarily tough” and lacked resources in the past. Now, under her purview, she said the NYDFS i…
    Crypto execs flock to DC to support Senate stablecoin bill
    Crypto founders headed to Washington, DC, to meet with lawmakers ahead of another expected vote on a stablecoin bill that initially failed in the Senate, according to Coinbase CEO Brian Armstrong. In a May 14 X post from the US Capitol rotunda, Armstrong said as many as “60 [crypto] founders” had gathered in DC to support the Guiding and Establishing National Innovation for US Stablecoins, or GENIUS Act, being considered in the Senate and a draft of the market structure bill moving through the House of Representatives. The Coinbase CEO said the Senate could consider another vote on the GENIUS Act “hopefully tomorrow” after it failed to get enough support from Democrats on May 8. “Like any good negotiation, there’s a lot of details to work out at the last minute, but we’ve been stressing …
    Crypto execs flock to DC to support Senate stablecoin bill
    Crypto founders headed to Washington, DC, to meet with lawmakers ahead of another expected vote on a stablecoin bill that initially failed in the Senate, according to Coinbase CEO Brian Armstrong. In a May 14 X post from the US Capitol rotunda, Armstrong said as many as “60 [crypto] founders” had gathered in DC to support the Guiding and Establishing National Innovation for US Stablecoins, or GENIUS Act, being considered in the Senate and a draft of the market structure bill moving through the House of Representatives. The Coinbase CEO said the Senate could consider another vote on the GENIUS Act “hopefully tomorrow” after it failed to get enough support from Democrats on May 8. “Like any good negotiation, there’s a lot of details to work out at the last minute, but we’ve been stressing …
    VanEck launches 'Onchain Economy' ETF
    VanEck has launched a new actively managed exchange-traded fund (ETF) designed to invest in stocks and financial instruments offering exposure to the digital economy, the asset manager said on May 14. The VanEck Onchain Economy ETF (NODE) is listed on the Cboe exchange and aims to provide investors with broad exposure to companies operating in the blockchain ecosystem, including crypto miners, exchanges, infrastructure providers, and crypto-oriented financial technology platforms, VanEck said in a press release.  The NODE ETF will also “consider any company that has clearly communicated plans to engage in this space, as evidenced through public filings, earnings calls or investor materials,” VanEck said. Additionally, the fund, which will be actively managed, may also invest in crypto-rela…
    VanEck launches 'Onchain Economy' ETF
    VanEck has launched a new actively managed exchange-traded fund (ETF) designed to invest in stocks and financial instruments offering exposure to the digital economy, the asset manager said on May 14. The VanEck Onchain Economy ETF (NODE) is listed on the Cboe exchange and aims to provide investors with broad exposure to companies operating in the blockchain ecosystem, including crypto miners, exchanges, infrastructure providers, and crypto-oriented financial technology platforms, VanEck said in a press release.  The NODE ETF will also “consider any company that has clearly communicated plans to engage in this space, as evidenced through public filings, earnings calls or investor materials,” VanEck said. Additionally, the fund, which will be actively managed, may also invest in crypto-rela…
    Price predictions 5/14: BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI, LINK, AVAX
    Key points: Bitcoin remains above $100,000, but buyers are struggling to sustain prices above $105,000. Strong altcoin performances suggest an altseason has started. Bitcoin (BTC) is trading above $103,000, with buyers attempting to drive the price to the all-time high of $109,588. Research firm Santiment said in a post on X that Bitcoin whales and sharks, holding 10 to 10,000 Bitcoin, accumulated 83,105 Bitcoin in the past 30 days, suggesting that “it may be a matter of time” before Bitcoin's all-time high is taken out. Along with Bitcoin, analysts are also gradually turning positive on altcoins. A host of factors, such as falling Bitcoin and USDT dominance and a rally in select altcoins, suggest that an altcoin season may be around the corner. Crypto market data daily view. Source: Co…
    Price predictions 5/14: BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI, LINK, AVAX
    Key points: Bitcoin remains above $100,000, but buyers are struggling to sustain prices above $105,000. Strong altcoin performances suggest an altseason has started. Bitcoin (BTC) is trading above $103,000, with buyers attempting to drive the price to the all-time high of $109,588. Research firm Santiment said in a post on X that Bitcoin whales and sharks, holding 10 to 10,000 Bitcoin, accumulated 83,105 Bitcoin in the past 30 days, suggesting that “it may be a matter of time” before Bitcoin's all-time high is taken out. Along with Bitcoin, analysts are also gradually turning positive on altcoins. A host of factors, such as falling Bitcoin and USDT dominance and a rally in select altcoins, suggest that an altcoin season may be around the corner. Crypto market data daily view. Source: Co…
    These five crypto figures vanished, died or fooled us all
    Zerebro developer Jeffy Yu has been found alive at his parents’ home in San Francisco, days after faking his suicide on a livestream that launched a supposed posthumous memecoin past $100 million. Yu’s case isn’t the first time crypto has blurred the line between real death, faked death and something in between.  From missing founders to sealed caskets, the industry has a long history of exits that left behind more questions than closure. Here are five unsettling cases — real, staged or unresolved — that continue to haunt the crypto world. 1. Jeffy Yu faked his death, then his crypto pumped A clip of Yu broadcasting his “suicide” circulated on May 4. The video showed him smoking a cigarette before pulling the trigger, then the camera dropped. Hours later, a scheduled social media post anno…
    These five crypto figures vanished, died or fooled us all
    Zerebro developer Jeffy Yu has been found alive at his parents’ home in San Francisco, days after faking his suicide on a livestream that launched a supposed posthumous memecoin past $100 million. Yu’s case isn’t the first time crypto has blurred the line between real death, faked death and something in between.  From missing founders to sealed caskets, the industry has a long history of exits that left behind more questions than closure. Here are five unsettling cases — real, staged or unresolved — that continue to haunt the crypto world. 1. Jeffy Yu faked his death, then his crypto pumped A clip of Yu broadcasting his “suicide” circulated on May 4. The video showed him smoking a cigarette before pulling the trigger, then the camera dropped. Hours later, a scheduled social media post anno…
    Bitcoin bulls aim for new all-time highs by next week as capital inflows soar
    Key Takeaways: Bitcoin’s realized cap has grown by $30 billion since April 20, reflecting steady investor confidence and new capital inflows. A Bitcoin price consolidation pattern forecasts a potential 10% breakout by next week. Bitcoin (BTC) continues to show strong bullish momentum as fresh capital inflows signal potential new price highs in the coming week. In an X post, Glassnode reported that Bitcoin’s Realized Cap, which measures the total value of BTC based on the price at which each coin last moved, grew by $30 billion since April 20, growing at a 3% monthly rate in May. The current realized cap is $900 billion. Bitcoin Realize cap. Source: Glassnode Though slower than the 8% spike in late 2024 when BTC hit $93,000, this growth reflects steady investor confidence and new capita…
    Bitcoin bulls aim for new all-time highs by next week as capital inflows soar
    Key Takeaways: Bitcoin’s realized cap has grown by $30 billion since April 20, reflecting steady investor confidence and new capital inflows. A Bitcoin price consolidation pattern forecasts a potential 10% breakout by next week. Bitcoin (BTC) continues to show strong bullish momentum as fresh capital inflows signal potential new price highs in the coming week. In an X post, Glassnode reported that Bitcoin’s Realized Cap, which measures the total value of BTC based on the price at which each coin last moved, grew by $30 billion since April 20, growing at a 3% monthly rate in May. The current realized cap is $900 billion. Bitcoin Realize cap. Source: Glassnode Though slower than the 8% spike in late 2024 when BTC hit $93,000, this growth reflects steady investor confidence and new capita…
    Canada 'got it wrong' labeling stablecoins securities — NDAX exec
    Tanim Rasul, chief operating officer at Canadian crypto exchange NDAX, said Canada “got it wrong” categorizing stablecoins as securities in 2022, and the country needs to realize that every other regulatory regime is looking at stablecoins as payment instruments. Rasul made the remarks during a panel on May 13 at the Blockchain Futurist Conference in Toronto, pointing to Europe's crypto regulatory framework as a model for Canada to consider: “I’m sure the regulators are wondering if this was the right choice to approach stablecoins as a security. […] I would just say, look at MiCA, look at the way they’re approaching stablecoins. It’s a payment instrument. It should be regulated as such.” The Canadian Securities Administrators (CSA) classified stablecoins as “securities and/or derivatives”…
    Canada 'got it wrong' labeling stablecoins securities — NDAX exec
    Tanim Rasul, chief operating officer at Canadian crypto exchange NDAX, said Canada “got it wrong” categorizing stablecoins as securities in 2022, and the country needs to realize that every other regulatory regime is looking at stablecoins as payment instruments. Rasul made the remarks during a panel on May 13 at the Blockchain Futurist Conference in Toronto, pointing to Europe's crypto regulatory framework as a model for Canada to consider: “I’m sure the regulators are wondering if this was the right choice to approach stablecoins as a security. […] I would just say, look at MiCA, look at the way they’re approaching stablecoins. It’s a payment instrument. It should be regulated as such.” The Canadian Securities Administrators (CSA) classified stablecoins as “securities and/or derivatives”…
    How high can XRP price go?
    Key takeaways: XRP has surged 65% in a month, with technicals pointing to another 45% rally. Liquidation heatmap shows $2.68 as key resistance; a breakout could drive price toward $2.87 Symmetrical triangle patterns suggest long-term targets of $5.24 and even $17, based on Fibonacci projections. XRP (XRP) has surged 65% in a month, rebounding from a $1.61 low to $2.65 by May 14, driven by whale accumulation and easing US-China trade tensions. XRP/USD daily price chart. Source: TradingView How high can XRP’s price go from here? Let’s examine. XRP rising wedge hints at 45% rally next XRP has broken out of a multimonth falling wedge pattern, aiming for a potential upside target near $3.69 by June, up around 45% from the current price levels. XRP/USD three-day price chart. Source: Tradin…
    How high can XRP price go?
    Key takeaways: XRP has surged 65% in a month, with technicals pointing to another 45% rally. Liquidation heatmap shows $2.68 as key resistance; a breakout could drive price toward $2.87 Symmetrical triangle patterns suggest long-term targets of $5.24 and even $17, based on Fibonacci projections. XRP (XRP) has surged 65% in a month, rebounding from a $1.61 low to $2.65 by May 14, driven by whale accumulation and easing US-China trade tensions. XRP/USD daily price chart. Source: TradingView How high can XRP’s price go from here? Let’s examine. XRP rising wedge hints at 45% rally next XRP has broken out of a multimonth falling wedge pattern, aiming for a potential upside target near $3.69 by June, up around 45% from the current price levels. XRP/USD three-day price chart. Source: Tradin…
    Bitcoin breakout to $120K on radar as markets forget Fed July rate cut
    Key points: Bitcoin continues to range around $103,000 as bulls struggle to keep upside momentum going. Traders favor short-term BTC price gains eventually returning, while overall faith in the bull market varies. Fed rate cuts seem increasingly far off despite encouraging inflation data. Bitcoin (BTC) hugged familiar territory around the May 14 Wall Street open as traders awaited fresh US macro cues. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Trader: BTC needs $108,000 reclaim for breakout Data from Cointelegraph Markets Pro and TradingView showed $103,000 remaining a BTC price magnet. Bulls had managed another trip to $105,000 the day prior, with momentum nonetheless lacking after brisk gains throughout the first half of the month. Now, traders eyed consolidation prior …
    Bitcoin breakout to $120K on radar as markets forget Fed July rate cut
    Key points: Bitcoin continues to range around $103,000 as bulls struggle to keep upside momentum going. Traders favor short-term BTC price gains eventually returning, while overall faith in the bull market varies. Fed rate cuts seem increasingly far off despite encouraging inflation data. Bitcoin (BTC) hugged familiar territory around the May 14 Wall Street open as traders awaited fresh US macro cues. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Trader: BTC needs $108,000 reclaim for breakout Data from Cointelegraph Markets Pro and TradingView showed $103,000 remaining a BTC price magnet. Bulls had managed another trip to $105,000 the day prior, with momentum nonetheless lacking after brisk gains throughout the first half of the month. Now, traders eyed consolidation prior …
    CFTC commissioner will step down to become Blockchain Association CEO
    Update (May 14 at 6:58 pm UTC): This article has been updated to include comments from the Blockchain Association. Summer Mersinger, one of four commissioners currently serving at the US financial regulatory body Commodity Futures Trading Commission (CFTC), will become the next CEO of the digital asset advocacy group the Blockchain Association (BA).  In a May 14 notice, the Blockchain Association said its current CEO, Kristin Smith, would step down for Mersinger on May 16, allowing an interim head of the group to work until the CFTC commissioner assumes the role on June 2. Though her term at the CFTC was expected to last until April 2028, the BA said Mersinger is set to leave the agency on May 30. The departure of Mersinger, who has served in one of the CFTC’s Republican seats since 2022, …
    CFTC Commissioner will step down to become Blockchain Association CEO
    Summer Mersinger, one of four commissioners currently serving at the US financial regulatory body Commodity Futures Trading Commission (CFTC), will become the next CEO of the digital asset advocacy group the Blockchain Association (BA).  In a May 14 notice, the Blockchain Association said its current CEO, Kristin Smith, would be stepping down for Mersinger on May 16, allowing an interim head of the group to work until the CFTC commissioner assumes the role on June 2. Though her term at the CFTC was expected to last until April 2028, the Association said Mersinger is set to leave the agency on May 30. The departure of Mersinger, who has served in one of the CFTC’s Republican seats since 2022, opens the way for President Donald Trump to nominate another member to the financial regulator. Rules require that no more than three commissioners belong to the same political party.  Like the Securities and Exchange Commission, the CFTC is one of the significant US financial regulators whose policies impact digital assets. Lawmakers in Congress are currently working to pass a market structure bill to clarify the roles each agency could take in overseeing and regulating crypto. This is a developing story, and further information will be added as it becomes available.
    The facet of TradFi most ripe for disruption is equities
    Opinion by: Mike Cahill, co-founder and CEO of Douro Labs Despite the institutional frenzy around crypto and the ubiquitous narrative of democratized access to investing, most of the world population is still barred from traditional wealth-building.  Take the US, for example — here, the top 10% of earners own more than 90% of all stocks. On a global scale, it gets even worse: Billions of individuals don’t have the financial literacy, digital tools or minimum funds required to even access the most basic investment opportunities.  Traditional institutions must do more than just invest in crypto to ameliorate this disparity — they must start employing digital assets for new use cases altogether.  The facet of TradFi that is most ripe for disruption is equities. Investing in shares of private …
    The facet of TradFi most ripe for disruption is equities
    Opinion by: Mike Cahill, co-founder and CEO of Douro Labs Despite the institutional frenzy around crypto and the ubiquitous narrative of democratized access to investing, most of the world population is still barred from traditional wealth-building.  Take the US, for example — here, the top 10% of earners own more than 90% of all stocks. On a global scale, it gets even worse: Billions of individuals don’t have the financial literacy, digital tools or minimum funds required to even access the most basic investment opportunities.  Traditional institutions must do more than just invest in crypto to ameliorate this disparity — they must start employing digital assets for new use cases altogether.  The facet of TradFi that is most ripe for disruption is equities. Investing in shares of private …
    French minister to meet crypto firms after kidnapping attempt
    The French interior minister reportedly plans to meet cryptocurrency professionals in the aftermath of a violent kidnapping attempt on the family of a crypto exchange executive in Paris. According to a May 14 France24 report, Interior Minister Bruno Retailleau has invited crypto professionals to meet him after a brazen attempt to kidnap the daughter and grandson of Pierre Noizat, the co-founder and CEO of French crypto exchange Paymium. ”I will assemble businesspeople working in cryptocurrencies, and we have a few of those in France, at the interior ministry to work with them on their security,” Retailleau reportedly told the Europe 1/CNews broadcaster. On May 13, three masked men attacked Noizat’s daughter while she was walking in Paris’ 11th district with a man and her son. The attackers…
    French minister to meet crypto firms after kidnapping attempt
    The French interior minister reportedly plans to meet cryptocurrency professionals in the aftermath of a violent kidnapping attempt on the family of a crypto exchange executive in Paris. According to a May 14 France24 report, Interior Minister Bruno Retailleau has invited crypto professionals to meet him after a brazen attempt to kidnap the daughter and grandson of Pierre Noizat, the co-founder and CEO of French crypto exchange Paymium. ”I will assemble businesspeople working in cryptocurrencies, and we have a few of those in France, at the interior ministry to work with them on their security,” Retailleau reportedly told the Europe 1/CNews broadcaster. On May 13, three masked men attacked Noizat’s daughter while she was walking in Paris’ 11th district with a man and her son. The attackers…
    Ethereum retakes 10% market share, but ETH bulls shouldn't celebrate yet
    Key takeaways: Ethereum’s market dominance has hit overbought RSI levels not seen since May 2021, historically followed by major pullbacks. ETH/USD is showing a bearish divergence on the four-hour chart, hinting at a potential 10–15% price correction. Despite the near-term risks, some analysts view a pullback as a “buy-the-dip” setup before a possible move toward $3,500–$3,800. Ether (ETH) has surged over 50% month-to-date in May, vastly outperforming the broader crypto market’s 15.25% gain. The rally has pushed Ethereum’s market dominance (ETH.D) toward the critical 10% threshold for the first time since March. But the rising dominance accompanies signs of overheating, indicating that Ethereum bulls should not celebrate the rally just yet. Ether’s RSI most overextended since May 2021 …
    Ethereum retakes 10% market share, but ETH bulls shouldn't celebrate yet
    Key takeaways: Ethereum’s market dominance has hit overbought RSI levels not seen since May 2021, historically followed by major pullbacks. ETH/USD is showing a bearish divergence on the four-hour chart, hinting at a potential 10–15% price correction. Despite the near-term risks, some analysts view a pullback as a “buy-the-dip” setup before a possible move toward $3,500–$3,800. Ether (ETH) has surged over 50% month-to-date in May, vastly outperforming the broader crypto market’s 15.25% gain. The rally has pushed Ethereum’s market dominance (ETH.D) toward the critical 10% threshold for the first time since March. But the rising dominance accompanies signs of overheating, indicating that Ethereum bulls should not celebrate the rally just yet. Ether’s RSI most overextended since May 2021 …
    Top South Korean presidential hopefuls support legalizing Bitcoin ETFs
    South Korea could soon follow Hong Kong in legalizing spot Bitcoin exchange-traded funds (ETFs), as the country’s top presidential candidates have expressed pro-crypto positions. Still, some industry observers remain cautious about the likelihood of near-term regulatory change. “All three major South Korean presidential candidates support #Bitcoin ETFs and institutional investment,” Ki Young Ju, the founder and CEO of onchain data platform CryptoQuant, wrote in a May 14 X post. Currently, Bitcoin ETFs and institutional crypto investments are banned in South Korea, meaning that “100% [of the] volume comes from retail,” Ju added. From left: Democratic Party of Korea presidential candidate Lee Jae-myung, People Power Party presidential candidate Kim Moon-soo and New Reform Party presidentia…
    Top South Korean presidential hopefuls support legalizing Bitcoin ETFs
    South Korea could soon follow Hong Kong in legalizing spot Bitcoin exchange-traded funds (ETFs), as the country’s top presidential candidates have expressed pro-crypto positions. Still, some industry observers remain cautious about the likelihood of near-term regulatory change. “All three major South Korean presidential candidates support #Bitcoin ETFs and institutional investment,” Ki Young Ju, the founder and CEO of onchain data platform CryptoQuant, wrote in a May 14 X post. Currently, Bitcoin ETFs and institutional crypto investments are banned in South Korea, meaning that “100% [of the] volume comes from retail,” Ju added. From left: Democratic Party of Korea presidential candidate Lee Jae-myung, People Power Party presidential candidate Kim Moon-soo and New Reform Party presidentia…
    Decentralized OORT AI data hits top ranks on Google Kaggle
    An artificial intelligence training image data set developed by decentralized AI solution provider OORT has seen considerable success on Google’s platform Kaggle. OORT’s Diverse Tools Kaggle data set listing was released in early April; since then, it has climbed to the first page in multiple categories. Kaggle is a Google-owned online platform for data science and machine learning competitions, learning and collaboration. Ramkumar Subramaniam, core contributor at crypto AI project OpenLedger, told Cointelegraph that “a front-page Kaggle ranking is a strong social signal, indicating that the data set is engaging the right communities of data scientists, machine learning engineers and practitioners.“ Max Li, founder and CEO of OORT, told Cointelegraph that the firm “observed promising enga…
    Decentralized OORT AI data hits top ranks on Google Kaggle
    An artificial intelligence training image data set developed by decentralized AI solution provider OORT saw considerable success on Google’s platform Kaggle. OORT’s Diverse Tools Kaggle data set listing was released in early April; since then, it has climbed to the first page in multiple categories. Kaggle is a Google-owned online platform for data science and machine learning competitions, learning and collaboration. Ramkumar Subramaniam, core contributor at crypto AI project OpenLedger, told Cointelegraph that “a front-page Kaggle ranking is a strong social signal, indicating that the data set is engaging the right communities of data scientists, machine learning engineers and practitioners.“ Max Li, founder and CEO of OORT, told Cointelegraph that the firm “observed promising engagemen…
    Bitcoin more of a ‘diversifier’ than safe-haven asset: Report
    Bitcoin’s fluctuating correlation with US equities is raising questions about its role as a global safe-haven asset during periods of financial stress. Bitcoin (BTC) exhibited a strong negative correlation with the US stock market when analyzing the short-term, seven-day trailing correlation, according to new research from blockchain data provider RedStone Oracles, shared exclusively with Cointelegraph. Bitcoin, S&P 500, 7-day rolling correlation. Source: Redstone Oracles However, RedStone said that the 30-day indicator signals a “variable correlation” between Bitcoin price and the S&P 500 index, with the correlation coefficient ranging from -0.2 to 0.4. This fluctuating correlation suggests that Bitcoin “doesn’t consistently function as a true hedge for equities” due to its lack of a stro…
    Bitcoin more of a ‘diversifier’ than safe-haven asset: Report
    Bitcoin’s fluctuating correlation with US equities is raising questions about its role as a global safe-haven asset during periods of financial stress. Bitcoin (BTC) exhibited a strong negative correlation with the US stock market when analyzing the short-term, seven-day trailing correlation, according to new research from blockchain data provider RedStone Oracles, shared exclusively with Cointelegraph. Bitcoin, S&P 500, 7-day rolling correlation. Source: Redstone Oracles However, RedStone said that the 30-day indicator signals a “variable correlation” between Bitcoin price and the S&P 500 index, with the correlation coefficient ranging from -0.2 to 0.4. This fluctuating correlation suggests that Bitcoin “doesn’t consistently function as a true hedge for equities” due to its lack of a stro…
    How to spot a fake crypto investment platform: 10 red flags
    Key takeaways Fake crypto investment platforms give themselves away in a few obvious ways. Many use fake reviews, incorrect contact information and unrealistic promises to lure you in. The best approach is a healthy dose of skepticism. Watching for these red flags will keep you safe while investing. The burgeoning cryptocurrency market, with its lack of centralized authority and a constant flow of inexperienced users, makes digital assets a prime target for scammers. Fake crypto investment platforms are a common scam method, masquerading as useful services for crypto traders. Before signing up for any crypto investment platform, it’s essential to learn the telltale signs of a scam.  This article will detail what to watch out for and how to verify if a crypto investment platform is legi…
    How to spot a fake crypto investment platform: 10 red flags
    Key takeaways Fake crypto investment platforms give themselves away in a few obvious ways. Many use fake reviews, incorrect contact information and unrealistic promises to lure you in. The best approach is a healthy dose of skepticism. Watching for these red flags will keep you safe while investing. The burgeoning cryptocurrency market, with its lack of centralized authority and a constant flow of inexperienced users, makes digital assets a prime target for scammers. Fake crypto investment platforms are a common scam method, masquerading as useful services for crypto traders. Before signing up for any crypto investment platform, it’s essential to learn the telltale signs of a scam.  This article will detail what to watch out for and how to verify if a crypto investment platform is legi…
    Strategy will beat all public equities with Bitcoin, analyst says
    Michael Saylor’s Strategy, the world’s largest corporate holder of Bitcoin, may become the top publicly traded equity one day, according to a Strategy analyst. Strategy will be the “number one publicly traded equity in the entire market” because of its future financial strength enabled with Bitcoin (BTC), Strategy analyst Jeff Walton predicted in the new Financial Times documentary, Michael Saylor’s $40 billion Bitcoin bet. The company currently holds about 568,840 Bitcoin, worth roughly $59 billion, and Walton said that advantage could push it past all other publicly listed firms in the future. “Strategy holds more of the best assets and the most pristine collateral on the entire planet than any other company, by multiples,” Walton said. Strategy raised $12 billion in 50 days The analys…
    Strategy will beat all public equities with Bitcoin, analyst says
    Michael Saylor’s Strategy, one of the world’s largest corporate holders of Bitcoin, could become the top publicly traded equity one day, according to a Strategy analyst. Strategy will be the “number one publicly traded equity in the entire market” because of its future financial strength enabled with Bitcoin (BTC), Strategy analyst Jeff Walton predicted in the new Financial Times documentary, Michael Saylor’s $40 billion Bitcoin bet. The company currently holds about 568,840 Bitcoin, worth roughly $59 billion, and Walton believes that advantage could push it past all other publicly listed firms in the future. “Strategy holds more of the best assets and the most pristine collateral on the entire planet than any other company, by multiples,” Walton said. Strategy raised $12 billion in 50 d…
    Kazakhstan to become ‘Central Asia’s crypto hub’ with reforms: Minister
    Kazakhstan has the potential to become a leading crypto hub in Central Asia if regulatory restrictions are eased, according to Kanysh Tuleushin, the country’s first vice minister of digital development, innovation and aerospace industry. In a recent op-ed for the Kazakhstanskaya Pravda newspaper, Tuleushin said digital mining and smart policy shifts could position Kazakhstan as a regional leader in blockchain innovation. “If all restrictions were lifted and digital asset trading was allowed across Kazakhstan, the impact could be significant,” he wrote.   “Kazakhstan might become Central Asia’s crypto hub,” Tuleushin added, suggesting that broader legalization and taxation could add hundreds of billions of the country’s tenge currency to the national budget. He called for nationwide crypto …
    Kazakhstan to become ‘Central Asia’s crypto hub’ with reforms: Minister
    Kazakhstan has the potential to become a leading crypto hub in Central Asia if regulatory restrictions are eased, according to Kanysh Tuleushin, the country’s first vice minister of digital development, innovation and aerospace industry. In a recent op-ed for the Kazakhstanskaya Pravda newspaper, Tuleushin said digital mining and smart policy shifts could position Kazakhstan as a regional leader in blockchain innovation. “If all restrictions were lifted and digital asset trading was allowed across Kazakhstan, the impact could be significant,” he wrote.   “Kazakhstan might become Central Asia’s crypto hub,” Tuleushin added, suggesting that broader legalization and taxation could add hundreds of billions of the country’s tenge currency to the national budget. He called for nationwide crypto …
    SEC delays Solana ETF as decisions for Polkadot, XRP loom
    The US Securities and Exchange Commission (SEC) has pushed back its decision on a proposed spot Solana exchange-traded fund (ETF), with the cryptocurrency industry now looking to the deadlines for the Polkadot and XRP-based ETFs in June. The SEC pushed its decision on listing Grayscale’s spot Solana (SOL) Trust ETF on the New York Stock Exchange (NYSE) to October 2025, according to a May 13 filing by the securities regulator. Delay on Grayscale’s Solana ETF. Source: SEC The decision came the week after the SEC delayed its ruling on Canary Capital’s Litecoin (LTC) ETF, Bloomberg Intelligence analyst James Seyffart wrote in a May 5 X post. Source: James Seyffart Spot ETFs are viewed as key drivers of liquidity and institutional adoption for digital assets. For Bitcoin (BTC), the US spot Bitc…
    SEC delays Solana ETF as decisions for Polkadot, XRP loom
    The US Securities and Exchange Commission (SEC) has pushed back its decision on a proposed spot Solana exchange-traded fund (ETF), with the cryptocurrency industry now looking to the deadlines for the Polkadot and XRP-based ETFs in June. The SEC pushed its decision on listing Grayscale’s spot Solana (SOL) Trust ETF on the New York Stock Exchange (NYSE) to October 2025, according to a May 13 filing by the securities regulator. Delay on Grayscale’s Solana ETF. Source: SEC The decision came the week after the SEC delayed its ruling on Canary Capital’s Litecoin (LTC) ETF, Bloomberg Intelligence analyst James Seyffart wrote in a May 5 X post. Source: James Seyffart Spot ETFs are viewed as key drivers of liquidity and institutional adoption for digital assets. For Bitcoin (BTC), the US spot Bitc…
    Asia’s wealthy shifting from US dollar to crypto, gold, China: UBS
    High-net-worth clients across Asia are gradually pivoting away from US dollar-based investments, favoring gold, cryptocurrencies and Chinese assets instead, according to financial services giant UBS Group. “Gold is getting very popular,” Amy Lo, the Swiss bank’s co-head of wealth management for Asia, said during Bloomberg’s New Voices event held in Hong Kong on May 13. She cited rising geopolitical uncertainty and persistent market volatility as primary factors behind the shift. Investors, traditionally concentrated in US-centric assets, are now seeking broader exposure across alternative asset classes, including crypto, commodities and other currencies. Lo said “volatility is definitely here to stay,” prompting clients to rebalance toward perceived safe havens and growth opportunities in …
    Asia’s wealthy shifting from US dollar to crypto, gold, China: UBS
    High-net-worth clients across Asia are gradually pivoting away from US dollar-based investments, favoring gold, cryptocurrencies and Chinese assets instead, according to financial services giant UBS Group. “Gold is getting very popular,” Amy Lo, the Swiss bank’s co-head of wealth management for Asia, said during Bloomberg’s New Voices event held in Hong Kong on May 13. She cited rising geopolitical uncertainty and persistent market volatility as primary factors behind the shift. Investors, traditionally concentrated in US-centric assets, are now seeking broader exposure across alternative asset classes, including crypto, commodities and other currencies. Lo said “volatility is definitely here to stay,” prompting clients to rebalance toward perceived safe havens and growth opportunities in …
    Bitcoin miners halt sales as BTC gains 20% since hash ribbon ‘buy’ signal
    Key points: Bitcoin miners have stopped selling their BTC in what may signal the end of a lengthy distribution streak. Over the past month, miner wallet balances have increased by around 2,700 BTC. Hash Ribbons data shows good times continuing for both miners and BTC price strength. Bitcoin (BTC) accumulation by miners is back as network participants swap selling for hodling at $75,000 lows. Data from onchain analytics firm Glassnode shows that miners are now actively adding to their BTC reserves. Bitcoin miners buck months of selling Bitcoin hitting multimonth lows in April sparked a sea change in miner behavior, with a lengthy selling streak reversing into significant accumulation. Glassnode shows that shortly after BTC/USD bottomed just below $75,000, the balance in miner wallets it…
    Bitcoin miners halt sales as BTC gains 20% since hash ribbon 'buy' signal
    Key points: Bitcoin miners have stopped selling their BTC in what may signal the end of a lengthy distribution streak. Over the past month, miner wallet balances have increased by around 2,700 BTC. Hash Ribbons data shows good times continuing for both miners and BTC price strength. Bitcoin (BTC) accumulation by miners is back as network participants swap selling for hodling at $75,000 lows. Data from onchain analytics firm Glassnode shows that miners are now actively adding to their BTC reserves. Bitcoin miners buck months of selling Bitcoin hitting multimonth lows in April sparked a sea change in miner behavior, with a lengthy selling streak reversing into significant accumulation. Glassnode shows that shortly after BTC/USD bottomed just below $75,000, the balance in miner wallets i…
    Standard Chartered scales institutional crypto banking with FalconX
    Global bank Standard Chartered has beefed up its banking support to the cryptocurrency industry by inking a new partnership with the crypto prime broker FalconX. Standard Chartered will provide a comprehensive suite of banking services to FalconX’s global institutional clients following the strategic partnership announced on May 14. As part of the collaboration, FalconX will initially integrate Standard Chartered’s banking infrastructure and access to a range of diverse currency pairs for its institutional clients. The partnership ultimately aims to include a broader range of offerings and mutual opportunities, the announcement noted. Crypto support beyond banking The partnership is expected to “expand beyond banking” into additional products and services designed to meet evolving crypto d…
    Ex-SEC Chair Gary Gensler privately supported crypto — McHenry
    Former US Securities and Exchange Commission (SEC) Chair Gary Gensler may not have been as hostile to crypto behind closed doors as he appeared to be in public, according to former US Representative Patrick McHenry. In a May 13 appearance on the Crypto in America podcast, McHenry revealed that during private meetings with Gensler, the former regulator expressed a far more nuanced view of digital assets. “Did he come across, or was he as anti-crypto in private as he did in public?” McHenry was asked. His response: “No… Nope.” McHenry noted that Gensler “saw the value of digital assets” and acknowledged the potential of blockchain technology during his time at the Massachusetts Institute of Technology. Gerald Gallagher, general counsel at Sei Labs, also noted that Gensler played a role in de…
    The Q-Day Prize challenge, explained: Can quantum computers really break Bitcoin?
    What is the Q-Day prize? The Q-Day Prize is a challenge to make the Bitcoin network quantum resistant. On April 16, 2025, quantum computing-focused company Project 11 announced the “Q-Day Prize,” a competition to break a “toy version” of Bitcoin’s cryptography with a quantum computer. Contestants must complete the Q-Day Prize challenge by April 5, 2026. Their reward? 1 Bitcoin (BTC). The “Q” in Q-Day refers to quantum computing, the potential threat to many existing cryptographic security measures.  But can quantum computers break Bitcoin? Let’s find out. Quantum computing and the threat to Bitcoin Bitcoin utilizes the SHA-256 hashing algorithm, a National Security Agency (NSA)-developed encryption algorithm. SHA-256 prevents brute force attacks a…
    Kima joins Mastercard sandbox to enable stablecoin card top-ups
    Decentralized settlement protocol Kima has integrated into Mastercard’s sandbox program, enabling stablecoin-powered top-ups for prepaid cards directly from self-custody wallets. According to an announcement shared with Cointelegraph, Mastercard partners can now rely on Kima’s settlement infrastructure to enable their prepaid cards to be topped up with stablecoins, including USDC (USDC) and Tether’s USDt (USDT), from self-custody wallets across more than 10 blockchains. Kima CEO Eitan Katz said the integration shows that stablecoins can be practical for everyday use, removing friction and intermediaries from crypto-to-fiat conversions while expanding crypto usability. “Our goal at Kima is to eliminate barriers between digital assets and traditional finance,” Katz said. Related: Mastercard…
    Alarm bells ring in US over OpenAI’s crypto project World
    World Network, the digital identity and crypto project of Sam Altman’s OpenAI, has alarmed privacy activists ahead of its United States launch, with observers concerned over its data collection and protection practices. World “is the opposite of privacy. It’s a trap,” said Nick Almond, CEO of FactoryDAO, on X. While the project claims to protect user privacy in the age of proliferating AI, it’s faced a slew of regulatory concerns across the globe. Formerly known as “Worldcoin,” the iris-scanning technology and its crypto token payout scheme are being probed by authorities in India, South Korea, Italy, Colombia, Argentina, Portugal, Kenya and Indonesia. In Spain, Hong Kong and Brazil, it’s outright banned. World’s latest foray into the US could prove to be CEO Sam Altman’s biggest challenge…
    Crypto VC deals drop in Q1, but funding more than doubles: PitchBook
    Crypto venture capital deals in the first quarter of 2025 saw deal values jump even as the number of deals sank from the same quarter a year ago, says PitchBook. The venture research firm said in its May 14 Crypto VC Trends report for Q1 that 405 deals were made in the quarter, down 39.5% from the 670 deals made in Q1 2024, but slightly up from the 372 made in Q4 last year. However, the total value of deals in Q1 more than doubled from a year ago, jumping to $6 billion compared to $2.6 billion in the first quarter of 2024 and doubling from $3 billion in Q4 2024. PitchBook's senior crypto research analyst Robert Le said that despite macroeconomic turmoil over the quarter, “capital continued to seek crypto’s core utility rails.” VCs poured nearly $2.55 billion across 16 deals into businesses…
    Crypto swapper eXch shows signs of life after post-Bybit shutdown
    Once a go-to swapper for hackers and drainers, eXch was shut down by German police in April — but continued activity suggests the story isn’t over. Without Know Your Customer (KYC) checks, eXch wasn’t your typical crypto exchange. It acted more like an instant swapper, allowing bad actors and cybercriminals to fly under the radar for years. Among its clients was the Lazarus Group. The North Korean state-backed hacking unit thrust eXch into the spotlight back in February, when it used the platform to funnel some of the $1.4 billion it stole from Bybit. When Bybit traced its stolen funds to eXch, it requested assistance — but the platform refused. This led to a fierce discussion over privacy versus security, but ultimately, eXch announced it would close its doors on April 17; on April 30, Ge…
    Ex-Cred execs plead guilty to wire fraud over $150M crypto collapse
    Two former executives of the bankrupt crypto lending service Cred have pleaded guilty to wire fraud connected to the company’s collapse. Former Cred CEO Daniel Schatt and chief financial officer Joseph Podulka admitted to wire fraud as part of a plea deal with prosecutors, according to a May 13 text filing in a California District Court. District Judge William Alsup accepted the plea deals and set a sentencing hearing for Aug. 26. Wire fraud can carry up to 20 years in prison and $250,000 in fines for individuals and $500,00 for businesses. After accepting the defendant's guilty plea, Judge William Alsup set a sentencing hearing for August. Source: PACER Law360 reported that as part of the plea agreement, Schatt and Podulka admitted to selectively presenting positive “information [while] f…
    Semler Scientific sees after-hours stock slump as Q1 revenue plunges
    Bitcoin-buying medical device firm Semler Scientific has seen its share price drop after the bell as its first-quarter revenues fell and losses deepened from the year-ago quarter. In its Q1 earnings report released May 13, Semler reported its total revenues fell 44% from the year-ago quarter to $8.8 million, with its net losses hitting $64.7 million compared to a net income of $6.1 million in the first quarter of 2024. Shares in Semler Scientific (SMLR) closed the May 13 trading session up over 5% but fell 1.91% to $36 after the bell with its earnings announcement, according to Google Finance. Semler’s stock is down over 32% so far this year. Semler fell nearly 2% after announcing its Q1 results on May 13. Source: Google Finance The company said it purchased 894 Bitcoin (BTC) over Q1 and h…
    Synthetix makes $27M bid to re-acquire crypto options platform Derive
    Decentralized finance platform Synthetix is planning to venture further into crypto derivatives with plans to re-acquire the crypto options platform Derive. Synthetix said in a May 14 blog post that it plans to acquire Derive in a token exchange deal, pricing 1 SNX token to 27 DRV tokens, which would value Derive at around $27 million.  The transaction is subject to approval from both the Synthetix and Derive communities, which will take a vote on the proposal, called SIP-415, next week. If approved, the acquisition will combine Derive’s front-end and real-world asset (RWA) expertise with Synthetix’s derivatives infrastructure. Derive originally launched as Lyra in 2021, having spun out from the Synthetix ecosystem. Synthetix said the acquisition is part of a broader strategy that includes…
    Thailand to tokenize $150M government bonds for retail investors: Report
    Thailand’s Ministry of Finance reportedly plans to issue $150 million worth of digital investment tokens, allowing retail investors to buy government bonds. The Bangkok Post reported on May 13 that Finance Minister Pichai Chunhavajira announced the initiative at a briefing after the cabinet endorsed the plan. He added that the tokens will be launched within the next two months. The so-called “G-tokens” will be used to raise funds from the public under the current budget borrowing plan, said Patchara Anuntasilpa, director-general of the Public Debt Management Office. He added that these were not debt instruments. “One big selling point of the token is that it allows more retail investors to become part of the digital economy,” he said, adding that for as little as $3, “they can invest in go…
    eToro prices IPO above range at $52 a share to raise $620M
    Crypto and stock trading platform eToro has boosted the size of its initial public offering to $620 million by pricing its shares above its previously suggested range. The platform and its backers sold over 11.92 million shares for $52 each, which are slated to start trading on the Nasdaq Global Select Market on May 14 under the ticker symbol ETOR, eToro said in a May 13 press release. Initially, the firm aimed to raise $500 million by offering 10 million shares priced between $46 to $50 each. The share offering will remain open until at least May 15 and consists of more than 5.9 million shares sold by eToro and 5.9 million shares sold by specific existing shareholders. The Israel-based eToro will go public as a rival to Robinhood Markets Inc. (HOOD), which went public in July 2021 and who…
    Illicit $8B crypto market Xinbi incorporated in Colorado: Elliptic
    A Colorado-incorporated firm has been linked to a Chinese illicit marketplace that has served scammers in Southeast Asia and has been used to channel billions of dollars worth of crypto. The marketplace, called Xinbi Guarantee, has received $8.4 billion, primarily in Tether (USDT) stablecoin transactions to date, blockchain security firm Elliptic reported on May 13.  Merchants on the Chinese-language, Telegram-based illicit marketplace sell technology, personal data, and money laundering services to Southeast Asian scammers who target victims using pig butchering scams.  On its website, Xinbi describes itself as an “investment and capital guarantee group company” and claims to operate through Xinbi Co. Ltd, a Colorado-incorporated company incorporated in 2022.  Screenshots showing Xinbi Co…
    Crypto exchange CEO’s daughter fights off brazen kidnappers in Paris
    Disclaimer: This article contains a video that may be disturbing for some readers. A brazen attempt to kidnap the daughter and grandson of Pierre Noizat, the co-founder and CEO of French crypto exchange Paymium, was foiled after the daughter and passersby reportedly fought off the kidnappers. Three masked men attacked Noizat’s daughter and a male partner on May 13 while she was walking with her son in Paris’ 11th district. The assailants tried to force Noizat’s daughter and her son into a waiting van, the French state-owned media outlet France24 reported on May 13. The accompanying male partner was assaulted when he tried to intervene, but Noizat’s daughter resisted and managed to take one of the guns off an assailant in a scuffle and throw it away, police said. En plein Paris, un homme a…
    Tether buys $459M Bitcoin for Twenty One Capital
    Stablecoin issuer Tether bought $458.7 million worth of Bitcoin for Twenty One Capital, a Bitcoin investment firm it backed that’s awaiting the completion of a Special Purpose Acquisition Company (SPAC) merger with Cantor Equity Partners. Tether snapped up 4,812.2 Bitcoin (BTC) at $95,319 each and transferred it to an escrow wallet on May 9, Cantor Equity Partners disclosed in a May 13 filing with the US Securities and Exchange Commission. It brings Twenty One’s total Bitcoin holdings to 36,312 BTC, as Cantor Equity Partners holds 31,500 BTC on behalf of the firm, which will trade under the ticker XXI once the SPAC merger is complete. Twenty One’s CEO, Jack Mallers, said on May 13 that they’re already in the approval process of the merger, but didn’t give an exact estimate on when the tran…
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    Banks Exploring Stablecoin Amid Fears of Losing Market Share, BitGo Executive Says
    BitGo’s stablecoin-as-a-service has drawn significant interest from U.S. and international banks, Ben Reynolds said.  ( 23 min )
    Trump Still on Track to Sign Crypto Legislation by August, White House's Bo Hines Says
    The senior presidential aide also defended the Trump family's crypto ties.  ( 24 min )
    Cantor Fitzgerald Chairman Brandon Lutnick Says He Personally Checked Tether’s Reserves
    The 27-year-old was appointed chairman of Cantor Fitzgerald in February, shortly after his father was named Commerce Secretary by U.S. President Donald Trump.  ( 22 min )
    Anchorage Digital CEO Calls 'Bullshit' on Report of DHS Probe
    “There is no investigation into us, as is unambiguously clear at this point,” Anchorage Digital CEO Nathan McCauley said on Wednesday at Consensus 2025 in Toronto.  ( 22 min )
    World's Iris-Scanning Tech Misunderstood, Data Never Leaves Orb, Advisor Says
    World Foundation Advisor Liam Horne spoke Wednesday at Consensus 2025.  ( 22 min )
    EToro Stock Surges 29% on First Day of Trading
    Shares of the stock and crypto trading platform had priced nicely above their expected offering price.  ( 22 min )
    The Protocol: Lido Avoids Major Hack
    Also: Bitcoin DeFi Blossoms, Fusaka Planning Begins, and Telegram Cracks Down on Crypto Crime Marketplace  ( 27 min )
    Cardano’s Hoskinson Rejects Crypto Tribalism, Reveals Fresh Details on Massive ‘Glacier Drop’
    Hoskinson said being rich lets him ignore VCs and “do [stuff] on principle” like giving away Midnight tokens in a massive multi-chain airdrop to retail users only.  ( 23 min )
    Pantera's Dan Morehead Sees Decades of Bitcoin Upside Ahead
    The CEO and founder of the crypto VC firm advised investing in a wide spectrum of tokens and venture equity.  ( 23 min )
    Trump’s Memecoin, Crypto Stake Make Legislating ‘More Complicated’: Rep. French Hill
    DEK:The congressman said he thinks getting a stablecoin bill and a market structure bill on President Donald Trump’s desk by the August recess is “still doable.”  ( 23 min )
    Top Democrats Demand Treasury Info on Trump’s Crypto Deals, Citing ‘Bribery’ Risks
    The request marks an escalation in Congressional scrutiny on whether the President and his entourage are abusing their positions to benefit their crypto businesses.  ( 23 min )
    '$500K Bitcoin Would Seal It': Scaramucci Says Crypto Is on the Cusp of Becoming an Asset Class
    At Consensus 2025, top asset managers say bitcoin is close to being recognized as a full-fledged asset class — but institutional acceptance still hinges on education, infrastructure, and maturity.  ( 26 min )
    New York Finance Watchdog Harris Says State's BitLicense Is Still a Global Standard
    Adrienne Harris, superintendent of the New York Department of Financial Services, said her state's crypto licensing regime is tough, but effective.  ( 24 min )
    Stablecoins Bring 'Meaningful Innovation for Global Payments,' Ripple Exec Says
    Ripple and Kraken executives said at Consensus 2025 that stablecoin adoption is at a tipping point to become an integral part of the global payment system.  ( 23 min )
    Cardano (ADA) Surges 22% in One Week After Brave Browser Boosts User Exposure
    Cardano's integration with Brave browser exposes it to 86 million potential new users amid institutional accumulation.  ( 23 min )
    Lyft Taps Solana’s Bee Maps for Real-Time, Crowdsourced Mapping Upgrade
    The move underscores the growing role of crowdsourced geospatial intelligence in the transportation industry.  ( 23 min )
    A Pre-Consensus Lift Amidst Lingering Recession Whispers
    Following weeks of turbulence, a shift in sentiment sparked a notable crypto rally coinciding with CoinDesk's Consensus conference in Toronto, creating an atmosphere of optimism and good vibes, says CoinDesk Indices’ Andy Baehr.  ( 29 min )
    Chainproof Combats Ethereum ‘Slashing’ Losses With Guaranteed Yearly Yields
    Slashing, while rare, is a big concern for Ethereum stakers.  ( 24 min )
    Proven Bitcoin Momentum Indicator Flashes Green, Supporting Analyst $140K-$200K Price Predictions
    A positive flip in the indicator has preceded every major rally since 2020.  ( 23 min )
    Thai Government to Issue $150M Worth of Digital Investment Tokens
    The initial 5 billion baht offering is meant to "test the market," Finance Minister Pichai Chunhavajira said Tuesday at a briefing.  ( 22 min )
    Telegram Cracks Down on Suspected $8B Chinese Crypto Crime Marketplace Set Up in Colorado
    Illicit marketplaces are a key part of the growing global cyberscams industry, with Southeast Asia being among the hubs for such activity.  ( 26 min )
    Solana (SOL) Surges 5% on Heavy Volume and Strengthening DeFi Metrics
    Institutional investors appear to be flocking to SOL as DeFi metrics show remarkable growth, creating a strong technical foundation for further gains.  ( 22 min )
    JPMorgan’s Kinexys Connects With Public Blockchain on Ondo Chain Testnet Debut
    The testnet deal links JPMorgan’s Kinexys payments network to Ondo Chain using Chainlink’s cross-chain tech  ( 22 min )
    CFTC Commissioner Mersinger to Be CEO at Blockchain Association
    The Republican commissioner at the U.S. commodities regulator will be jumping into the industry just as major pieces of crypto legislation are brewing.  ( 24 min )
    TRON's TRX Surges 5% as It Overtakes Ethereum in USDT Circulation
    Bullish momentum continues as TRON achieves significant milestone in the stablecoin ecosystem while benefiting from easing global trade tensions.  ( 23 min )
    Coinbase CEO Brian Armstrong Invites Ex-DOGE Staff to Join Crypto Exchange
    The move comes after a former DOGE staffer, Ethan Shaotran, praised the team’s mission and work ethic despite the backlash he faced.  ( 22 min )
    CoinDesk 20 Performance Update: Uniswap (UNI) Drops 6.8% as Index Declines
    Aptos (APT) joined Uniswap (UNI) as an underperformer, falling 4.6% from Tuesday.  ( 20 min )
    Surge in XRP, Dogecoin Futures Bets Signals Speculative Froth
    Rising open interest despite cooling prices suggests traders are leaning into volatility, or overexposing themselves to risk.  ( 24 min )
    Bitcoin Boom Likely as Bond Yields Surge - Yes, You Read That Correctly
    Elevated Treasury yields are driven by factors that are bullish for bitcoin.  ( 27 min )
    Bitcoin May Be Headed Towards a 2021-Like Double Top
    Several on-chain metrics are pointing toward waning momentum as bitcoin attempts to reach its January record just above $109,000.  ( 27 min )
    Crypto Daybook Americas: Altcoins Rally as ‘Complacent’ Bitcoin Points to Renewed Volatility
    Your day-ahead look for May 14, 2025  ( 37 min )
    Standard Chartered Will Provide Banking Services for FalconX to Enhance Cross-Border Settlement
    FalconX is seeking to bridge the gap between traditional finance and crypto through bringing its service up to the level one would find at a TradFi institution  ( 23 min )
    Synthetix Considers Purchase of Options Platform Derive in $27M Token-Swap Deal
    If approved, the uncommon token swap deal would reunite two previously split protocols as Synthetix expands its derivatives suite.  ( 25 min )
    Ether Nears $2.7K, Dogecoin Zooms 9% as Crypto Market Remains Cheery
    Crypto market cap dips slightly, but positive sentiment and inflows persist amid bullish altcoin moves.  ( 26 min )
    Slow Blockchain Governance Leaves Crypto Exposed to Quantum Threats
    Securing a whole chain will take too long, so why not go piece by piece with the largest whales putting their stash in quantum vaults first.  ( 26 min )
    EToro Goes Public At $52 A Share, Far Exceeding Marketed Range
    The company raised about $310 million from the Nasdaq listing.  ( 24 min )
  • Open

    How DNS Works: A Guide to Understanding the Internet's Address Book
    The Domain Name System (DNS) translates domain names (like example.com) into IP addresses (like 192.0.2.1) so we can easily access websites. In this guide, you’ll learn how DNS resolution starts, its step-by-step process, how caching works, and the r...  ( 11 min )
    Load Balancing with Azure Application Gateway and Azure Load Balancer – When to Use Each One
    You’ve probably heard someone mention load balancing when talking about cloud apps. Maybe even names like Azure Load Balancer, Azure Application Gateway, or something about Virtual Machines and Scale Sets. 😵‍💫 It all sounds important...but also a l...  ( 23 min )
    How to Build Slim and Fast Docker Images with Multi-Stage Builds
    Apps don’t stay simple forever. More features mean more dependencies, slower builds, and heavier Docker images. That’s where things start to hurt. Docker helps, but without the right setup, your builds can quickly get bloated. Multi-stage builds make...  ( 6 min )
    Learn Vite for a Better Web Development Workflow
    Speed and simplicity are at the heart of modern web development. As applications grow more complex and the demand for rapid iteration increases, developers are constantly searching for tools that minimize friction and maximize productivity. Tradition...  ( 4 min )
    How Web Services Work – The Unseen Engines of the Connected World
    Have you ever wondered how your weather app instantly knows the forecast, how you can book flights from multiple airlines on one travel site, or how logging into one service can magically log you into another? The answer often lies in a powerful, yet...  ( 8 min )
    Master Kotlin & Android 60-Hour Course
    Do you want to create the next groundbreaking mobile app? Kotlin, a modern and powerful language officially backed by Google, not only makes Android development more efficient and enjoyable but also opens doors to diverse programming opportunities be...  ( 4 min )
  • Open

    Google DeepMind’s new AI uses large language models to crack real-world problems
    Google DeepMind has once again used large language models to discover new solutions to long-standing problems in math and computer science. This time the firm has shown that its approach can not only tackle unsolved theoretical puzzles, but improve a range of important real-world processes as well. Google DeepMind’s new tool, called AlphaEvolve, uses the…  ( 24 min )
    The first US hub for experimental medical treatments is coming
    A bill that allows medical clinics to sell unproven treatments has been passed in Montana.  Under the legislation, doctors can apply for a license to open an experimental treatment clinic and recommend and sell therapies not approved by the Food and Drug Administration (FDA) to their patients. Once it’s signed by the governor, the law…  ( 33 min )
    The Download: taking the temperature of snow, and the future of privacy
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Why climate researchers are taking the temperature of mountain snow The Sierra’s frozen reservoir provides about a third of California’s water and most of what comes out of the faucets, shower heads, and…  ( 21 min )
    Why climate researchers are taking the temperature of mountain snow
    On a crisp morning in early April, Dan McEvoy and Bjoern Bingham cut clean lines down a wide run at the Heavenly Ski Resort in South Lake Tahoe, then ducked under a rope line cordoning off a patch of untouched snow.  They side-stepped up a small incline, poled past a row of Jeffrey pines, then…  ( 32 min )
  • Open

    QuickLee V2: An Improved Transparent Look into RPC Provider Latency
    View public and real-time dashboards to better understand latency and speed when evaluating RPC providers.  ( 4 min )
  • Open

    HONOR 400 Series To Officially Launch On 22 May 2025
    HONOR has confirmed that its upcoming 400 Series smartphones will launch on 22 May 2025 at 3pm local time. As previously reported, the upcoming event, which will be held in Malaysia, will also mark its debut to the global market. In its recent announcement, the brand has revealed that the HONOR 400 Series will come […] The post HONOR 400 Series To Officially Launch On 22 May 2025 appeared first on Lowyat.NET.  ( 17 min )
    MARii Introduces NxGV Labelling Scheme
    At the Malaysian Auto Show (MAS 2025) last week, the Malaysia Automotive, Robotics and IoT Institute (MARii) has introduced the Voluntary Next Generation Vehicle (NxGV) Labelling Scheme. It is a label on new vehicles that indicates the model name, level of autonomy, fuel consumption, and carbon emissions. It is referred to as a milestone effort […] The post MARii Introduces NxGV Labelling Scheme appeared first on Lowyat.NET.  ( 16 min )
    Huawei Launching Nova 14 Series On 19 May, Some Specs Leak
    Huawei has just revealed via Weibo that it will be releasing its Nova 14 phone series. While the official lineup is currently unclear, the posts indicate that there will be at least an Ultra model. The phones are stated to receive a launch in China on 19 May at 2:30pm, according to a machine translation […] The post Huawei Launching Nova 14 Series On 19 May, Some Specs Leak appeared first on Lowyat.NET.  ( 16 min )
    U Mobile Assures Its Existing 5G Services Are Unaffected By DNB Deal Exit
    U Mobile is assuring customers that its existing 5G services would not be impacted by its shareholders’ agreement (SHA) exit with Digital National Berhad (DNB). In a statement, the orange telco says it will maintain a 5G wholesale Access Agreement with the company, enabling it to continue offering commercial 5G services while deploying its own […] The post U Mobile Assures Its Existing 5G Services Are Unaffected By DNB Deal Exit appeared first on Lowyat.NET.  ( 16 min )
    NVIDIA Announces Partnership With HUMAIN; Will Build AI Factories In Saudi Arabia
    NVIDIA announced that it has entered into a strategic partnership with Saudi Arabia’s Public Investment Fund, to invest in the latter’s HUMAIN AI value chain subsidiary. The GPU brand will provide the hardware needed for the AI computing infrastructure, as well as to help Saudi Arabia to become a global leader in the AI and […] The post NVIDIA Announces Partnership With HUMAIN; Will Build AI Factories In Saudi Arabia appeared first on Lowyat.NET.  ( 15 min )
    Infinix GT 30 Pro To Launch In Malaysia On 21 May 2025
    Infinix has announced that the latest addition to its GT series and successor of the GT 20 Pro, the GT 30 Pro, is set to launch in Malaysia soon. The gaming smartphone’s debut will be streamed on the company’s official Facebook and TikTok accounts on Wednesday, 21 May 2025 at 3PM. As you may recall, […] The post Infinix GT 30 Pro To Launch In Malaysia On 21 May 2025 appeared first on Lowyat.NET.  ( 16 min )
    Nissan Confirms New Skyline Model Amid Financial Struggles
    Amid challenging financial times for Japanese automaker Nissan, its CEO Ivan Espinosa has confirmed that an all-new Skyline is in development. The announcement was made during the company’s 2024 fiscal year financial report. However, before you get too hyped up – no, this isn’t a new GT-R. The Skyline and GT-R may share a history, […] The post Nissan Confirms New Skyline Model Amid Financial Struggles appeared first on Lowyat.NET.  ( 16 min )
    Kingston Launches Fury Renegade G5 PCIe 5.0 SSD
    Kingston recently launched its new Fury Renegade G5 NVMe SSD. The SSD is the memory maker’s latest PCIe 5.0 SSD and offers ultra-fast average sequential speeds. Specs-wise, the Fury Renegade G5 can achieve average sequential read and write speeds of up to 14,800MB/s and 14,000MB/s respectively, depending on the storage configuration. On that note, Kingston […] The post Kingston Launches Fury Renegade G5 PCIe 5.0 SSD appeared first on Lowyat.NET.  ( 15 min )
    OnePlus Nord 5, Nord CE5 Appear On SIRIM Ahead Of Unveiling
    OnePlus is reportedly close to unveiling two new mid-range smartphones, namely the Nord 5 and the Nord CE5. While we have yet to hear anything official from the brand, the upcoming devices have made their way to the SIRIM database, indicating a nearing launch for the Malaysian market. The Nord 5 and Nord CE5 were […] The post OnePlus Nord 5, Nord CE5 Appear On SIRIM Ahead Of Unveiling appeared first on Lowyat.NET.  ( 15 min )
    Apple Music Adds Sound Therapy; Features Universal Music Songs
    Apple and Universal Music Group have announced that the former is adding Sound Therapy to Apple Music, using songs from the latter. Or more specifically, “extended, instrumental, and reimagined versions of popular tracks from acclaimed artists” like Imagine Dragons and Katy Perry. The idea is that these songs are specifically modified, and sorted into three […] The post Apple Music Adds Sound Therapy; Features Universal Music Songs appeared first on Lowyat.NET.  ( 16 min )
    Modenas Debuts MEV-1 Pro And MEV-2 E-Bikes With A Starting Price Of RM9,878
    The electric vehicle trend is gaining momentum, and two-wheelers are no exception. At the ongoing Malaysia Auto Show (MAS 2025), Modenas has unveiled its latest electric scooters (e-bikes), the MEV-1 Pro and MEV-2. Both models are now available for purchase, priced at RM13,470 and RM9,878 respectively. The MEV-1 Pro is offered in two variants – […] The post Modenas Debuts MEV-1 Pro And MEV-2 E-Bikes With A Starting Price Of RM9,878 appeared first on Lowyat.NET.  ( 16 min )
    DJI Mavic 4 Pro Officially Hits The Shelves At RM9,599
    After two years, DJI has finally updated its premium consumer drone offering with the new Mavic 4 Pro. The company packed the updated drone with a 360-degree rotating gimbal, a longer battery life, and bigger sensors, all with a lower base price compared to the Mavic 3 Pro. To start with, the new rotating gimbal […] The post DJI Mavic 4 Pro Officially Hits The Shelves At RM9,599 appeared first on Lowyat.NET.  ( 16 min )
    LegoGPT: An AI Tool That Creates LEGO Designs From Scratch
    Ever wanted to create something cool based on whatever LEGO bricks that you currently have, but stumped on ideas? Researchers at Carnegie Mellon University have you covered. The team, which is made up of six individuals, has created an AI tool aptly called LegoGPT,  which can generate complete LEGO designs based on text descriptions. The […] The post LegoGPT: An AI Tool That Creates LEGO Designs From Scratch appeared first on Lowyat.NET.  ( 16 min )
    This Gold-Plated ASUS ROG RTX 5090 Astral Dahab Costs More Than US$7,000
    It’s no secret that ASUS has been working on creating NVIDIA GeForce RTX 50 Series GPUs for the Middle Eastern market with the Dahab series, and one such card that is now available in that region’s market is the RTX 5090 Astral Dahab. Built with 6.5g of real gold, the card costs more than US$7,000 […] The post This Gold-Plated ASUS ROG RTX 5090 Astral Dahab Costs More Than US$7,000 appeared first on Lowyat.NET.  ( 16 min )
    Astro Unveils Exclusive Savings For Civil Servants On Its Entertainment And Sports Packages
    Astro has launched an exclusive offer for Malaysia’s civil servants as a sign of the company’s appreciation for their dedicated service. The Exclusive Civil Servants Offer is available to over 1.6 million civil servants in Malaysia and covers the Astro One Entertainment Pack and Astro One Sports Pack. The highlights of the offer include savings […] The post Astro Unveils Exclusive Savings For Civil Servants On Its Entertainment And Sports Packages appeared first on Lowyat.NET.  ( 16 min )
    Apple May Develop Tech That Enables Brain-Controlled iPhone
    Apple is reported to be working on a new technology that will enable users to control their iPhones using their brains – no physical movements or voice control required. This will apparently be done under a partnership with the neural tech company, Synchron. Users will be implanted with the Synchron’s brain-computer interface (BCI), called Stentrode, […] The post Apple May Develop Tech That Enables Brain-Controlled iPhone appeared first on Lowyat.NET.  ( 16 min )
    US Lifts Malaysia AI Chip Export Restrictions
    The US put in place what it called the Artificial Intelligence Diffusion Rule earlier in the year, as one of the last official actions by the previous president. Late last month, there have been reports of the rule being tweaked to do away with the tiered system of the rule. It looks like it has […] The post US Lifts Malaysia AI Chip Export Restrictions appeared first on Lowyat.NET.  ( 16 min )
    Google Reveals “Material 3 Expressive” Design Refresh For Android 16, Wear OS
    Google has officially announced its visual refresh for Android, which will arrive with Android 16 and Wear OS 6. The new design language, Material 3 Expressive, is designed to deliver smooth interactions and display helpful information at a glance. Material 3 Expressive builds on Material You and introduces a system of springy animations and tactile […] The post Google Reveals “Material 3 Expressive” Design Refresh For Android 16, Wear OS appeared first on Lowyat.NET.  ( 16 min )
    U Mobile To Divest Its Entire Stake In DNB Ahead Of Second 5G Network Rollout
    U Mobile, which has been appointed to deploy the country’s second 5G network, has agreed to sell its entire stake in Digital Nasional Berhad (DNB). The orange telco’s stake will be taken over by rivals CelcomDigi, Maxis, and Yes 5G, as well as the Ministry of Finance (MOF). Both CelcomDigi and Maxis have filings with […] The post U Mobile To Divest Its Entire Stake In DNB Ahead Of Second 5G Network Rollout appeared first on Lowyat.NET.  ( 15 min )
    vivo V50 Gets An Elite Edition; Launches In India On 15 May
    The vivo V50 already has three variants right now – the base model, a Lite model, and the V50e which has yet to make its way to our shores. But it looks like the company is adding another variant into the growing catalogue of models in a single generation. And it is simply called the […] The post vivo V50 Gets An Elite Edition; Launches In India On 15 May appeared first on Lowyat.NET.  ( 16 min )
    CIMB Octo Drops Android 9, iOS 14 Support Starting 25 June 2025
    CIMB has announced that its CIMB Octo mobile banking app will soon require newer operating systems to function. Starting 25 June 2025, the app will only be compatible with devices running Android 10 or iOS 15 and above. The bank cites enhanced security and improved app performance as key reasons for the change. At present, […] The post CIMB Octo Drops Android 9, iOS 14 Support Starting 25 June 2025 appeared first on Lowyat.NET.  ( 16 min )

  • Open

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    Fixrleak: Fixing Java Resource Leaks with GenAI
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    Why Moderna Merged Its Tech and HR Departments
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    Variadic Switch
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    Starcloud
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    Dusk OS
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    Show HN: Helixdb – Open-source vector-graph database for AI applications (Rust)
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    It Awaits Your Experiments
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    A Tale of a Trailing Dot (2022)
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    Radiance Contrasts at Possible Lunar Water Ice Exposures Seen by ShadowCam
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    Launch HN: Miyagi (YC W25) turns YouTube videos into online, interactive courses
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    One Hundred and One Rules of Effective Living
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    ML-Enhanced Code Completion Improves Developer Productivity (2022)
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  • Open

    Unveiling European Union Public License 1.2: Balancing Fair Code and Open Source Innovation
    Abstract: This post provides a comprehensive exploration of the European Union Public License 1.2 (EUPL 1.2), highlighting its origins, core features, practical applications, and challenges within the open source ecosystem. We discuss its fair code approach in protecting contributors and enhancing developer recognition while ensuring legal clarity. With detailed background, use cases, comparisons, and future trends, this blog post serves as a master reference, enriched with tables, bullet lists, and pertinent hyperlinks from authoritative sources such as opensource.org/licenses and GitHub License Usage. The European Union Public License 1.2 stands out as a robust and ethically driven framework in the world of open source and fair code licensing. Designed to ensure both the freedom to in…  ( 7 min )
    How to Conduct an Effective Patent Invalidity Search Using PatentScan.AI
    Introduction In today’s high-stakes intellectual property landscape, the validity of a single patent can make or break multimillion-dollar lawsuits, licensing deals, or acquisition negotiations. As a patent attorney, ensuring your litigation or due diligence strategy is airtight often begins with one critical process: the patent invalidity search. But not just any search will do. The difference between a cursory review and a strategic, evidence-backed invalidation effort can hinge on how thorough, structured, and intelligent your approach is. This is where our Patent Invalidity Search Checklist comes in—designed specifically for attorneys who want to elevate their search strategy, reduce risk, and gain a tactical edge in disputes. And in an era where AI is transforming how legal professi…  ( 6 min )
    What are Linkage Types in C Translation Units?
    Understanding Linkage in C When diving into the concepts of storage classes in C programming, one can encounter the term linkage. At first, it may seem daunting, especially when navigating various technical terms like current translation unit, other translation units, same translation unit, and all translation units. In this article, we'll break down these terms to help clarify their meanings and significance in the realm of C programming. What is a Translation Unit? Before we discuss linkage, let’s establish what a translation unit is. A translation unit consists of the source code after the preprocessor has completed its task. This includes the original .c file and any header files or included modules that are brought in during the preprocessing phase. Essentially, when you compile a sou…  ( 5 min )
    Pioneering a New Era of AI Innovation
    Imagine standing at the threshold of a technological revolution so vast, it could redefine an entire continent's place in global innovation. This is precisely the position Europe finds itself in today. With a massive investment of €200 billion—the centrepiece being five AI Gigafactories—the EU intends not only to catch up but to leap ahead in the global race for artificial intelligence. These Gigafactories aren't ordinary data centres scaled up for bravado. Each one is envisioned to operate at four times the size of current AI factories, powered by around 100,000 cutting-edge AI chips. It's an investment reflecting Europe's determination to assert its technological sovereignty, at a time when the global narrative typically orbits around American dynamism or China's relentless growth. But c…  ( 6 min )
    🔥 Stripe + Jony Ive Fireside, UI After LLMs & DOOM in CSS
    Hey 👋 If your tabs are already groaning under the weight of “read later” links, well… here are a few more. From CSS wizardry to quietly timeless design, this issue is packed with goodies. Enjoy 🦄 - Adam at Unicorn Club. Get the latest edition delivered straight to your inbox every week. By subscribing, you'll: Receive the newsletter earlier than everyone else. Access exclusive content not available to non-subscribers. Stay updated with the latest trends in design, coding, and innovation. Don't miss out! Click the link below to subscribe and be part of our growing community of front-end developers and UX/UI designers. 🔗 Subscribe Now - It's Free! Sponsored by Kinsta Kinsta for WordPress - Simply Better Hosting. Kinsta is the highest-rated managed host for WordPress on G2. We pr…  ( 5 min )
    Unleashing the Power of .NET 8 for Scalable and High-Performance Backend Development
    Unleashing the Power of .NET 8 for Scalable and High-Performance Backend Development With each release, .NET continues to evolve to meet the needs of modern backend development, and .NET 8 is no exception. From improving performance to enhancing cloud integration, .NET 8 is designed to help developers build applications that are faster, more scalable, and easier to maintain. Performance Optimization: Speed at Its Core .NET has always been known for its strong performance, and .NET 8 takes it even further. With optimized JIT (Just-In-Time) compilation, GC (Garbage Collection) improvements, and memory usage reductions, .NET 8 achieves even greater runtime performance. This is especially important for building applications that can handle a large number of concurrent users or high-throughput …  ( 5 min )
    Unveiling GNU AGPL v3: A Path to Open Source Fairness and Innovation
    Abstract This post provides a holistic view of GNU AGPL v3, a license designed to meet the challenges of network-hosted applications and the modern open source ecosystem. We discuss its origins, core principles, key features, and its role in promoting fair code sharing across the digital landscape. By exploring practical use cases, addressing potential challenges and limitations, and looking at future innovations, this article offers a technical yet accessible analysis for developers, legal experts, and open source enthusiasts. Keywords such as GNU AGPL v3, copyleft, open source licensing, fair code, and network clause are integrated to ensure clarity and effective SEO optimization. For the original comprehensive analysis, refer to the Unveiling GNU AGPL v3 Summary. In today’s digital wo…  ( 9 min )
    Docker – Simplifying the Deployment Process
    In modern software development, one of the biggest challenges is ensuring that applications work consistently across different environments. Docker, a containerization platform, has revolutionized the way developers package, ship, and run applications by offering a lightweight, portable, and consistent runtime environment. Docker allows developers to encapsulate an application and its dependencies into a container that can be deployed anywhere, ensuring consistency from development to production. In this article, we’ll dive into Docker’s core concepts, how it works, and how you can leverage its power to streamline your software development and deployment workflows. What is Docker? Key Features of Docker: Isolation: Each container runs in its own environment, ensuring that dependencies do n…  ( 5 min )
    How to Diagnose Azure Function Failures with Octokit Instantiation?
    Introduction Are you facing a frustrating situation where your Azure Function App runs locally without any issues but fails to start when deployed? In this article, we will explore why Octokit instantiation could cause your Azure Functions to fail and how to diagnose the problem effectively. This guide will provide steps and solutions to help you get your Azure Function App up and running smoothly. Understanding the Issue When developing with Azure Functions, especially using libraries like Octokit for GitHub integrations, certain issues may arise that prevent your functions from loading correctly in the Azure environment. This typically happens due to conflicts with dependencies or environment configurations that do not match the local setup you are testing. In your case, local success do…  ( 5 min )
    Real-Time Monitoring of Laser Lipo Output via Python or Node.js
    Ever try to monitor a laser system in real-time... with Excel? Yeah, I’ve been there. A couple years ago, I was asked to build a dashboard for a medspa’s laser lipo machine. They wanted live data. Not just logging—but pulse-by-pulse, second-by-second monitoring. My first thought? “This is gonna be a nightmare.” You’d think there’d be some ready-made solution, especially in places as tech-savvy as a Medspa in Chicago. But nope. At first, we tried to jury-rig a CSV parser that pulled in log files every 10 minutes. Huge mistake. We missed surges in energy output, and one day the machine overheated mid-session. That’s when it hit me: we needed true real-time telemetry. Enter: Node.js (or Python, if that’s your jam). Here’s the quick-and-dirty framework I came up with: Stream the machine’s da…  ( 4 min )
    🚀 Fetchless – The New Era of HTTP Requests: Smart, Fast & Effortless
    A lightweight and powerful alternative to Axios, Fetch, or node-fetch. Not just a wrapper — a true evolution. Most HTTP libraries like axios or fetch do the bare minimum: send a request and return a response. Fetchless delivers all of this with an HTTP API designed for 2025 — combining lightness, intelligence, and automation. ✅ Efficient Caching: Stores HTTP responses to reduce network calls and boost speed. ✅ Multiple Cache Strategies: Supports cache-first, network-first, and stale-while-revalidate modes. ✅ TypeScript Support: Fully typed API for maximum reliability. ✅ Ultra Lightweight: Minimal footprint with almost no dependencies. ✅ Easy Integration: Works out of the box with any JS or TS project. 🔹 Prefetching: Preload resources in the background. 🔹 Request Deduplication: Automatica…  ( 4 min )
    Unveiling the Future of Open Source Licensing: A Deep Dive into MongoDB SSPL 1.0 and Beyond
    Abstract This post provides an in‐depth analysis of the MongoDB Server Side Public License 1.0 (SSPL 1.0) and its implications for the open source and fair code ecosystem. We explore the license’s origins, core features, and its role in balancing innovation with developer protection. We also discuss related licensing models, challenges of enforcement, and emerging trends powered by blockchain and decentralized governance. Throughout, we incorporate comparisons using tables and bullet lists, while providing helpful links and thought-provoking insights from platforms such as Hacker News, Stack Overflow, and OSI Licenses. For a detailed original analysis of MongoDB SSPL, please see the Original Article. Open source licensing continuously evolves as developers strive to protect creativity whi…  ( 8 min )
    Unveiling Elastic License: A Comprehensive Exploration on Fair Open Source Licensing
    Abstract This article delves deep into the Elastic License—an innovative licensing model that bridges the gap between open collaboration and fair developer compensation. We explore its origins, core features, real-world applications, challenges, and future trends. Through tables, bullet lists, and hyperlinks to authoritative resources such as the Elastic License Summary, MIT License, and the GNU GPL, this post provides both technical insights and practical guidance for developers and project managers alike. In today’s digital landscape, software development is undergoing a transformation driven by the need for open collaboration and developer fairness. The Elastic License emerges as a pioneering solution to address a pervasive issue in the open source ecosystem: protecting developers’ co…  ( 9 min )
    Automate git commit messages with a simple bash script and openrouter
    I like to automate as much work as possible. Here's a simple shell / bash script I'm using to save time by automatically creating git commit messages. 3 steps to get this to work: Sign up for Openrouter (A unified API for LLM models) Add your OPENROUTER_API_KEY to your environment variables (or paste it directly into the script below, replacing $OPENROUTER_API_KEY) Add the below script to your ~/.bash_aliases or ~/.bashrc or equivalent Refresh your terminal and you're good to go. gca into your terminal. function gca() { local commit_message="$1" local push_remote="$2" # Check if Git is installed if ! command -v git &> /dev/null; then echo "Git is not installed. Please install Git and try again." return 1 fi # Check if jq is installed if ! comma…  ( 5 min )
    Guia de Estudo Go 1
    Guia de Estudo: Linguagem de Programação Go Este guia abrange os principais conceitos da linguagem Go (Golang), desde fundamentos até tópicos avançados como concorrência e gerenciamento de pacotes. Declaração: Use var com tipo explícito ou := para inferência Escopo: Variáveis podem ser globais ou locais Valor Zero: Valores padrão para tipos não inicializados Tipos Numéricos: int, float, uint com vários tamanhos Conversão: Requer conversão explícita entre tipos Condicionais: if, if-else com possível instrução curta Switch: Simplifica múltiplas condições Loops: Único tipo for com várias variações Controle de Loop: break, continue, range 🧩 Estruturas de Dados Fatias e Matrizes Característica Matriz Fatia Tamanho Fixo Dinâmico Redimensionamento Não Sim Subj…  ( 3 min )
    From Phone Lines to Ethernet: An Introduction to Copper Cabling
    Preamble: Copper twisted pair cable is the most common type of wiring used for connecting devices to networks in offices. As a network professional, you will likely work with this type of cable every day. Knowing how twisted pair cable works will help you install and fix networks correctly. As you study this lesson, answer the following questions: Why are the wires inside twisted pair cables wound around each other? What's the difference between STP and UTP cables? How fast can different types of these cables transfer data, and how far can the signal travel clearly? How can you tell apart RJ11 and RJ45 connectors? What are coaxial and twinaxial cables used for? Unshielded Twisted Pair (UTP) Cable Twisted pair cable is a common type of copper wiring. It's been used for a long time for both …  ( 11 min )
    Guia de Estudo Go 2
    Guia de Estudo: Linguagem de Programação Go Este guia de estudo sobre a linguagem de programação Go, com foco em conceitos fundamentais, estruturas de controle, manipulação de dados e pacotes padrão. Declaração de Variáveis: Variáveis podem ser declaradas usando a palavra-chave var com um tipo explícito ou usando a declaração curta :=, onde o Go infere o tipo. Variáveis Globais vs. Locais: Variáveis declaradas fora de qualquer função são globais; variáveis declaradas dentro de uma função são locais. Valor Zero: Variáveis não inicializadas em Go são automaticamente atribuídas o valor zero de seu tipo de dado. Para um int é 0, para um float64 é 0.0. Tipos de Dados Numéricos: Incluem inteiros (assinados e não assinados, com tamanhos específicos como int8, int16, int32, int64, além do int…  ( 12 min )
    Talk to Your Kubernetes Cluster Using AI
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    How to Switch Windows in Rust Scripts Using Tauri
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    How to Build A CLI Todo App in Go
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    How African Dance Continues to Influence Global Arts and Movements
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    🎚️ Precision Sliders with Slider RS
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    Some HTML Tags and What They Are For Header / Nav / Section / Aside / Article / Main
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    🚀 Angular 20: What’s Coming and Why the Release Cycle Matters
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    History of JavaScript
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    Create JavaScript Dynamic List (Step-by-Step Guide)
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    Data Defense 101: Key Practices for Mitigating Security Incidents
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    Recursion in Python
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    MCP and A2A: Two bright modular futures for AI
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    Can You Determine Modular Arithmetic in C++ Without Comparison?
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    200+ Free PHP Projects with Source Code for Beginners - https://www.coderobotics.com/blog/200-free-php-projects-with-source-code-for-beginners
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    How to Get Remote Host IP Address in ASP.NET Web API?
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    How to Fix 'require Test::Directory' Failure in Perl?
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    Web Codecs API for Advanced Media Decoding
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    You Don't Need GORM, there is a better alternative
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    A Inteligência Artificial Generativa não ameaça empregos. Ela ameaça estruturas empresariais obsoletas.
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    Choosing a Cloud Provider? Here’s Why It’s More Than Just a Price Tag
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    Live Streaming 1080p VP9 via Icecast – No CDN, Just WebM!
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    Microsoft is laying off more than 6,000 employees
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    Vercel AI SDK v5 Internals - Part 9 — Database Deep Dive: Persisting UIMessages Effectively
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    🧠 10 Tricky CSS Questions for Frontend Developer Interviews (with Answers & Examples)
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    Vercel AI SDK v5 Internals - Part 7 — Decoupling Your Backend: The ChatTransport Abstraction Explained
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    Vercel AI SDK v5 Internals - Part 6 — One Store, Many Hooks: Unified Chat State Across Frameworks
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    Day 2: “Where Am I?” – Understanding the Linux File System in RHEL 9
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    Vercel AI SDK v5 Internals - Part 1 — UIMessage Parts, ChatStore Sync, and Pluggable ChatTransport
    Been diving deep into the Vercel AI SDK v5 canary releases lately, and wow, there are some significant shifts from v4 that are worth talking about. If you're building chat interfaces or anything conversational with AI, this is stuff you'll want to know. The team over at Vercel, along with community feedback, has clearly put a lot of thought into addressing some of the trickier parts of building rich, interactive AI experiences. This post is going to be a bit of a deep dive. We'll look at how V5 changes the game for representing messages, how client-side state is managed, and how message delivery is becoming more flexible. Think of this as a walk-through from a fellow dev who's been in the trenches with the canary. 🖖🏿 A Note on Process & Curation: While I didn't personally write every wo…  ( 31 min )
    SEO optimization of websites on Elementor: best practices for 2025
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    Building with Heart
    A post by P.M.P.G.R.R. Premathilaka  ( 2 min )
    Linux Ransomware Threats and How to Defend Against Them
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    How to Set Album Art for MP3 Files using Python?
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    Build a Real-Time Fitness Wearable Data Analysis API with Tinybird
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    5 Simple Steps to Reduce Your AWS Bill Without Technical Expertise
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    Build a Real-time E-commerce Data API with Tinybird
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    Build a Real-Time Home Automation Monitoring API with Tinybird
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    Build a Real-Time Stock Market Data API with Tinybird
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    Build a Real-time Database Query Performance Analytics API with Tinybird
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    Build a Real-Time Product Recommendation Engine with Tinybird
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    🚀AWS Monitoring Mastery: Your In-Depth Guide for 2025 and Beyond
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    Build a Real-Time Event Tracking API with Tinybird
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    Build a Support Ticket Analysis API with Tinybird
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    Build a Real-Time Restaurant Reservation Analytics API with Tinybird
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    Really admire the balance between tech and nature here.
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    Rust is not Hard #1
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    [Boost]
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    Um desabafo sincero
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    Why is the QMenuBar not displaying in my Qt Application?
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    Getting Started with Solana: 5 Essential Tools Every Developer Should Use
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    ⏱️ Solana’s Proof of History (PoH) — The Clock That Powers the World’s Fastest Blockchain
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    The Modern Frontend Fantasy is Falling Apart – Astro, Qwik, and Solid Aren’t the Future
    They promised speed, simplicity, and a better DX. What we got was a set of beautiful lies, niche fantasies, and philosophical dead ends. Modern frontend frameworks love to sell a dream. Let’s talk about the three self-proclaimed rebels of modern frontend: Astro — The Gatsby Ghost in Island Clothing Qwik — The Resumable Kernel That Forgot the Humans Solid — The Signal Soloist in React's Orchestra Together, they form the Zukkoke Three — each chasing a different ideal, but none equipped to win the war. Astro sells the fantasy of zero-JS by default. Clean HTML. Minimal payloads. Islands of interactivity. Astro is just Gatsby rebranded. It inherits the same flaw: It works great until your app grows. Then you’re back to hydrating islands, shipping frameworks, and juggling scripts. Astro’s true n…  ( 6 min )
    Create Smart Forms Without JavaScript: The Magic of HTML and AJAX
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    Fundamentals of Backend development
    Welcome to the first post of my Backend Development Fundamentals series! Whether you're just starting your journey or revisiting up on core concepts, this series will walk you through the building blocks of backend development — clearly, practically, and with real-world applications. From understanding how servers and databases work, to writing robust APIs, handling authentication, and scaling systems — we’ll explore the backbone of modern web applications. Each post will focus on one key topic, breaking down complex ideas into simpler insights with examples, best practices, and occasional code snippets (maybe;). Stay tuned as we dig into the why behind the how — because great backend developers don’t just write code, they design systems that scale, perform, and evolve.  ( 3 min )
    Productivity Unlocked: Your Guide to Daily Inbox Processing
    Hello, hello! So last week we learned about using your own inbox to capture all your to-dos into a single place? Well, if you followed my advice and did "The Great Inbox Dump," you're probably staring at a mountain of tasks and wondering, "Now what?" Don't worry, my friend. This week, we're diving into the next step of processing everything in that inbox! The goal for this part is to get your inbox to 0, meaning there is nothing left in it you need to process. This will actually be your goal every day (ish) moving forward...but more on that later. Before we dive in, you're going to need a couple of things: A trash bin. You'll likely be tossing a bunch of stuff throughout this process, so make sure it's big enough. A next actions list or stack. As you process everything, you'll be identifyi…  ( 8 min )
    Appliances Powered by Wireless Charging Technology: A Glimpse into the Future of Cord-Free Convenience
    In an era of smart homes and seamless connectivity, wireless charging technology has emerged as a game-changer. What began as a convenient way to charge smartphones has now evolved into a powerful innovation influencing a wide range of household appliances. The prospect of a home where devices power up without cords, clutter, or manual intervention is no longer a distant dream—it’s a rapidly approaching reality. Wireless charging, also known as inductive charging, is revolutionizing how appliances function and interact within the modern home. From kitchen gadgets to vacuum cleaners, the adoption of this technology is growing steadily, offering benefits like enhanced convenience, reduced wear and tear, and greater design flexibility. In this blog, we’ll explore how wireless charging is resh…  ( 6 min )
    Fixing Bugs Found on Production
    You get a message from the Customer Success team, "can someone please help me identified what is wrong with this?", you find yourself with some time on your hands and decide to help out. "Yes, I can help you out with this. Do you know what are the steps to replicate this issue?". If you are lucky Customer Success says yes and gives you the steps to replicate, on the other hand they will say no. If they said no that means they probably spent a good amount of time trying to replicate the issue but were not able to, now it is on you to guess what what the problem is. Good luck. If you were the one that worked on the feature that is defective you may have some intuition guideline, "this is probably because I did not test this properly when I coded it", in this case you may already know the so…  ( 4 min )
    How to Diagnose a Segmentation Fault in Perl Scripts?
    Introduction Experiencing a segmentation fault in your Perl script can be quite frustrating, especially when everything seems to execute correctly. If you're encountering a segmentation fault immediately after calling exit 0;, yet your script completes its logic successfully, it indicates an underlying issue that needs to be addressed. This article aims to help you diagnose and resolve segmentation faults in your Perl scripts, focusing on factors such as global destruction and diagnosing techniques. Why Does This Happen? Segmentation faults usually occur due to memory management issues, such as dereferencing invalid pointers or memory corruption, which aligns with the error message you received: mremap_chunk(): invalid pointer. In the case of Perl, this can happen if your script has global…  ( 5 min )
    How I Code Fast with AI and Still Own the Result
    My AI-Driven Coding Workflow: Fast, Dirty, Smart For years, I’ve followed a simple, effective development rhythm: Refactor the existing code to make space for what’s coming. Spam code the new part—quick and dirty—just get it working. Refactor again, clean it up, make it readable and reusable. Commit. It’s always worked. It still does. But now there’s AI. The last few years have made AI coding assistants usable, stable, and practical. So I’ve adapted my process. Here's how it looks today: Start with a clean working tree. No changes, no mess. This has always been good practice, but it’s critical now. Why? Because AI can (and will) generate garbage. If it does, you need to scrap everything fast. You can’t "undo" AI-generated logic. You just reset. Whether by hand or with AI help, p…  ( 4 min )
    🛠️ Comparing the Best No-Code/Low-Code Platforms to Build Your Next App
    Are you a solo founder, non-coder, or just someone who wants to build fast without diving deep into code? No-code/low-code platforms are a game changer. In this post, I’m comparing some of the most popular ones: Bubble, Webflow, OutSystems, and a few others I’ve personally tested. 🚀 1. Bubble — The Workflow Wizard ✅ Pros: Built-in database and user authentication Easy API integrations Highly customizable via plugins or JavaScript ❌ Cons: Slower performance for large apps Responsive design requires patience 🔧 Use Cases: 2.🎨 2. Webflow — The Designer’s Dream ✅ Pros: Built-in CMS and SEO tools Fast & secure hosting included ❌ Cons: Requires separate tools (like Memberstack, Xano) for full-stack apps 🔧 Use Cases: 🧩 3. OutSystems — The Enterprise Giant ✅ Pros: Drag-and-drop builder + serious deployment tools Generates native iOS/Android apps ❌ Cons: Overkill for small projects or solo builders Learning curve for non-developers 🔧 Use Cases: 📱 4. Glide — The Spreadsheet Speedster ✅ Pros: Lightning-fast MVPs Zero coding needed ❌ Cons: Limited logic complexity 🔧 Use Cases: 🔥 5. Adalo — The Mobile MVP Maker ✅ Pros: Built-in database, components, and navigation Publish to App Store/Play Store ❌ Cons: Performance bottlenecks with heavy data 🔧 Use Cases: ⚙️ 6. Wized + Figma — The Designer-Dev Hybrid ✅ Pros: Works seamlessly with Xano or Airtable Great for designers who want functionality ❌ Cons: Learning curve for logic setup 🔧 Use Cases: 🧪 Want to ship fast? → Use Glide or Webflow 🧱 Need full-stack power? → Use Bubble or Wized 🏢 Big enterprise app? → Use OutSystems 📱 Mobile-first idea? → Try Adalo  ( 5 min )
    10 Must-Read Books for Tech Entrepreneurs
    Strategic reading molds exceptional technical founders. Select the right books, and you'll develop the frameworks needed to scale your startup beyond pure engineering excellence. Whether you're a senior engineer stepping into a leadership role or an aspiring entrepreneur eager to make your mark, the right literature can provide invaluable insights and strategies. After guiding dozens of technical founders through critical growth phases, I've identified the books that consistently drive breakthrough moments. These aren't just theory-heavy business texts; they're practical guides that bridge the gap between technical capability and organizational scale. Each selection has repeatedly proven its worth in real-world scenarios, helping engineering leaders avoid common pitfalls and accelerate …  ( 7 min )
    What Ashkan Rajaee Taught Me About Remote Work, Structure, and Focus
    There are plenty of articles about remote work setups, digital tools, and productivity hacks. But every now and then, someone shares something that shifts your entire perspective. Recently, I came across a unique article featuring Ashkan Rajaee, an entrepreneur who set up a mobile workspace in the middle of the California desert. It was more than a productivity post. It was a blueprint for focus, structure, and intentional work. 👉 Read the full article on LinkedIn Ashkan didn’t just show off his gear or daily habits. He demonstrated how a simple, controlled environment can power serious work. The desert setup is stripped of noise, clutter, and distraction. What’s left is clarity. The tools were simple. A MacBook Pro, iPad Pro as a second screen, a foldable table, noise-canceling headphon…  ( 4 min )
    🚀 Revolutionizing HR: Building a Smart, Engaging HR Assistant Chatbot with OpenAI
    Why created this chatbot? 🤔 In today's fast-paced work environment, HR teams are constantly challenged to provide timely support, answer repetitive queries, and ensure employees have easy access to policies and resources. While traditional chatbots offer basic Q&A, the true power of AI lies in its ability to understand context, invoke external tools, and deliver personalized assistance. This HR Assistant Chatbot was created to showcase how the OpenAI API can go beyond simple chat completions—leveraging function calling to process leave requests, fetch payslips, and direct general queries to a rich knowledge base of company HR policies. The result is a dynamic, interactive assistant that not only answers questions but also performs actions, making HR support more efficient and engaging f…  ( 4 min )
    Programming language of the future Part 4: Distributed Actors
    A good programming language should model it's domain in the most straight-forward way - that way there are no rough edges, no friction. The programmer has no gotchas to work around, the code flows naturally. Distributed programming in modern mainstream languages is not that experience, and in this blog we will go over a part of the solution, the one having to do with coordination of distributed actors. OOP models a program as an interaction between objects, and its implementation in most modern languages work well in a single-threaded context. But as soon as concurrency gets introduced - you either introduce a whole different mechanism than the objects you've been building with up til this point (threads and mutexes and thread-local variables), or an event loop, and a split in the laguage …  ( 7 min )
    Sharing Pages Drop: A Free Platform for Web Deployment and File Sharing
    When you need to deploy a simple HTML page (like one generated by AI), or quickly share some design drafts, or deploy a small website from a ZIP package, what tools do you usually use? A lot of the time, you either find hosting too expensive or the setup process too complicated. Recently, I discovered an online tool called Pages Drop, and it seems pretty neat. It's essentially a place for hosting and sharing files, and crucially, it's completely free and very convenient to use. Why do I think it's worth sharing? Mainly for these reasons: Although there are similar products, such as Tiinyhost, Static App, etc., the free plans have very few resources and are very restrictive. The free tier is quite generous: Completely Free: The core features are genuinely free to use. Unlimited File Upl…  ( 4 min )
    How to clone documents with form fields in BoldSign
    Managing repetitive tasks like onboarding or contract renewals can be time-consuming. Document cloning in BoldSign transforms this process by allowing you to duplicate existing documents, including prefilled form field values. This not only ensures accuracy but also saves valuable time by reducing manual effort. Whether you’re handling routine tasks or trying to maintain consistency across documents, this feature is designed to streamline your workflow. In this blog, we’ll show you how to use the document cloning feature effectively. In BoldSign, cloning a document with form field values is a straightforward process. Follow these steps to clone a document and retain the prefilled data in the form fields: 1. Log in to your BoldSign account or create a new one if you don’t have an account y…  ( 4 min )
    🧠 I Built a Python Script That Finds Duplicate Files So I Can Stop Wasting Storage
    Take this as an GIFT 🎁: Build a Hyper-Simple Website and Charge $500+ And this: Launch Your First Downloadable in a Week (Without an Audience) GET A 50% DISCOUNT—EXCLUSIVELY AVAILABLE HERE! It costs less than your daily coffee. Also our new product 80% DISCOUNT For Devs.: 🔥 100+ Dev Products, 1 Download: Everything You Need to Learn, Build, and Launch Projects That Sell Just it, Enjoy the below article.... Let me paint you a picture: You're doing a little digital spring cleaning, and you realize you've got triplets of the same file: invoice_final.pdf invoice_final_v2.pdf invoice_final_2_REAL_FINAL.pdf Or worse… you downloaded the same meme 17 times in 2 years. want to be a hoarder, but your files say otherwise. So here’s what I did: finds and removes duplicate files — even if the…  ( 6 min )
    Escape Learning Loops and Build Projects for Profit
    Take this as an GIFT 🎁: Build a Hyper-Simple Website and Charge $500+ And this: Launch Your First Downloadable in a Week (Without an Audience) GET A 50% DISCOUNT—EXCLUSIVELY AVAILABLE HERE! It costs less than your daily coffee. Also our new product 80% DISCOUNT For Devs.: 🔥 100+ Dev Products, 1 Download: Everything You Need to Learn, Build, and Launch Projects That Sell Just it, Enjoy the below article.... Let’s talk about something painfully honest: You’ve been learning for years. But your bank account still says: “\$28.49 — mostly from a forgotten Udemy refund.” Ouch. So… what gives? You’re not broken. You’re just stuck in Tutorial Hell’s evil twin: This is the stage where developers keep building: Portfolio projects no one asked for Side projects that die quietly “Clone” apps …  ( 7 min )
    How to Transcribe & Summarize Meetings Locally with Meetily : The Best Self-Hosted, Open Source AI Meeting Tool
    A step-by-step guide to using Meetily for fully offline, private AI meeting transcription and note generation with no paid SaaS, no cloud. When people search “best AI meeting note taker” or “Otter.ai alternative open source”, what they often want is: ✅ Private transcription that doesn’t send audio to the cloud ✅ Accurate summaries of calls or meetings ✅ A free and self-hosted alternative to Otter.ai or Fireflies.ai That’s where Meetily stands out. Meetily is an open source AI meeting assistant that runs entirely locally on your device. It supports offline transcription, and data storage using Whisper.cpp. use Ollama (Bigger models), OpenAI, or other LLMs to generate summaries if needed. giving you full control over your sensitive meeting data. Here’s how people describe what they’re lookin…  ( 5 min )
    Angular: Beyond the fog #1
    Since I created Angular Docs AI assistant (powered by Kapa.ia), some questions have been left unanswered due to some level of uncertainty as the AI model faced some limitations. Discover some of these questions and how a personal understanding of Angular, its ecosystem, and the community helps to provide better answers! As the Angular 20 release is currently planned for 26th May week, the current official documentation is still based on Angular 19. Community content is also quite limited, and a decent amount of it is AI-generated content, providing unverified information. I'm currently working on providing you with the most up-to-date information about Angular 20, with a dedicated dashboard: feature list, commit history, Can I Use focus, tutorials, and quizzes. It'll be publicly shared fo…  ( 5 min )
    Turn Repetitive Work into React Tools People Pay For 💊
    Take this as an GIFT 🎁: Build a Hyper-Simple Website and Charge $500+ And this: Launch Your First Downloadable in a Week (Without an Audience) GET A 50% DISCOUNT—EXCLUSIVELY AVAILABLE HERE! It costs less than your daily coffee. Also our new product 80% DISCOUNT For Devs.: 🔥 100+ Dev Products, 1 Download: Everything You Need to Learn, Build, and Launch Projects That Sell Just it, Enjoy the below article.... Ever feel like you're just coding the same thing again and again? Same form. Here’s the good news: That repetition is a goldmine. Because if you're doing it over and over — someone else is too. And they'll probably pay you to never do it again. This article will show you how to turn those boring tasks into tiny React tools that solve painful problems and generate monthly income…  ( 6 min )
    Working with API Rate Limits: Lessons from Developer Mistakes
    Hello Dev.to readers! This time, we decided to adopt a slightly more serious tone and tackle a serious topic. In our New Gen Atari project, we hit rate limits hard. After that mess, we finally turned to the documentation. To keep you from falling into the same trap, I wanted to write a piece with above-average seriousness. API rate limits cap the number of requests you can make to an API in a given timeframe (e.g., 100 requests per minute). Exceeding these limits results in rejected requests, disrupting your application. They’re standard across platforms, whether free or paid tiers. Limits serve three key purposes: Security: Protect servers from malicious request floods. Resource Management: Ensure fair access for all users. Cost Control: Prevent excessive server resource consumption. Igno…  ( 5 min )
    How to Add Google OAuth in a Local Supabase Project
    How to Add Google OAuth in a Local Supabase Project Setting up Google OAuth in a local Supabase project can be tricky, but with the right steps, you can get it working seamlessly. Here's a quick guide to help you through the process. If you prefer a video tutorial, check out my YouTube video on this topic: But if you want more detail explanation, check out this video tutorial. I have explained everything in detail. Docker: Ensure Docker is installed and running. Supabase CLI: Install the Supabase CLI. You can check these videos if you need help with the installation: Steps to Set Up Google OAuth 1. Initialize a Local Supabase Project Navigate to your project root and run: supabase init This creates a config.toml file. Start the Supabase project:…  ( 6 min )
    Setting up ESLint in my Next.js + TypeScript project to keep code clean, consistent, and bug-free—a must for writing like a pro!
    I guess you're reading this in the same shoes I found myself in before writing this article. I decided to document my findings because of how hard it was. Still, it was fun to set up ESLint for my next project through its documentation and understanding what is going on, especially with the new changes. For those who do not know what ESLint is, I've got you. Eslint Rules Configuration file Parser With all these, there is the Eslint Custom Processors that draws JavaScript from other files for Eslint to lint the code. Also, not forgetting the Formatter in charge of the appearance With all these in mind, let's move to real business. Firstly, I will be using pnpm as my installer Start or bootstrap the next project. I will be using pnpm as my package manager npx create-next-app@latest next, pn…  ( 6 min )
    My Favorite Home Assistant Automation: Waking Up to the Smell of Coffee ☕️
    I recently set up Home Assistant and started exploring the world of smart home automation. One of my first—and now favorite—automations is part of my morning routine. Let’s be honest: waking up early sucks. Alarm clocks are loud, annoying, and stressful. I wanted something more peaceful to get me out of bed. And I found it… I wake up through the smell of coffee and the gentle bubbling sound of a moka pot. 😌 I bought this moka machine from Bialetti: https://www.bialetti.com/ee_en/moka-elettrika.html It’s called the Moka Elettrika, and it runs on electricity. I connected it to a smart plug that’s controlled by Home Assistant. At 7:55 AM, the smart plug turns on, powering the moka pot. The moka starts brewing right away. At 8:10 AM, the plug turns off again. By the time I'm awake, the apartment smells like fresh coffee, and I hear that cozy, comforting moka pot bubbling away. It’s such a calm and natural way to wake up—no loud noises, no stress. This tiny automation has made a huge difference in how I start my day. If you're into smart home stuff (or just love coffee), give it a try!  ( 3 min )
    Top 5 AI Tools That Can Boost Developer Productivity in 2025
    This post was originally published on Medium. I'm resharing it here for fellow developers and tech learners focused on productivity and AI tools. In 2025, AI is no longer just a buzzword. It’s a reliable assistant, a writing partner, a research analyst, and even a decision-making guide. If you're a solo developer or working in a small team, AI tools can easily fill the role of a full-time assistant — helping with writing, planning, organizing, and automating your workflow. Here are 5 AI tools that can genuinely replace or outperform a human assistant: ChatGPT (OpenAI) Research, summarization, planning, brainstorming GPT-4 Turbo supports long context conversations Great for developers to generate test cases, ideas, and plan features Notion AI Meeting note summarization, task extraction, and content generation Blends into your project workflows perfectly Dev teams can use it to log retrospectives, docs, and updates GrammarlyGO Tone refinement, rewrites, and quick replies Useful when writing client emails, proposals, or documentation Magical Automates repetitive typing and form-filling You can set text snippets for common code comments, support replies, etc. Claude AI (Anthropic) Reliable for long-form Q&A, documentation, and secure data handling Great for knowledge-heavy tasks and documentation generation If you're spending time on repetitive tasks — planning, writing, summarizing — these tools can handle them for you. They don’t just save time — they multiply your output. Try one this week and see the difference. ✍️ Written by @denizgokbudak 📚 Frontend developer exploring React, Next.js, and AI tools.  ( 3 min )
    Gas Leak Detection and Air Quality Sensors in Appliances: Ensuring Safety and Comfort in Modern Homes
    In today’s world, where home safety and environmental awareness are paramount, innovative technologies have found their way into everyday appliances, enhancing their functionality. Among the most important advancements are gas leak detection and air quality sensors integrated into household appliances. These features provide peace of mind by monitoring the air we breathe, detecting hazardous leaks, and ensuring a healthier indoor environment. From kitchen stoves to heating systems, and even smart home systems, the integration of gas leak and air quality sensors is a critical step toward creating safer, smarter living spaces. As these technologies evolve, they’re playing an increasingly important role in safeguarding the health of occupants while also promoting energy efficiency and sustain…  ( 6 min )
    Revise Python in 15 days for ML (2025) : Day 4 (Loop)
    Welcome to Day 4 of our Python journey! If you missed Day 3 where we explored operators and conditionals, make sure to check it out first! Loops are like having a super-efficient assistant who can repeat the same task multiple times without getting tired. Instead of writing the same code over and over, we can wrap it in a loop and let Python handle the repetition! Today we'll master two powerful loop types: 🔢 For loops - when you know exactly how many times you want to repeat something ⏱️ While loops - when you want to keep going until a condition changes A for loop works like this: Specify what you want to iterate through For each item, execute the indented code block Move to the next item and repeat until you've gone through everything name = "Ridwan" for i in name: print(i, 'i') …  ( 7 min )
    Why Technical Interviews Feel Broken - and How to Stop Failing Them
    There’s a strange paradox in tech: someone can be a solid developer, lead projects, write clean code, and still fail interview after interview. Not once, but over and over again. And we’re not talking about juniors. I’ve seen senior engineers freeze mid-sentence, forget terminology, or just walk away feeling like they bombed, even though they knew the answers. If that sounds familiar, you’re not alone. I’ve worked with developers for years: hiring them, preparing them, evaluating them. And here’s the truth: if you’re struggling with interviews, it doesn’t mean you're unqualified. It means the format is broken. In theory, a technical interview checks if you know your stuff. In reality, it’s a pressure cooker. Here’s what it throws at you: limited time unfamiliar phrasing of questions z…  ( 4 min )
    Modern Rails Rendering Techniques: Choosing Between Turbo Drive, Frames, Streams and Morph
    In the evolving landscape of Ruby on Rails development, creating responsive, dynamic user interfaces without heavy JavaScript frameworks has become increasingly accessible. With the introduction of Hotwire (HTML Over The Wire) and subsequent innovations like Turbo Drive, Frames, Streams, and the newer Turbo Morph, developers now have multiple options for building interactive applications. But which technique should you choose for your project? When should you use one over another? This guide will help you navigate these choices with practical examples. Understanding the Fundamentals Turbo Drive: The Foundation Turbo Frames: Targeted Updates Turbo Streams: Real-time Updates Turbo Morph: Fine-grained DOM Updates Decision Framework: When to Use What Real-world Example: Building a Comment Syst…  ( 9 min )
    [Boost]
    Model Invocation: Amazon Bedrock Karim Khalil ・ May 12 #aws #bedrock #ai  ( 2 min )
    How to Make Your Perl Script Executable in CGI-Bin?
    If you've uploaded a Perl script (.pl file) to your cgi-bin directory on your web server and you're wondering how to make it executable, you're not alone. Many newcomers to web development encounter this challenge when working with CGI scripts. The good news is that making your Perl script executable is a straightforward process that involves adjusting file permissions on your server. In this article, we will walk through the necessary steps to ensure your Perl script is set up correctly for execution. Understanding the basics of CGI and Perl Scripts Perl is a versatile programming language that is often used for writing CGI scripts, which are executed on the web server to produce dynamic content. When a client (like a web browser) requests a Perl script, the web server needs to know that …  ( 5 min )
    [Boost]
    How to Use the Jailer Database Tool for Effective Database Subsetting Wisser ・ May 13  ( 2 min )
    3. Longest Substring Without Repeating Characters Solved
    Given a string s, find the length of the longest substring without duplicate characters. Example 1: Input: s = "abcabcbb" Input: s = "bbbbb" Input: s = "pwwkew" Constraints: 0 int: char_set = set() left = 0 max_length = 0 for right in range(len(s)): while s[right] in char_set: char_set.remove(s[left]) left += 1 char_set.add(s[right]) max_length = max(max_length, right - left + 1) return max_length Each character is added and removed at most once → O(n) Set gives constant time lookup → fast Use this sliding window + set pattern whenever: You need the longest substring/subarray with no repeats You need to maintain a dynamic window of valid elements Time & Space Complexity: Type Value Time O(n) (each character is visited at most twice) Space O(min(n, m)) where m is the character set size (e.g. 26 lowercase)  ( 3 min )
    Uploading Files to Cloudflare R2 from the Frontend (No Axios Needed!)
    Are you building a file upload feature for your web app? Step 1: Generate a Signed Upload URL on the Server Click here to read article about generating signed url. Here’s an example response from your backend API: { "signedUrl": "https://your-bucket.r2.cloudflarestorage.com/filename.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&..." } Step 2: Upload from the Frontend Using Fetch ✅ HTML: Upload ✅ JavaScript: async function uploadFile() { const input = document.getElementById('fileInput'); const file = input.files[0]; if (!file) return alert("Please select a file!"); // 1. Get a signed upload URL from your backend const res = await fetch(`/api/r2-signed-url?filename=${encodeURIComponent(file.name)}`); const { signedUrl } = await res.json(); // 2. Upload the file directly to R2 const uploadRes = await fetch(signedUrl, { method: 'PUT', body: file, }); if (uploadRes.ok) { alert("✅ Upload successful!"); } else { alert("❌ Upload failed."); } } Why This Works No extra libraries (no axios) Faster uploads because the file goes straight from browser → Cloudflare Secure: your app’s R2 credentials stay on the server Scalable: you don’t stress your backend with file payloads Don't Forget CORS! PUT * * 📌 Author: Nurul Islam Rimon 🔧 Fullstack Developer | Expertsquad  ( 4 min )
    We built a browser-like inspect tool for prompts 🛠️🎛📄
    Hey everyone! 👋 I’m excited to share something we’ve been working on for a while: Prompt Inspector 🕵️‍♂️ – a browser-like inspect tool for debugging and understanding your prompts for large language models (LLMs). 🧑‍💻 A few months ago, we were deep into a project that analyzed GitHub repos using LLMs. Our prompts were getting longer and more complex, and we kept running into the same problem: 🤔 Which part of my prompt was actually influencing the output? It felt like we were flying blind, tweaking random lines and hoping for the best. It reminded me of the early days of web development-before browser devtools made debugging HTML and CSS so much easier. 🕸️ That’s when it hit us: 💡 Why isn’t there an “Inspect Element” for prompts? Prompt Inspector is our answer to that question. …  ( 4 min )
    Give me 3 reason that why python is best other than any programming languages?
    A post by Velvosoft  ( 2 min )
    Smart Fridges Ordering Groceries Automatically: A Glimpse into the Future of Kitchen Convenience
    In the ever-evolving world of smart home technology, the kitchen has become a major frontier for innovation. One of the most transformative developments is the smart refrigerator, a device that goes beyond simple cooling to offer intelligence, connectivity, and automation. Among its most compelling features is the ability to automatically order groceries when supplies are low. This once futuristic concept is becoming a tangible reality, reshaping the way we interact with food, shopping, and household management. A smart fridge is an internet-connected appliance equipped with sensors, cameras, and software that allow it to perform a range of functions beyond traditional refrigeration. These include temperature control, inventory tracking, internal cameras for remote viewing, expiration date…  ( 5 min )
    How to Fix Rust Compilation Error When Reading Tokens from File
    Introduction In Rust, handling files and processing their content efficiently is crucial, especially when dealing with potentially large files. A common scenario involves reading lines from a file and splitting those lines into individual tokens based on whitespace. However, you might encounter a compilation error due to how Rust handles lifetimes and references. In this article, we will explore the origin of this issue and provide a solution that returns an iterator of owned String values without allocating too much memory upfront. Understanding the Compilation Error When you attempt to return a value that references function parameters, Rust will flag this as an error. Your original code attempts to utilize the .split_whitespace() method, which returns slices of the original string. The …  ( 4 min )
    Generating TypeScript client from .NET 9 API with OpenAPI and Orval
    A step-by-step guide on how to automatically create strongly typed TypeScript client for your .NET API service. First, let's demonstrate how to create an API. All examples are provided using console utilities, but they can be reproduced using IDE of choice. Let's create a solution for our application: dotnet new sln - name OpenApiDemo Creating a full-scale WebAPI project with controllers: dotnet new webapi -use-controllers -n DemoApi And let's add it to our solution: dotnet sln add DemoApi As a result, you will have file structure like this: Recently, Microsoft introduced their own API description generator, reducing the reliance on Swashbuckle Swagger. Although this decision generated some controversy, considering the recent commercialization of many free libraries such as MassTransit…  ( 4 min )
    Python Mutability
    Changing a value of immutable type results in an automatic copy Changing a value of mutable type causes it to mutate in place 🧠 Understand the Python Data Model better using memory_graph Python Mutability  ( 2 min )
    Day 19/ 30 Days of Linux Mastery: File Viewing Commands (cat, less, more, head, tail)
    Table of Contents Introduction What Are These Commands? Real-World Scenario: Using File Viewing Commands Conclusion Let's Connect Welcome back to day 19!.Today’s focus is on file-viewing commands: cat, less, more, head, and tail. When working with files in Linux, being able to view logs, outputs, and configuration files quickly is critical. You don’t always need to open a full editor like vim, sometimes a simple peek is all you need. Let’s get into it! Command Purpose cat Concatenate and display file contents less View file one page at a time, scrollable more Similar to less, but can only scroll forward head Show the first few lines of a file tail Show the last few lines of a file (often logs) You work as a Junior Linux Admin. Your team gives you a log file and say…  ( 4 min )
    Publish a Vue.js 3/Vite Project on GitHub Pages
    Publishing a static website for portfolio or information is cool.We can do it for free using github pages. This guide will walk you through the process of deploying a Vue.js 3 application built with Vite to GitHub Pages. GitHub Account - We need a GitHub account to create a repository. Vue.js 3 Project - A Vue.js 3 project created using Vite. Git - Installed and configured locally. I won't talk much about about basic initialization as you already know what to do! I am skipping the basics, make sure to initialize them such as: create vue project using vite(npm create vite@latest) git repository (from git init to git push) Lets jump into the project configuration part When deploying to GitHub Pages, we need to specify the base URL for our application. GitHub Pages serves the site from a sub…  ( 5 min )
    Google Got Fined $1.4 Billion for Data Abuse, So Here’s What Devs Should Be Auditing
    Google just paid $1.375 billion to Texas for secretly tracking users, collecting geolocation, voiceprints, and facial recognition data even with privacy settings disabled. The headlines scream “Big Tech scandal” — but here’s the real message: If your app handles user data, you’re part of this conversation. And if you’re using tools like Firebase, Google Analytics, or Meta Pixel in production without understanding what’s being captured, you’re one misconfigured SDK away from a privacy disaster. 🔍 So, What Should Developers Do? Re-check what your analytics are logging. Google Analytics 4 tracks more than you think by default, especially if you’ve enabled Enhanced Measurement. Alternative: Try Plausible or PostHog. They’re privacy-first, self-hostable, and GDPR-compliant. Audit your use of location data. If you’re using React Native Geolocation, are you requesting location only when needed? In web apps, check the navigator. Geolocation calls, are you storing or sharing that info? Facial recognition libraries? Tread carefully. Read your dependencies’ privacy policies. Cookies and localStorage: keep them clean. Use libraries like cookie-consent and tools like Cookiemonster.dev to flag risky behavior early. 🧠 The Bottom Line As devs, we build the foundation of user experiences, and that includes privacy-first defaults. Not because it’s trendy, but because it’s now a requirement.  ( 3 min )
    How to Use the Jailer Database Tool for Effective Database Subsetting
    In the world of data management, tools that facilitate efficient database handling can significantly ease the burden of tedious tasks. One such tool is Jailer, specifically designed for database subsetting and relational data browsing. In this guide, we will explore how to utilize Jailer effectively, troubleshoot common issues, and understand its remarkable features. Jailer is like a master chef in the kitchen of your database world. It takes your main database and elegantly slices it into smaller, manageable pieces, ensuring that the flavors of consistency and integrity are maintained. You can think of it as creating small samples of test data (like bite-sized portions of your favorite dish) while still capturing the essence of the original recipe. Exports consistent and referentially…  ( 4 min )
    What is Back-end engineering
    Back-end engineering involves creation and maintenance of server-side ,logic,database that powers a web or web-application. who is a Back-end-engineer? Is a software-developer who focuses on building and maintaining the server-side of the application. Responsibilities of a Back-end Engineer. Authentication and security :implementing secure login systems,data encryption and access control. Database Management:Designing,creating and maintaining databases e.g MongoDB,PostgreSQL,MySQL. Server-side logic:writing code that process request,applies proper responses and applies business rules. API Development:Creating and Managing Restful or GraphQL apis that allow communication between front-end and Back-end. Performance Optimization:Ensuring the application runs efficiently under various loads. Common Technologies used by a Back-end-engineer Languages :Python,PHP,GO,Java,C#,RUBY,Javascript. Frames-works:Django/flask,La-ravel/cog-niter,spring-boot(java) ruby on rails(Ruby) Node-js(Java-script). Databases: MySQL, PostgreSQL, MongoDB, Redis. -** Tools/Platforms**: Docker, Kubernetes, AWS, Azure, CI/CD tools like Jenkins or GitHub Actions. Example Scenario: Receives the form data. Validates and processes it. Stores it in the database. Sends a response back to the front-end (like a success message or error). In short, back-end engineers make the digital "plumbing" work—handling the logic, data, and systems that power applications.  ( 3 min )
    sol-trading-service
    🚀 Excited to share sol-trading-service, an open-source core service designed for copy trading on the Solana blockchain! 🌟 If you’re into DeFi, crypto trading, or blockchain development, this project is a game-changer for automating your trading strategies by replicating trades from target wallets seamlessly. 🔹 Automated Copy Trading: Effortlessly mirror buy and sell trades from any Solana wallet you trust. Install Bun runtime Configure your private key and environment Launch the service and start copying trades from your favorite wallets! Crypto traders looking to automate and scale their strategies Blockchain developers building DeFi tools and bots Anyone interested in Solana ecosystem innovation Check out the full repo here 👉 https://github.com/WangWilly/sol-trading-service  ( 3 min )
    Funding in Open Source: A Conversation with Chad Whitacre
    “Open source isn’t a market economy. It’s a gift economy.” — Chad Whitacre, Head of Open Source at Sentry Recently on the Pomerium livestream, I caught up with Chad Whitacre to talk about open source funding, what sustainability actually means, and why the usual market lens doesn’t always apply. Chad’s been part of the open source world for decades. His experience spans both community-driven projects and the practical realities of building support structures inside companies. The full conversation runs a little over an hour and covers a lot of ground, including burnout, corporate responsibility, and how to make open source support more than a feel-good side project. If you want to catch the full thing, you can watch it on YouTube. If you’re just looking for the main takeaways, keep readin…  ( 5 min )
    🧱 I Built My Python Web App Like a City (Not an App)
    Take this as your $25 FAST-TRACK 🚀: Access 7,000+ High-Quality GitHub Resources & Launch a Working AI SaaS in a Weekend 7,000+ top GitHub resources from the best Hacker News launches—all for less than a coffee. Get everything you need to build your AI SaaS in a weekend. Just it, Enjoy the below article.... When we build software, we often talk in terms of architecture — but then we write it like we're throwing bricks into a void. Last month, I decided to treat my Flask web app like a real, living city. Every module is a district. Every endpoint is a building. Routes are roads. Middleware is traffic control. grows, congests, decays, and revitalizes. Here’s what happened when I stopped thinking like a coder and started thinking like a city planner. You don’t just throw up random buildin…  ( 7 min )
    ⚙️ Want a private, offline AI assistant? Here’s the structure that makes it work: Model + Persona + Document.
    Model + Persona + Document: A Simple Framework for Local AI Workflows Anthony Fox ・ May 13 #ai #productivity #opensource  ( 3 min )
    🧑‍🏫 How to Teach GPT to Code Python your way
    Take this as GIFT : The Evolution of Hacking: From Phone Phreaking to AI Attacks And this : The Forbidden Programming Techniques They Don’t Teach You Learn the programming secrets they don’t teach you in school. Master these techniques, and you’ll be ahead of the pack in no time. Just it, Enjoy the below article.... “AI doesn’t replace developers. It becomes your first apprentice — if you treat it right.” Imagine this. You walk into work. They can write code. They can debug. They can read documentation faster than you ever could. But here’s the twist… They have zero judgment. That intern? That’s GPT. And today, I want to show you how to turn this intern into a Python-coding apprentice that actually learns from you, improves with every prompt, and helps you become a better developer — n…  ( 7 min )
    Build Fast, Build Smart: How I Use APIs to Launch MVPs in Days — Not Weeks
    Build Fast, Build Smart: How I Use APIs to Launch MVPs in Days — Not Weeks "Speed doesn’t mean rushing — it means removing friction." In the world of startups, speed is survival. But here's the reality most founders overlook: 🚨 You don’t need to build everything from scratch. If you're trying to validate an idea or get user feedback early, investing weeks into building custom payments, login systems, or analytics dashboards is a trap. As a developer who helps founders ship fast and ship smart, here's my go-to playbook: API-first MVP development. I’ve worked with startups and solo founders who made the same mistake over and over: They treat the MVP like a final product. They spend time and budget: Writing custom authentication logic Building their own payment gateway wrappers Configuri…  ( 4 min )
    ⚡ Real-Time Data Dashboards with Python: Build a Lightning-Fast Web App for Live Metrics
    Take this as a CONTENT BOOSTER 💸: 85+ Ready-to-Publish Articles on Underground Coding & Hacker Techniques - Just the Price of Your Next Coffee TURN $5 INTO WEEKS OF CONTENT — Just one article can land you a client, boost your SEO, or 10x your posting schedule. and credibility. Publish instantly or bundle & resell. And this one too: 75+ Ready-to-Publish Articles on Bot Invasions & The Fake Internet Just it, Enjoy the below article.... In today’s data-driven world, businesses demand instant visibility into their key metrics — whether it’s sales performance, user engagement, or machine telemetry. Real-time dashboards aren't just for FAANG companies anymore. With Python and modern web tooling, you can build one in a weekend. This guide walks you through building a real-time web dashboa…  ( 7 min )
    Model + Persona + Document: A Simple Framework for Local AI Workflows
    Introduction As AI tools become more available to everyday developers, many are realizing they don’t need cloud access, API keys, or enterprise software to benefit. A private, local setup can offer fast, flexible, and secure AI capabilities — especially when structured around a simple system: Model + Persona + Document. This paper outlines a practical framework for integrating local AI into your workflow. It's not a tutorial (though one is linked at the end), but a conceptual guide for building your own assistant using local tools and minimal structure. The model is your language engine — a large language model (LLM) running entirely on your machine. Examples include: LLaMA 3 Mistral MythoMax You can run these models with tools like: Ollama — Easy model management and CLI access LM Studi…  ( 4 min )
    How to Fix Dart Code Error Detection in Android Studio Bumble Bee?
    When you create a new project in Android Studio, especially after an upgrade like the Bumble Bee version, you may face issues where coding errors are not detected. This can be frustrating as you're working with your Dart code. In this article, we'll explore potential reasons behind this problem and how to fix it effectively. Why Are Errors Not Showing Up in Android Studio? Dart is a language that uses a strong type system, which means it usually identifies errors during development. If errors are not appearing, there are a few possible causes: IDE Configurations: Sometimes, after an update, settings may return to defaults or change unexpectedly. Project Settings: Your project configuration might not be set up correctly for error detection. Dart and Flutter SDK: Issues with the SDK installa…  ( 5 min )
    From Tailwind CLI to Vite: A Developer’s Journey to Better Performance (2025 Edition)
    I’m always on the lookout for tools that can make my workflow faster, more efficient, and enjoyable. Recently, I decided to integrate Vite into my existing TailwindCSS CLI project, all-things-digital. My goal was to modernize my build process while keeping the simplicity of my current setup intact. In this blog post, I’ll walk you through the entire process—from creating a backup branch, integrating Vite into my current codebase and modularizing my code to take advantage of what Vite has to offer. By the end of this journey, you’ll have a clear understanding of how to upgrade your own project with Vite while maintaining modularity and performance. 1. Create a New Branch for Backup Before diving into any major changes, it’s essential to create a backup branch. This ensures that your curre…  ( 20 min )
    Como usar o PHP com AI? Eu te mostro!
    Neuron AI: O Framework PHP de Inteligência Artificial 🐘 Raziel Rodrigues ・ May 13 #php #braziliandevs #ai #opensource  ( 2 min )
    Neuron AI: O Framework PHP de Inteligência Artificial 🐘
    Neuron AI é um framework para lidar com IA usando PHP puro ou seus diversos frameworks como o Laravel ou Symfony. Neuron AI foi criado por Valerio Barbera https://www.linkedin.com/in/valeriobarbera/ da equipe do software inspector.dev, uma ferramenta de observabilidade PHP. Com este framework é possível trabalhar com AI de uma maneira muito flexível e prática usando PHP. Neste repositório, estou abordando os aspectos mais importantes do framework e do mundo da IA, onde é possível fazer tudo o que fazemos em outras linguagens de programação, como Node, Python ou Go, mas tudo usando o glorioso PHP em sua melhor forma. Para isso, eu irei usar o PHP puro, pois assim acredito que conseguimos realizar os testes de forma mais simples e sem acoplamento de muitas coisas. Então será necessário que v…  ( 7 min )
    🚀 DRF ViewSets & Routers Explained – Build REST APIs Faster with Django
    If you're building APIs with Django Rest Framework (DRF), chances are you've repeated the same CRUD logic over and over again. What if I told you there's a faster and cleaner way to handle API views and routing? That’s exactly what this tutorial is all about! 📺 Watch the full tutorial here: 🔍 What You'll Learn In this video, I explain: ✅ What ViewSets are in DRF and why they matter ✅ How to use Routers to automate URL patterns ✅ The difference between ModelViewSet, ReadOnlyModelViewSet, and custom ViewSets ✅ A hands-on coding demo that puts everything together By the end of the tutorial, you’ll be able to: Write less code Organize your API logic better Ship REST APIs faster 🚀 This tutorial is perfect for: Beginners who are just getting started with Django Rest Framework Intermediate devs who want to clean up their views Anyone building APIs in Django and wants to use best practices 📌 Watch Now 👉 Click here to watch the full tutorial on YouTube If you find it helpful, don’t forget to like, subscribe, and share with others! Drop your questions or feedback in the YouTube comments section — I respond to every one! Also, let me know what Django or Python topics you’d like me to cover next. Thanks for reading and watching. Happy coding! 👨🏽‍💻🐍 django #drf #restapi #webdevelopment #python #tutorial  ( 3 min )
    Setting Feedback Up for Success — Before the Conversation Even Starts
    When we talk about giving feedback, most of the advice out there focuses on how to say the thing. But what I have learned over time is that the real magic happens before the conversation even starts. Setting the stage can be the difference between feedback landing as a gift or feeling like an attack. Some of the most effective feedback conversations I have had - both from giving and receiving - actually started with a letter. When there's a lot to say, taking the time to write it down helps in more ways than one. It lets you rewrite, refine, and make sure the message you intend is the message that gets carried forward. You can catch moments where your tone might be too harsh, or where you're speaking from frustration instead of clarity. From the recipient's perspective, it's a game-change…  ( 4 min )
    Registering callback using std::function in C++
    Welcome to the next pikoTutorial ! Imagine you're building an application that processes some data and once it's done, the user needs to be notified about the result. Since you don’t want to hard-code the notification logic, it’s better to allow the user to register a custom function that will be called automatically after the data processing completes. std::function for callback registration One of the most flexible ways to implement callbacks in C++ is by using std::function. std::function can store and invoke any callable object (functions, lambdas, or function objects) that matches a specific signature. The overall syntax is: std::function name; Let’s define a ProcessData unction that accepts a callback and notifies the user once processing is complete. #include #include // Type alias for the callback type using CallbackType = std::function; // Function accepting callback as an argument void ProcessData(const CallbackType& callback) { // Simulate data processing std::cout << "Processing data" << std::endl; // Notify user via callback callback(true); } // Callback function definition void Callback(const bool result) { std::cout << "Callback called! Result: " << result << std::endl; } int main() { // Register a callback using an existing function ProcessData(Callback); // Register a callback using lambda function ProcessData([](const bool result) { std::cout << "Lambda called! Result: " << result << std::endl; }); // Register using callable object CallbackType cb = [](const bool result){ std::cout << "Callable called! Result: " << result << std::endl; }; ProcessData(cb); }  ( 3 min )
    The Soul of the Keyboard: A Brief History of WASD Keycaps
    In the world of keyboards, the WASD keycaps hold a special place. These four simple letters—W, A, S, and D—are often seen as the backbone of gaming. For most gamers, they’re more than just letters on a keyboard; they’re the foundation for movement in the virtual worlds they explore. But like all great inventions, the history of WASD keycaps goes beyond their initial function, evolving to become a symbol of gaming culture and a feature beloved by enthusiasts. Let’s take a journey through time to uncover the origins, evolution, and significance of WASD keycaps. The WASD layout, used predominantly in first-person shooters (FPS) and other action games, has become almost synonymous with gaming itself. But where did it come from? Originally, keyboards were designed with the arrow keys or the num…  ( 6 min )
    How to Fix PHPMailer Connection Failed Error in PHP
    Introduction If you're encountering the error message "Connection failed. Error #2: stream_socket_client(): Unable to connect" while using PHPMailer to send emails, you're not alone. This issue can arise for various reasons, including server configurations, firewall settings, or incorrect SMTP settings. In this article, we will explore the possible causes of this error and provide step-by-step solutions to resolve it. Understanding the PHPMailer Connection Issue PHPMailer is a popular library in PHP for sending emails. When you attempt to use PHPMailer in production and receive a connection error, it typically suggests that the script is having trouble connecting to the SMTP server you specified. Here are some common reasons why this issue happens: Incorrect SMTP Host: Ensure that the SMTP…  ( 5 min )
    7 Underrated JavaScript Tricks That Will Make You a Better Developer
    🔍 Introduction JavaScript is packed with powerful features—but many developers stick to the basics and miss out on time-saving gems. In this post, I’ll show you 7 underrated tricks that can simplify your code, enhance readability, and make you look like a JavaScript pro in 2025. ?. const username = user?.profile?.name || 'Anonymous'; ✅ Avoids errors when deeply nested properties are undefined. Cleaner and safer than long logical chains. ?? const count = inputValue ?? 0; ✅ Returns default only if the left-hand value is null or undefined (unlike ||, which includes 0 or ''). const { title: blogTitle } = post; ✅ Grab and rename properties in one line. const isAvailable = !!value; ✅ Quickly turn any truthy/falsy value into a clean true or false. const user = { name, age }; // same as { name: name, age: age } ✅ Reduces repetition when property and variable names match. const key = 'theme'; const settings = { [key]: 'dark' }; ✅ Build flexible objects based on runtime values. const status = `You are ${loggedIn ? 'logged in' : 'logged out'}.`; ✅ Great for short conditional strings and UI feedback. These tricks may be small, but they add up to cleaner, more elegant JavaScript code. Whether you're working on a side project, fixing bugs, or building production apps—mastering these patterns will level up your skills. ✅ Try using at least 2 of these in your next app! 💬 Got a trick of your own? Share it in the comments!  ( 4 min )
    Boosting Negotiation Skills: The Power and Influence of Online Learning Platforms
    With the paradigm shift toward digitalization, education itself is not immune to this transformation. Online learning is increasingly becoming the preferred method of education for many students worldwide. What was once chalk, blackboard, and physically present teachers has evolved into interactive virtual Whiteboards and online tutors. But the transition isn't just about substituting the traditional with the digital; it's about diversifying learning and teaching skills. In this blend of modern technology and learning techniques, students are acquiring abilities not conventionally taught in traditional classrooms - like negotiation skills. Online learning platforms are subtly yet significantly helping students cultivate this vital skill. Negotiation, a skill typically associated with board…  ( 4 min )
    Should you join a community to learn Rust?
    Short answer: yes Over the past 5 years, I've learned a lot about communities. I've made many mistakes: I could probably create a 'Community Mistakes 101' crash course! Unfortunately, they didn't teach that in high school, which would have been useful. I learned that a community absolutely must have a specific goal. I also learned that while having an open community is good at the beginning, it becomes nearly impossible to handle and moderate long-term unless you dedicate an insane amount of time to it (trust me, I tried) or you are a bored millionaire lying on the couch all day (which is not my case). Regarding promotion, I've made the mistake in the past of overpromoting communities I created, simply because I was overjoyed about the new adventure. I now think this approach is wrong. it's better if people discover the community on their own. But now I really feel I am ready to do it right. So, why am I writing this? The reason is simple: I've just a new community, and I've decided to use Twitter (sorry, X) for it. The goal is to introduce curious developers to the Rust programming language and help them understand as much as possible. Joining this community is free, just request to join. The link is in my profile, but if you're lazy and want to be invited, just reply below. For now, I am not accepting moderators, but moderators might be chosen from among the active members in the future. Let's Crush it !!!🔥  ( 3 min )
    SSH Error Explained: Permission Denied (publickey) — And How We Solved It 🔐
    When trying to SSH into a newly created Linux server, you might run into a common error like this: $ ssh user@your-server-ip The authenticity of host 'your-server-ip' can't be established. ED25519 key fingerprint is SHA256:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx. Any other names do not know this key. Are you sure you want to continue connecting (yes/no/[fingerprint])? yes Warning: Permanently added 'your-server-ip' (ED25519) to the list of known hosts. user@your-server-ip: Permission denied (publickey). This error simply means: “SSH couldn’t find a valid key to authenticate you.” ✅ What Actually Worked ssh ubuntu@your-server-ip You used the correct approach by providing the private key file: ssh -i /path/to/your-key.pem ubuntu@your-server-ip And this worked — because the server was expecting authentication via a specific private key (.pem file), not a default key from ~/.ssh/id_rsa. 🔍 Why This Happens key-based authentication only for better security. When you create a VM or instance, you’re often required to either: Upload your public key, or Download a .pem file that matches the server's authorized key If you try to SSH without specifying the .pem file, the SSH client defaults to using standard key files like ~/.ssh/id_rsa, which likely don’t match what the server expects. 🛠️ How to Avoid This in the Future Always specify the key manually with -i OR Add the key to your SSH agent so it's picked up automatically: ssh-add /path/to/your-key.pem 🧠 Pro Tip chmod 600 your-key.pem This keeps your key file secure and prevents SSH from refusing to use it.  ( 3 min )
    Recent Advances in Machine Learning: Efficiency, Interpretability, and Robustness
    This article is part of AI Frontiers, a series exploring groundbreaking computer science and artificial intelligence research from arXiv. We summarize key papers, demystify complex concepts in machine learning and computational theory, and highlight innovations shaping our technological future. The field of Computer Science, Learning (cs.LG) is a rapidly evolving area within artificial intelligence. It focuses on the development of algorithms and models that enable computers to learn from data without explicit programming. This learning process allows systems to automate complex tasks, identify intricate patterns, and make informed predictions. The significance of machine learning stems from its wide-ranging applications across diverse sectors, including healthcare for diagnosis and treatm…  ( 12 min )
    From Code Writers to Code Reviewers: How AI Is Reshaping Development
    AI is changing how we build software and it’s just getting started. Here’s how I see the future of coding evolving. We’re at the beginning of a major shift in software development and it’s happening faster than most of us expected. 🚀 AI Has Already Started Changing the Way We Code Writing code manually? Of course, I still do. But many times, I just describe what I want, let the AI do its thing, and then review and tweak the result. This isn’t some far-off future, it’s already happening. 🧠 The Future: From Developers to Code Supervisors Writing fewer lines, spending more time reviewing. 👨‍💻 Will We Still Need to Learn Programming? Knowing how to code won’t disappear, it’ll just evolve. You might not need to learn every detail of a language, but you will need to: Understand how different parts of a system work together So no, AI won’t replace developers. But developers using AI might replace those who don’t. 🛠 My Daily Dev Flow in the Age of AI ChatGPT for debugging, generating utility functions, or exploring new libraries 🤝 What Still Needs Human Devs (for Now) Designing architecture and system flows 🧭 How to Stay Ahead of the Curve ✅ Start using AI tools today. ✅ Focus on fundamentals. ✅ Learn to guide AI. ✅ Keep your critical thinking sharp. 💬 Final Thoughts AI is already changing how we build and it’s just getting started. The question is: will you adapt, or get left behind? 👉 Curious how other devs are using AI in their workflow? Let me know in the comments. Let’s shape the future of development together. Image credit: Illustration by unDraw  ( 5 min )
    How to Pass std::ostringstream Data to API Function in C++
    When working with C++ and interfacing with API functions, developers often encounter the challenge of passing large blocks of data. In your case, you're constructing a large string using std::ostringstream and need to send this data to an API function, API_function, defined as int API_function(const char* data, int len). The issue arises when the data contains null bytes (0x00), resulting in data truncation. Let’s address how to pass this std::ostringstream payload effectively to the API function without copying it, especially in the context of constrained environments like microcontrollers. Understanding the Issue with Null Bytes The problem you're facing is due to the way C-strings (null-terminated strings) work in C++. When you use payload.str().c_str(), you get a pointer to the interna…  ( 5 min )
    Cookie Store API for Efficient Cookie Management
    Comprehensive Guide to the Cookie Store API for Efficient Cookie Management in JavaScript Introduction Cookies are a fundamental part of web development, serving various important functions including session management, analytics, and personalization. Traditionally, cookies were mostly managed through the document.cookie API. However, as web applications grew in complexity, so did the need for a more structured and efficient way to manage cookies. This led to the development of the Cookie Store API, designed to provide a more manageable, promise-based interface for cookie interaction. This article delves deep into the Cookie Store API, exploring its design, functionality, potential edge cases, and practical applications. Historically, cookie management in web applications was …  ( 7 min )
    Must-Have Tools to Help WordPress Agencies Grow Revenue Faster
    In today's fast-paced digital world, WordPress agencies are continually searching for ways to optimize workflows, deliver better services, and ultimately boost revenue. Fortunately, the right tools can make a significant impact, streamlining processes and enhancing productivity. If you’re looking to grow your WordPress agency’s revenue faster, here are six must-have tools that will help you achieve your goals. Lead generation is the cornerstone of any successful WordPress agency. WPForms is a powerful form builder plugin designed for WordPress, helping you capture leads quickly and efficiently. Whether it's a contact form, a survey, or a custom quote request form, WPForms makes it simple to create forms that convert visitors into clients. Drag-and-drop form builder Customizable templates S…  ( 6 min )
    Swarm Intelligence Journey #3 Grey Wolf
    https://drive.google.com/file/d/1LqVRf2WEo7cnDpu_7_6cZNnE1bM3QBme/view  ( 2 min )
    Swarm Intelligence Journey #2 Krill Herd
    https://drive.google.com/file/d/1pyH3ePk5qkGxoCily1Bi6crKtCXYOG4N/view  ( 2 min )
    Swarm Intelligence Journey #1 Bat Algorithm
    https://drive.google.com/file/d/1HEbyt-EZyFXbVuiEFwo1FDHu80qwXhGo/view  ( 2 min )
    Real-world Microsoft 365 Copilot Implementation
    The enterprise adoption of AI assistants has reached an exciting phase with Microsoft 365 Copilot. Through our experience with the Copilot certification series, we've gathered valuable insights from organizations successfully implementing this technology. Let's explore their journeys and lessons learned. Before diving into Copilot deployment, successful organizations focus on environment preparation. Think of it as preparing your house before installing a smart home system - you need the right wiring, connections, and infrastructure in place. Start by evaluating your Microsoft 365 setup. Organizations that succeed typically ensure: Their licensing aligns with Copilot requirements SharePoint content services are properly configured Teams and Exchange environments are optimized Data governan…  ( 4 min )
    How to Test AssertionError Handling in Flutter Functions
    Introduction In Flutter development, it's crucial to ensure that functions handle unexpected cases gracefully while providing helpful debugging insights. The function we have in question checks input values and uses assertions to catch situations that should never happen, making it easy to notice these errors during development. In this article, we will explore how to effectively test both the AssertionError thrown in debug mode and the null return value in production mode. Understanding the Function Here's our function: int? foo(int value) { if (value 5) { return null; // null is returned in some non-error cases } return value; } This function perform…  ( 5 min )
    [WIP][Godot 4 & Py] BrainsIAAndPixels – 3D PixelArt Game with AI-Controlled NPCs
    Hi everyone, The game is called BrainsIAAndPixels: it's going to be a 3D title with a pixel art style (even though it's set in a 3D environment), where NPCs won't be rigidly "scripted" but will instead be controlled by real artificial intelligence using pre-trained models running locally. The goal is to create a game where NPCs understand and react to what happens around them, rather than just following a fixed pattern. I'm using Python in Godot, and the AI part relies on ONNX models. Right now, I'm setting up the development environment, testing the AI integration, and building the foundations. The plot and genre aren't fully defined yet (I'm torn between survival, something narrative-driven, or similar), so any ideas are more than welcome. Thanks!  ( 3 min )
    Salesforce Events in Brazil for 2025
    Salesforce events provide invaluable opportunities to stay on top of CRM trends, develop skills, and network with industry experts. In Brazil, the 2025 calendar features major gatherings such as the Agentforce Tour — evolved from the historic Salesforce World Tour Brazil — alongside vibrant Trailblazer Community Meetups across the country. These events are perfect for CRM professionals, developers, and businesses looking to harness the full power of Salesforce innovation. Types of Salesforce Events in Brazil Agentforce Tour Florianópolis 2025 Agentforce Tour Fortaleza 2025 Dreamforce 2025 – Join from Brazil Online Trailblazer Community Meetups in Brazil 2025 Conclusion: Why Attend Salesforce Events in Brazil in 2025? Brazil’s Salesforce event calendar for 2025 brings a dynamic mix of larg…  ( 5 min )
    Which is the best Agile certification for Project Managers?
    Introduction: In today’s fast-paced digital world, traditional project management methods are no longer enough. Organizations are shifting towards Agile methodologies to stay competitive, improve flexibility, and accelerate delivery. For project managers aiming to remain relevant and lead high-performing teams, Agile certification is no longer optional; it’s essential. Certified Scrum Master certification, and Product Owner certification, how do you choose the best one? According to a PMI report, more than 70% of organizations use Agile approaches in some form. Project managers with Agile certifications are in high demand across industries such as software, finance, healthcare, retail, and even government sectors. Better team collaboration and productivity Improved project delivery speed…  ( 6 min )
    How to Test and Debug Servers with Postman MCP Client, A Step by Step guide.
    In the contemporary landscape of software engineering, particularly with the ascendance of microservices architecture and intricate API integrations, the capacity for rigorous testing and effective debugging of server-side applications is of paramount importance. Application Programming Interfaces (APIs) serve as the critical communicative conduits between disparate software components. Ensuring their correct, reliable, and efficient operation is non-negotiable for system integrity and performance. Postman has distinguished itself as an essential instrument for developers and quality assurance professionals engaging with APIs. It offers a sophisticated, yet intuitively designed, platform for dispatching HTTP requests, meticulously inspecting server responses, automating test suites, and sy…  ( 12 min )
    Automating Random Backdated Git Commits with Node.js
    Ever wondered how to fill your GitHub contribution graph with meaningful (or fun) commits? Maybe you’re building a Git-based visualizer, running simulations, or just learning how Git automation works. In this post, I’ll walk you through a Node.js script that generates random, backdated Git commits between two dates using simple-git, moment, and a few other handy libraries. / git-commit-generator 🕒 Git Random Commit Generator This project is a simple Node.js script that creates backdated Git commits with random timestamps between a defined start and end date. It can be useful for: Populating your GitHub contribution graph Testing Git behavior with historical data Learning how to automate Git via Node.js ⚠️ Use responsibly! This script is for educational and testing pu…  ( 4 min )
    Next-Gen WAF for Devs: Why SafeLine Is Gaining 16K+ GitHub Stars
    Ever worry about web attacks like SQL injection, XSS, or bot scrapers draining your server resources? SafeLine is a next-gen open-source Web Application Firewall (WAF) that’s been taking the dev and security community by storm — with 300K+ active installs and 16.3K+ GitHub stars, it's quickly become the go-to open-source WAF solution in the whole world. Whether you're defending APIs, business-critical systems, or microservices in the cloud, SafeLine delivers enterprise-grade protection in a clean, containerized, developer-friendly package. Before installation, make sure your environment is ready: OS: Linux CPU: x86_64 (with ssse3) or ARM64 Docker: v20.10.14+ Docker Compose: v2.0.0+ Resources: 1 CPU / 1 GB RAM / 5 GB Disk SafeLine offers 3 install modes: One-liner install (best fo…  ( 4 min )
    Accessibility Testing on Windows on Mac
    Today's note is about something that I, as a new Mac user, had to deal with while setting up my work environment. TL;DR: To run NVDA and JAWS on a Mac, you need to install Windows 11 for ARM in a virtual machine like UTM, and map a spare key to the Insert key with SharpKeys. According to the WebAIM Screen Reader User Survey #10, Windows-only screen readers NVDA and JAWS are used by the majority of users. Just like browsers, screen readers have differences in how they present information, so it's always a good idea to test your website or app using different browser/screen reader combinations. In addition, some of the styling, like box shadows, background images, and so on, is removed when Windows High Contrast Mode (WHCM) is enabled. Sadly, there is no alternative to the WHCM on the Mac. T…  ( 5 min )
    Discovering the Joy of Building Reliable Front-End Applications
    Understanding Elm's Architecture Elm’s disciplined approach to front-end development not only delivers bulletproof applications but also brings a genuine sense of satisfaction—a joy that comes from writing code that is inherently safe and predictable. For developers used to wrestling with unpredictable JavaScript quirks, Elm offers a refreshing path where every compilation is a small celebration. Introduction: Finding Joy in Elm’s Predictable Structure Elm’s Philosophy in a Nutshell: Model → Update → View Elm vs React/Redux: Architecture and Error Handling That Uplift Your Code Detailed Code Examples: Elm vs React in Action Elm’s Advantages & Disadvantages: An Honest Look at What Brings Joy—and What Doesn’t Final Thoughts: If It Compiles, It Works (Mostly) If you’ve spent any time in the…  ( 7 min )
    Can You Pass a List of Child Objects to a Parent Function in Java?
    When working with object-oriented programming in Java, it's common to encounter situations where you want to pass a collection of objects from a subclass (child) to a method that expects a collection of objects from a superclass (parent). This might seem straightforward, but the compilation error you're facing highlights a key aspect of Java's type system, particularly with generics. Understanding Java Generics Generics in Java provide a way to specify a type parameter when defining classes and methods. When you declare a method that takes a list of a specific type, such as List, it expects a list that strictly contains Parent objects, not Child objects. Even though Child is a subclass of Parent, List is not considered a subtype of List. This is due to Java's type sa…  ( 5 min )
    Top 25 Tricky C# Interview Questions (With Explanations and Code Examples)
    Preparing for a C# interview can be challenging, especially when the questions go beyond syntax and test your real-world problem-solving and conceptual understanding. Whether you're a beginner brushing up your skills or an experienced developer aiming for senior roles, mastering tricky C# questions is essential. In this blog, I’ve compiled 25 carefully selected C# interview questions that often trip up candidates—not just with clever wording, but with depth. Each question includes a clear explanation and a code example to help you not only understand the concept but also remember it in the long run. 1. Boxing/Unboxing Confusion object obj = 123; long l = (long)(int)obj; // Why the extra cast? Answer: Unboxing must match the exact type. You must unbox to int before casting to long. 2.…  ( 7 min )
    🌐📘 Building My First E-Commerce Product Page with HTML & CSS
    Hi DEV Community! I'm Tamil, currently learning Full Stack Java Development, and I just built my first mini-project — a simple e-commerce product display page using HTML & CSS. I’m excited to share what I’ve learned and built! 🔧 Project Overview This mini-project is an e-commerce product showcase for tech gadgets (headphones, earphones, etc.). It features: A clean product grid layout Stylish Buy Now buttons A responsive and simple design 🧱 Tech Stack HTML5 CSS3 (Flexbox + Grid) Designed and tested using VS Code and Chrome 🎯 Features Product Grid Layout: Used CSS Grid to align four products side by side. Button Styling: Created custom styled "Buy Now" buttons. ✅ What I Learned How to use CSS Grid and Flexbox effectively How to align elements properly across screen sizes Importance of visual structure and user-friendly layout Basics of UI planning 💬 What's Next? In the next step, I plan to: Add a responsive navigation bar Connect it with JavaScript for cart functionality Later, integrate it with a backend using Java + Spring Boot 🙌 Final Thoughts I’m proud of how this project turned out — it's simple but helped me understand core HTML/CSS concepts. If you're also starting your web development journey, this is a great beginner project to try! Let me know your thoughts or suggestions in the comments. Happy coding! 🌟  ( 3 min )
    How to Cross-Compile Go Applications for ARM64 with CGO_ENABLED=1
    Introduction If you're developing Go applications and want to run them on ARM64 architecture, especially within environments like AWS Lambda, cross-compiling can be a bit tricky, particularly when you involve CGO. In this guide, I'll walk you through the process of cross-compiling your Go application with CGO_ENABLED=1, targeting ARM64 architecture from an AMD64 Jenkins agent. Understanding the Need for Cross-Compilation Cross-compiling is essential when you're developing applications on a different architecture than the one they're intended to run on. For instance, you might be developing on an AMD64 system (like most PCs) but want your application to run on an ARM64 architecture, such as AWS Lambda functions. Using CGO_ENABLED=1 specifies that you want to enable CGO, which allows Go to c…  ( 5 min )
    MongoDB Views or Materialized Views: When to Use?
    Intoduction MongoDB offers powerful tools to simplify data access and improve performance. Among these tools are Standard Views and Materialized Views, two approaches that allow you to shape how data is read and presented, each with its own trade-offs and use cases. In this article, we’ll explore the differences between the two and when to use each effectively. I created a small Node.js server to compare between them and guide you how to create and refresh both programmatically, Find it here. So, you're working with MongoDB and hear about these "view" things. Are they the same? Not quite. A MongoDB Standard View (or MongoDB View) is essentially a saved query (aggregation pipeline). It acts like a virtual collection. When you query the view, MongoDB runs the saved query against the real c…  ( 11 min )
    Unlocking Space-Efficient Magic: A Deep Dive into Bloom Filters
    By someone who’s tired of over-allocating hash sets for no good reason. A Bloom Filter is a probabilistic data structure used to test set membership. It’s: Space-efficient ✅ Extremely fast ✅ Allows false positives ❌ Never has false negatives ✅ You can ask: "Is element X in the set?" and it will either say: Definitely not Possibly yes It trades 100% accuracy for massive space and time savings. Use Case Why Bloom Filter? Caches (e.g., CDN, Memcached) Avoid unnecessary DB hits for missing keys Web crawlers Don't reprocess already seen URLs Spell-checkers Fast word lookup with compact storage Distributed systems (e.g., Bigtable, Cassandra) Avoid cross-node calls for missing data Blockchain (Bitcoin/SPV) Verify transactions without full node A Bloom filter uses: A bit array of…  ( 5 min )
    Why You Should Use function_exists in Your PHP Helpers
    In Laravel projects or any large scale PHP application it's common to create helper files that contain reusable functions. These helpers make your code cleaner and more efficient. But there's a common issue, defining the same function more than once will cause a Fatal error.. What's the problem? If the same function is declared twice, PHP will throw an error like this: Fatal error: Cannot redeclare function_name() This often happens because of: Repeated includes: Package conflicts: The safe solution To prevent this issue, wrap your helper functions like this: if (!function_exists('sayHello')) { function sayHello() { return 'Hello!'; } } This way, if the function already exists, PHP will skip redefining it, and your app will keep running smoothly. In Laravel projects Even with Laravel’s powerful autoloading and service container, this pattern is essential. It keeps your project safe from unexpected conflicts and ensures maximum compatibility especially when working with custom helpers or external packages. Summary: function_exists It’s a small thing that can save you from big problems.  ( 3 min )
    How to Pass AWS Certifications
    I want to talk about the strategy I used to pass four AWS certifications on the first attempt and what I would recommend as a good path to do it. Firstly, this write-up assumes you have basic computer literacy and know the basics of computing. Course Recommendation For using a course to learn the topics and materials, I strongly recommend Adrian Cantrill. Adrian’s courses are very detailed. He goes over the actual services and how they work, their limitations, use cases, and how they interact with other services to architect business needs. Furthermore, the courses offered by Adrian contain ample hands-on labs that help solidify the topics you have just learned. Additionally, there is often “exam power-ups” mentioned in the course which are key items to pay attention to when giving conside…  ( 4 min )
    OAuth 1.0 vs OAuth 2.0 in .NET Core
    In today’s digital ecosystem, securing user data and authenticating access to APIs is more crucial than ever. OAuth has become the standard protocol for authorization across web and mobile applications. However, with two major versions—OAuth 1.0 and OAuth 2.0—developers often wonder about the differences and which one suits their application best. In this blog, we’ll break down the key differences between OAuth 1.0 and OAuth 2.0, especially in the context of .NET Core development. Whether you're integrating third-party logins or securing your APIs, understanding these protocols will help you make informed security choices. Here’s a concise yet clear comparison between OAuth 1.0 and OAuth 2.0, specifically in the context of .NET Core development: Feature OAuth 1.0 OAuth 2.0 Protocol …  ( 4 min )
    Between You and the Server...
    How Man-in-the-Middle Attacks Work And How to Stop Them “In the digital realm, trust is the handshake that makes the internet work. A MITM attack? That’s someone silently slipping on gloves during that handshake.” 🌍 Welcome to the Digital AgeAnd Its Shadows 🧅 What Is a Man-in-the-Middle Attack? 🕸️ Real-World MITM Attack Scenarios 1. Public Wi-Fi Traps 2. Session Hijacking 3. HTTPS Downgrade (SSL Stripping/ Secure Sockets Layer Stripping) Common MITM Techniques Packet sniffing is like overhearing conversations in a crowded café if the data isn’t encrypted, anyone nearby can listen. This technique involves monitoring network traffic to capture sensitive information such as login credentials, session cookies, and unencrypted messages. It is especially effective on unsecured networks. To …  ( 5 min )
    Under the Hood: How Tesla Powers its Android App with React Native
    Analysis of Tesla's Android App Tech Stack Tesla is widely known as a leader in electric vehicle innovation React Native's official showcase as a prominent success story. WhatStack Tesla page. Tesla's app employs a total of 123 technology stacks, A noteworthy point is Tesla's extensive use of Expo libraries. expo-filesystem, expo-location, and expo-media-library, To ensure reliability and stability, Tesla strategically utilizes enterprise-grade technology stacks. Notably, Tesla employs Stripe as its payment service, ensuring exceptional stability and security. Stripe is a global payment system capable of reliably handling financial transactions across various countries. In authentication, Tesla notably uses Auth0, which is an interesting technical choice. Persona for simplified and secure user identity verification and authentication processes. Tesla's reasons for adopting React Native as a core technology are clear: the ability to efficiently manage both Android and iOS platforms from a single codebase, coupled with the powerful flexibility to enable continuous updates and innovation. By effectively combining React Native technology with trusted enterprise solutions, Tesla achieves an ideal balance of innovation and quality. Through this tech stack analysis of Tesla's Android app, we've seen how effectively React Native can be utilized in a real-world enterprise environment. As a prime example highlighting the strengths of React Native, Tesla's app provides valuable insights into developing effective mobile app strategies. For more information on the tech stacks of various apps, visit WhatStack.  ( 4 min )
    A Comprehensive Guide to Building a Deep Research Agent with Qwen3 Locally
    Introduction Qwen 3 is here and it's impressive. As a powerful local LLM, it inspired me to put it to the test with a real-world project: building a local deep research assistant. In this blog, I’ll walk you through creating one from scratch using Qwen3 with Ollama. You’ll also learn how to build smart workflows with LangGraph and track everything in a clean, user-friendly interface in LangGraph—all following practical, real-world methods. Sound exciting? Let’s get started by looking at how it all works! Local Deep Researcher is inspired by IterDRAG. We will be using IterDRAG approach to build our agent. Here is a simple diagram to help you understand the flow in terms of langraph. In this approach we will decompose a query into sub-queries, retrieve documents for each one, answer th…  ( 12 min )
    🚀 Day 1 of My 30-Day Core Java Challenge – Learning with Udemy!
    Hey Devs! 👋 Today marks Day 1 of my 30-Day Core Java Challenge! 💻☕ I’ve decided to commit the next 30 days to learning Core Java to strengthen my fundamentals and grow as a developer. 📚 What I'm Using to Learn Java basics & syntax Object-Oriented Programming (OOP) Collections Exception handling File I/O And more! 🎯 My Goals for This Challenge Study Java every day (even if just for 30 minutes) Build mini projects** along the way Share my daily progress here to stay accountable Ask questions and connect with others learning Java ✅ Day 1 Progress Installed JDK & setup IntelliJ IDEA Learned about the Java Virtual Machine (JVM), JRE & JDK Wrote my first Hello World program 🎉 java public class Main { public static void main(String[] args) { System.out.println("Hello, Java!"); } }  ( 3 min )
    Uniapp Development Tutorial for HarmonyOS Applications - Optional api and Composite api
    Hello everyone. A couple of days ago, I talked about the basic layout and custom navigation bar when developing HarmonyOS applications through Uniapp. Both of these were limited to the development on the page. Today, we attempt to perform some data operations to share the contents of the optional API and the composite API. The script code part of the homepage project code we initialized is usually like this: export default { data() { return { title: 'Hello', } }, onLoad() { }, methods: { } } It can be seen that it is divided into three parts. As the name suggests, the data part is used to store data, onLoad is the event executed when the page is loaded, and methods is used to store event methods. Write a simple demo: Define a variable …  ( 4 min )
    🌐 From Zero to Web Hero: Mastering HTML, CSS & JavaScript in Style 💻✨
    Are you ready to start your journey into the world of web development? Whether you're a complete beginner or someone looking to solidify your front-end skills, this guide is for you! 🚀 Web development is one of the most in-demand and creative career paths today, and it all begins with three core technologies: HTML, CSS, and JavaScript. Let’s break it down 👇 🧱 HTML – The Foundation of Every Web Page ✅ Learn to: Structure a basic web page Use semantic tags like , , and Organize content with lists, tables, and forms 📌 Tip: Always write clean, readable HTML—it’s the first step toward accessible and SEO-friendly websites. 🎨 CSS – Styling Your Digital Canvas ✅ Learn to: Style elements with selectors, classes, and IDs Use Flexbox and Grid for layout Build responsive designs with media queries Add animations and transitions for interactivity 🎨 Fun fact: With just CSS, you can create complex UI components without a single line of JavaScript! ⚙️ JavaScript – Bringing Your Site to Life ✅_ Learn to:_ Use variables, functions, loops, and conditions Manipulate the DOM (Document Object Model) Handle user events like clicks and form inputs Fetch data from APIs using fetch() or axios 🧠 Pro tip: Practice small JavaScript projects like a to-do list, calculator, or interactive quiz to strengthen your skills. 🛠️ Tools You Should Explore Along the Way 💻 VS Code – Lightweight and powerful code editor 🔄 Git & GitHub – Version control and collaboration 🎨 Chrome DevTools – Debug and optimize in the browser 📱 Responsive Design Principles – Build for mobile and desktop 🧭** What Comes Next?** 📦 Learn Bootstrap or Tailwind CSS for faster styling ⚛️ Dive into JavaScript frameworks like React, Vue, or Angular 🔄 Build projects that use REST APIs 🔐 Understand basic security practices for web apps 🧪 Learn testing and deployment 🌟 Final Thoughts Keep building. Keep breaking things. Keep learning. Every expert was once a beginner. 💪  ( 4 min )
    How to Fix 'No Such Module Social' Error in Swift?
    When working on your Swift project, encountering the 'No such module Social' error can be frustrating, especially if you've already linked the framework correctly. This issue typically arises due to misconfigurations in your Xcode project settings or issues with the framework you've included. In this article, we will delve into why this error can occur and provide you with clear, step-by-step solutions to ensure Xcode recognizes your framework correctly. Understanding the 'No Such Module' Error The 'No such module' error in Swift indicates that the compiler cannot find the specified module. This can occur for several reasons, even if it seems like you have added the framework properly to your project. Common reasons include: The module is not correctly linked in the target settings. The fr…  ( 5 min )
    Unveiling Academic Free License 3.0: A Comprehensive Deep Dive into Open Source Fair Code Licensing
    Abstract This post provides an in-depth exploration of the Academic Free License 3.0 (AFL 3.0) as a cutting-edge legal framework for open source and fair code licensing. We cover its background, core features, practical applications, challenges, and future prospects. By comparing it with other licenses such as the MIT License and GNU GPL, and discussing its potential integration with blockchain-based compensation mechanisms, the post offers an accessible yet technical analysis. Through tables, bullet lists, and useful links to authoritative sources like the Official AFL 3.0 documentation, GitHub License Usage, and OCTL Whitepaper, readers will gain a holistic understanding of AFL 3.0's role in fostering sustainable developer collaboration and protection. In today's rapidly evolving lands…  ( 9 min )
    How Developers Should Test ?
    Testing is one of the most important skills every developer should master. Yet, it is often overlooked or rushed. Good testing saves time, reduces bugs, and makes your code more reliable and your life easier! Why Testing Matters Imagine you build a feature and it works perfectly on your machine. But when it goes live, users find bugs. Testing helps catch those bugs before your users do. Benefits of testing: Catches bugs early Makes code easier to maintain Gives confidence to add new features Helps others understand your code Types of Testing Every Developer Should Know 1. Manual Testing You run the app and try different things yourself. Good for quick checks and UI testing. But it is slow and error-prone if you rely on it alone. 2. Aut…  ( 4 min )
    RAG Is Dead? Gemini 2.0 Flash Just Changed Everything!
    For years, Retrieval-Augmented Generation (RAG) has been at the core of many advanced AI systems. It provided a smart way for models to retrieve relevant documents and generate answers based on that data — allowing AI to access fresh, real-world information without retraining. But now, with the launch of Gemini 2.0 Flash, a question looms large in the AI community: Let’s break it down. 🔍 What is RAG and Why Was It a Big Deal? Think of it as an AI with a smart search engine in its brain. It was especially useful in: Enterprise search tools 🚀 What is Gemini 2.0 Flash? But don’t let the word “Flash” fool you. It’s not just about speed. It combines: Long-context understanding 💥 So, Is RAG Really Dead? Gemini Flash isn’t just competing with RAG. Instead of setting up a full retrieval pipeline — with vector stores, chunking, embeddings, re-ranking, etc. — Gemini Flash can ingest large documents directly, remember what matters, and answer complex questions in real-time. That means: Less engineering overhead 🧠 Why This Matters for Developers and Businesses For businesses, this translates to: Faster time to market 🔮 The Future: RAG 2.0 or No RAG at All? Models like Gemini 2.0 Flash are making RAG optional, not essential. We’re entering a new era where LLMs are becoming self-reliant, real-time, and capable of processing massive amounts of information without help from external retrieval tools. 🧩 Final Thoughts Gemini 2.0 Flash isn’t just fast. It’s redefining the architecture of how we build with AI. So the question isn’t just “Is RAG dead?”  ( 4 min )
    How to Add and Remove Border on Click with CSS and JavaScript
    When you want to draw a user’s attention to an element on your webpage, adding and removing a border can be an effective visual cue. In this article, I will guide you through how to seamlessly integrate an interactive feature where clicking on a paragraph element will add a border to a div element, which will then disappear after one second. This approach not only enhances user experience but also emphasizes important sections on the page. Why Use Borders for Attention? Using borders as a visual indicator can significantly improve user engagement. When a border appears around a particular element in response to user interaction, it can signal that something important is happening or needs attention. This technique can be particularly useful in forms, alerts, or any interactive content on a…  ( 4 min )
    Unveiling Reciprocal Public License 1.5: A Deep Dive into Fair Code, Open Source Sustainability, and Innovation
    Abstract: In this post, we explore the Reciprocal Public License 1.5 (RPL 1.5), an innovative open source and fair code license. We discuss its background, core concepts, and how its reciprocal nature protects developers from exploitation. In addition, we compare RPL 1.5 with other popular licenses, examine practical applications, highlight the challenges of adoption, and offer insights into future trends. Drawing from authoritative resources such as OSI Licenses and selected articles on License Token, this technical yet accessible guide offers a comprehensive look into the evolving world of open source licensing. Open source licensing plays a critical role in the software development ecosystem. With a growing need for sustainable funding, equitable contributions, and protection for devel…  ( 9 min )
    Story of CocoIndex, at 1k stars 🎉
    We have been working on CocoIndex - a real-time data framework for AI for a while, with lots of excitement from the community. We officially crossed 1k stars earlier this week. Huge thanks to everyone who starred, forked, contributed, or shared the love ❤️! CocoIndex is an ultra performant data transformation framework, with its core engine written in Rust. The problem it tries to solve is to make it easy to prepare fresh data for AI - either creating embedding, building knowledge graphs, or performing other data transformations - and take real-time data pipelines beyond traditional SQL. The philosophy is to have the framework handle the source updates, and having developers only worry about defining a series of data transformation, inspired by spreadsheet. Here's a bit history about our …  ( 5 min )
    How to Troubleshoot ASAN Logging Issues in C Daemons
    Introduction When developing a Linux daemon utilizing AddressSanitizer (ASAN) for debugging memory issues, encountering problems with ASAN logging can be frustrating. You seem to be facing an unusual problem where ASAN fails to log crashes when detect_leaks=0, yet it works perfectly when this option is enabled. Let’s explore this issue in detail. Understanding ASAN and LeakSanitizer AddressSanitizer (ASAN) is a memory error detector that helps identify issues like buffer overflows, use-after-free errors, and memory leaks. LeakSanitizer (LSAN) is a tool that works in conjunction with ASAN to find memory leaks, but it can introduce additional overhead. The logging issues you’re experiencing might stem from the interplay of ASAN and LSAN options. Specifically, setting detect_leaks=0 should id…  ( 5 min )
    Unveiling Open Software License 3.0: A Comprehensive Summary, Exploration and Review
    Abstract: This post provides an in‐depth examination of the Open Software License 3.0 (OSL 3.0). We cover its origins, core concepts, dual licensing approach, compensation mechanisms, and challenges. Backed by recent comparative analyses and community reflections, we also explore practical use cases and future trends in open source licensing. This article is designed for software developers, legal professionals, and technology enthusiasts who wish to better understand fair code licensing models and blockchain‐enhanced compensation frameworks. Open source software continues to evolve, and with it, software licensing plays a critical role in shaping collaboration and economic fairness. The Open Software License 3.0 (OSL 3.0) is an innovative legal framework that balances community openness …  ( 8 min )
    🌟 Understanding the 4 Main Concepts of Object-Oriented Programming (OOP) with Examples
    Object-Oriented Programming (OOP) is a popular programming paradigm based on the concept of “objects.” It makes code reusable, modular, and easier to maintain. In this blog, we’ll dive into the 4 main pillars of OOP: 🔹 Encapsulation We'll explore each with simple JavaScript examples to make them easier to understand. 1️⃣ Encapsulation — Hiding the Complexity Example: class Person { constructor(name, age) { this._name = name; this._age = age; } getDetails() { return `${this._name} is ${this._age} years old.`; } setAge(newAge) { if (newAge > 0) { this._age = newAge; } } } const person = new Person("Afsar", 22); console.log(person.getDetails()); // Afsar is 22 years old person.setAge(25); console.log(person.getDetails()); // Afsar is 25 years old 🔒 …  ( 4 min )
    An Essential Mobile App Performance Testing Checklist
    Mobile app performance is crucial. A mobile app’s performance must enable perfect user experiences regardless of the app’s goal, intended audience, or nature. If an app has poor functionality, it doesn’t matter how modern it looks or how many different fonts it uses. It must function well across numerous operating systems, technological settings, and slow network conditions. How can you ensure effective mobile app functionality? Through mobile app performance testing. When you perform quality mobile app testing, you can be sure that your app’s performance will improve immensely. The following checklist will help you perform quality test automation to improve app performance: Support for Multiple Operating Systems You must test your software thoroughly on various platforms, including iOS, W…  ( 5 min )
    How an API Works in a 2 min tutorial👨‍🏫📓.
    Mastering APIs with a Simple Restaurant Analogy By Dhanian | Author of How APIs Work: The Invisible Force Behind Modern Apps APIs power nearly every app you use today—from weather updates to payment systems. But what is an API, and how does it work? Let’s break it down using a familiar setting: a restaurant. This analogy will help you visualize the invisible magic behind software communication. An API (Application Programming Interface) is a bridge that allows two systems to communicate. Think of it as a messenger that delivers your request to a system and returns the response back to you. In software terms: The client (like your app or browser) wants something. The API receives the request and talks to the server. The server sends back data via the API. restaurant to understand how APIs …  ( 4 min )
    What the Heck Are @layer in Tailwind? (And How I Finally Got It)
    At first, I didn’t really understand what the purpose of the layers in Tailwind’s CSS system was. I saw @layer base, @layer components, and @layer utilities in examples and documentation, but I didn’t know when or why to use them, or what would happen if I ignored them completely. I was just adding my custom CSS and utility classes to the app.css file without structure, and it seemed to work—until I started running into problems with class conflicts, ordering issues, and styles not applying consistently. Understanding the Purpose of Layers What Goes in Each Layer Then there’s @layer components, which is the perfect place for your custom reusable class-based styles—like buttons, input fields, form groups, cards, badges, and so on. These aren’t global resets; they’re building blocks made up …  ( 4 min )
    Language Learning Bot - Amazon Q Developer
    Language Learning Bot - Amazon Q Developer This is a submission for the Amazon Q Developer https://dev.to/challenges/aws-amazon-q-v2025-04-30 What I Built Built using Python, Streamlit, and AWS (Translate & Polly), it offers an intuitive interface for translating English text into several languages and listening to the correct pronunciation. It's an ideal foundation for educational tools, language learning platforms, or voice-enabled applications. Key Features Demo https://drive.google.com/file/d/1azxYjryMgyX_1Nf05ox8h829AUIU7Og9/view?usp=sharing Code Repository https://github.com/MahalakshmiM54/Language-learning-bot How I Used Amazon Q Developer 🧠 Refactoring Python logic to streamline AWS Translate and Polly calls Amazon Q Developer significantly accelerated development by offering real-time coding suggestions, bug fixes, and architectural advice — all directly from the command line. Final Thoughts I'm proud of how seamlessly the bot handles translation and speech synthesis, and I'm excited to enhance it further—possibly by adding speech input, progress tracking for learners, and more supported languages. 👩‍💻 Individual Submission 💡 Tips & Insights Use inline suggestions to quickly resolve syntax issues or logic bugs, especially when working with external libraries like boto3. Take advantage of real-time CLI support to configure cloud resources without leaving your development environment. Boost efficiency by letting Amazon Q handle repetitive setup and error handling, so you can stay focused on building features that matter. Collaborated with teammate: https://dev.to/ganga_sris_249f4b671caaa 📬 Let's Connect https://github.com/MahalakshmiM54 https://www.linkedin.com/in/maha-lakshmi-8a85382a6/ https://dev.to/maha_lakshmi_dd37d543f7c9  ( 4 min )
    How to Manage Empty Headers and Footers in Word with C#
    Introduction When working with Word documents programmatically in C#, specifically using the Microsoft.Office.Interop.Word library, you might encounter scenarios where you need to manipulate headers and footers. A common challenge is how to check or remove an empty header or footer without inadvertently creating one. If you're developing a WPF application targeting Microsoft Word 2007 and higher, this guide will help you understand the intricacies of managing headers and footers efficiently. Understanding Headers and Footers in Word Headers and footers in Word documents contain content that appears at the top or bottom of each page. However, accessing these areas through interop code often leads to certain unintended behaviors. For example, accessing a header or footer might create an empt…  ( 4 min )
    Building an A2A Currency Agent with LangGraph
    This guide provides a detailed explanation of how to build an A2A-compliant agent using LangGraph and the Google Gemini model. We'll walk through the Currency Agent example from the A2A Python SDK, explaining each component, the flow of data, and how the A2A protocol facilitates agent interactions. Overview Architecture Setup and Installation Agent Card and Skills Currency Agent Agent Executor Helpers Flow of Execution Client Interaction Streaming Multi-turn Conversations Next Steps The Currency Agent is a specialized agent that helps with currency conversions. It leverages: A2A Protocol: For standardized communication LangGraph: For orchestrating the agent's reasoning Google's Gemini Model: As the reasoning engine External API: To fetch real-time exchange rates This example demonstrates s…  ( 8 min )
    Implementing Sign in with Apple in Laravel REST API
    To implement Sign in with Apple functionality in your Laravel REST API, you'll need to follow these steps: Prerequisites An Apple Developer account A registered app in Apple Developer portal Laravel 8.x or higher PHP 7.4 or higher Setup Apple Developer Configuration Go to Apple Developer Portal Create a new App ID with "Sign In with Apple" capability enabled Note your Service ID (e.g., com.example.app) Generate a private key for "Sign In with Apple" and download it Install Required Packages composer require laravel/socialite Configuration Add these to your .env file: APPLE_CLIENT_ID=nz.co.fskills.app APPLE_TEAM_ID=J43F88Y4BH APPLE_KEY_ID=CLU5NYTK5P APPLE_PRIVATE_KEY_PATH=storage/apple_private_key.pem storage/apple_private_key.pem -----BEGIN PRIVATE KEY----- Eapmple key -----END …  ( 3 min )
    Here's Why You Should Still Care About Creating Wireframes
    Recently, on LinkedIn, I've been seeing the posting from Duolingo's team about how they have decided to do away with the whole UX wireframing process. While that might sound rather controversial to most folks, as an experienced professional, I actually do kinda understand where they might be coming from. You must understand that I've been drawing UX wireframes since early 2006. That's almost two decades now. I've done so many wireframes that by now, a lot of what I can do on paper using sketches or even the digital form, I can mentally visualize them inside my head, and I can convert most of them smoothly into UI prototypes. But that is only because of a few factors: I've been doing this a long time. I've become very good at anticipating what a potential user would want. I can easily visua…  ( 6 min )
    How I Got Funded for My Startup Through a Hackathon Win
    A year ago, I was just another aspiring entrepreneur with a rough prototype and a dream. Today, I’m running a funded startup, growing a team, and solving a real-world problem I care deeply about. The turning point? A weekend hackathon that changed everything. The Backstory: From Idea to Execution I had a basic MVP, a few sketches, and a lot of late nights fueled by coffee and code. But it wasn’t until I stumbled across a local hackathon that everything started to shift. Enter the Hackathon Over 48 hours, my small team (a designer friend and a college buddy who could code like lightning) pulled off a miracle. We turned my rough MVP into a functional demo, ironed out a compelling pitch, and presented it to a panel of judges — including venture capitalists, product managers, and seasoned foun…  ( 4 min )
    🎬 I Built a YouTube Clone
    React. TypeScript. Next.js. Tailwind. Framer Motion. Hey fellow devs! 👋 I recently embarked on a wild ride: building a YouTube clone from scratch. Why? Because watching YouTube wasn’t enough. I wanted to become YouTube (minus the billion-dollar budget and the legal team). Here’s how I did it, what I learned, and how many times I yelled “why is this not working?!” into the void. Github Repository - https://github.com/SoorajSNBlaze333/youtube-video-view Live App - https://y-video-clone-two.vercel.app Ah, Week 1. Back when I thought this would be easy. React (because I’m not a monster) TypeScript (because I love suffering with strict types) Next.js (SSR, baby!) Tailwind CSS (utility classes = sanity) Framer Motion (because even my modals deserve personality) Creating a responsive layout. Ma…  ( 5 min )
    How to Retrieve Hierarchical Flex Values in Oracle EBS?
    Introduction If you’re new to Oracle and Oracle E-Business Suite (EBS) R12, navigating its data structures can initially seem daunting, especially when it comes to retrieving hierarchical data. In this article, we’ll explore how you can list flexible values from the FND_FLEX_VALUES_VL view in a hierarchical manner. Understanding the relationships between these flexible values is crucial for creating effective reports in Oracle EBS. In particular, we’ll look at how to leverage the FND_FLEX_VALUE_NORM_HIERARCHY table and the FND_FLEX_VALUE_CHILDREN_V view to construct a query that captures the entire hierarchy. Why Using Hierarchical Queries is Important Hierarchical queries allow you to see data in a parent-child relationship, making it easier to understand the structure of complex datasets…  ( 4 min )
    𝐀 𝐅𝐮𝐥𝐥𝐲 𝐋𝐨𝐜𝐚𝐥 𝐀𝐈 𝐂𝐡𝐚𝐭𝐛𝐨𝐭 𝐔𝐬𝐢𝐧𝐠 𝐎𝐥𝐥𝐚𝐦𝐚, 𝐋𝐚𝐧𝐠𝐂𝐡𝐚𝐢𝐧 & 𝐂𝐡𝐫𝐨𝐦𝐚𝐃𝐁
    🚀 Today, I got hands-on with a Retrieval-Augmented Generation (RAG) setup that runs entirely offline. I built a private AI assistant that can answer questions from Markdown and PDF documentation — no cloud, no API keys. 🧱 Ollama for local LLM & embedding Key features: 🧠 How This Local RAG Chatbot Works (Summary) 1) Upload Your Docs 2) Chunking + Embedding 3) Store in Chroma Vector DB 4) Ask Natural Questions 5) Answer with LLM + Memory 6) Sources Included Display answer + source documents in Streamlit 💬 Example Prompts "What is a microservice?" Honestly, this was one of those projects that reminded me how far local AI tools have come. No cloud APIs, no fancy GPU rig — just a regular laptop, and I was able to build a fully working RAG chatbot that reads my docs and gives solid, contextual answers. If you’ve ever wanted to interact with your own knowledge base — internal docs, PDFs, notes — in a more natural way, this setup is 100% worth trying. It's private, surprisingly fast, and honestly, kind of fun to put together.  ( 4 min )
    Unveiling GNU Free Documentation License 1.3: A Comprehensive Exploration of Its Depths, Applications, and Future Trends
    Abstract This post provides an in-depth look at GNU Free Documentation License (GFDL) 1.3. It covers the origins of the license, its core concepts, features, use cases, and limitations. We also discuss challenges, dual licensing debates, and future outlooks in a rapidly evolving documentation ecosystem. The discussion blends historical context, technical details, and governance issues while providing practical examples, tables, and bullet lists for clarity. Throughout the post, we include insights from related open source and fair code licensing debates to help readers understand the impact of GFDL 1.3 and its role in promoting software and documentation freedom. The GNU Free Documentation License (GFDL) 1.3 is a pivotal legal instrument crafted to guarantee that documentation remains fr…  ( 8 min )
    How Can Iterative Closest Point (ICP) Handle Occlusions?
    Understanding the ICP Algorithm The Iterative Closest Point (ICP) algorithm is widely used for aligning 3D models and point clouds. Its primary function is to minimize the distance between the observed dataset and a reference model, ensuring seamless registration in applications like robotics and computer vision. However, when occlusions occur in the observed dataset, the performance of ICP can degrade significantly. In this article, we will explore why this happens, and suggest some ways to enhance the robustness of your ICP implementation in MATLAB. What's Happening with ICP and Occlusions? When the dataset does not fully capture the geometry of the object (such as an aircraft), certain regions are occluded, leading to incomplete data. ICP relies heavily on finding the closest points bet…  ( 5 min )
    How to Use Excel YEAR Function?
    The YEAR function in Excel is a simple yet powerful tool used to extract the year from a given input date. This function is extremely useful when you are working with dates and need to separate or analyze the year part individually. Objective Value Returned by function Aim to returns the year value YEAR function in excel will return year value in 4 digits from the given input date. The YEAR function was introduced in Excel version 1.0, which was released in 1985 for Macintosh and 1987 for Windows. =YEAR(serial_number) // Serial_number or Excel Date Value serial_number: It refers to a valid Excel date from which you want to extract the year. If the serial_number value is a invalid date or a text value and then YEAR function will return the #VALUE! error. The list of supported i…  ( 6 min )
    Unveiling CDDL 1.1: A Deep Dive into Open Source Licensing, Developer Compensation, and Fair Code Practices
    Abstract: This post explores the Common Development and Distribution License (CDDL) 1.1. We review its history, core features, applications, challenges, and future outlook. With a detailed comparison to alternative licenses and blockchain-based innovations like the License Token (OCTL) models, we explain how CDDL 1.1 impacts developer compensation and fair code practices. Using clear short sentences and illustrative tables and bullet lists, we deliver an accessible yet technical overview for developers, legal professionals, and technology enthusiasts interested in open source funding, dual licensing, and blockchain integration. Open source software development benefits from licenses that protect developer contributions while promoting collaboration. The Common Development and Distribution…  ( 9 min )
    How to Fix 'No Anonymous Block Parameter' in Hanami Ruby
    When working with the Hanami framework in Ruby, validating parameters is an essential task to ensure the integrity of the data your applications handle. If you've encountered the error 'no anonymous block parameter' while validating your parameters, you're not alone. This common issue arises due to the way blocks are defined and used in Ruby. Understanding the 'No Anonymous Block Parameter' Error In Ruby, when you define a method that takes a block, you generally have to capture that block using a block parameter. The error 'no anonymous block parameter' suggests that the block you're trying to define doesn't have an associated variable to hold the block context. Without this, Ruby cannot process the block correctly, leading to the error. Common Scenario of the Error Let's take a look at t…  ( 4 min )
    Next.js Setup Guide for Developers
    This Post provides a step-by-step guide for setting up the next-hello-world project using Next.js with TypeScript, creating a Git repository, and uploading your code for the first time. Creating a Next.js Project with TypeScript Creating a New Private Git Repository Setting Up Git Configuration for This Project Uploading Your Local Code to Git for the First Time Next Steps Node.js 18.17 or later installed npm or yarn package manager Run the following command in your terminal: npx create-next-app@latest next-hello-world You'll be prompted with several options. Here are the recommended choices for our project: Would you like to use TypeScript? › Yes Would you like to use ESLint? › Yes Would you like to use Tailwind CSS? › Yes (recommended for UI development) Would you like to use `src/` dir…  ( 5 min )
    How to Fix SQL Search Queries with Wildcards in PHP
    In this article, we'll explore how to effectively use wildcards in SQL queries, specifically focusing on creating a search box in PHP that accepts multiple parameters. If your SQL search box is not returning results as expected when using the LIKE wildcard, you might not be formatting your SQL query properly. Here, we'll break down your PHP function and provide a solution for implementing wildcards correctly. Introduction to SQL Wildcards Wildcards are essential in SQL when you want to match a specific pattern. In a search functionality like yours, combining them with parameters provides users with a flexible way to search for items, such as products. Issue Breakdown From your code, it looks like you are trying to search ads with a specific Category, College_id, and a textstring that could…  ( 4 min )
    Machine Learning testing strategies
    Testing Machine Learning Models Model Accuracy Using special test data to see how well a model works. Measuring results with scores like precision, recall, and accuracy. Robustness Using tools like Great Expectations to check the quality of data. Making sure models work well even with tricky or unusual inputs. Bias and Fairness Using tools like IBM AIF360, Google What-If, and Microsoft Fairlearn to find and fix unfairness in models. Integration Testing how applications work with systems like EHR (Electronic Health Records). Ensuring smooth data sharing and system compatibility. Monitoring Keeping an eye on how models behave over time. Using tools like Amazon SageMaker Model Monitor to spot problems. Regulatory Compliance Making sure AI follows important rules like HIPAA and protects personal data. Keeping sensitive information safe with strong security measures.  ( 3 min )
    How to Create a Vertical Dotted Line with CSS
    Creating a vertical dotted line down the center of a webpage can enhance the layout and guide users' eyes. If you’re wondering how to achieve this effect with CSS, you’ll be pleased to know that there are straightforward methods that don’t require images. In this article, we’ll detail a clean CSS approach to create a vertical dotted line that appears under any content boxes. Why Use CSS for Dotted Lines? While it’s possible to use repeating images to generate a dotted line, CSS offers more flexibility, allowing adjustments to color, spacing, and responsiveness without the need for additional image files. This method not only streamlines your code but also optimizes your website's performance by reducing HTTP requests, resulting in faster loading times. Creating the Dotted Line with CSS The…  ( 4 min )
    Getting Started with Simple Data Integrator (SDI): Direct Connection Setup
    Simple Data Integrator (SDI) is a no-code ETL tool that helps connect and transfer data between databases and systems. This article walks you through how to configure a direct database connection in Simple Data Integrator (SDI), using Oracle as an example. Click the New Connection button to open the configuration dialog. No Field Description 1 Connection Name Enter any name for the connection. While SDI does not check for name duplication, it's recommended to use unique names for easier management. 2 Location Select Direct Connection. 3 Data Type Choose Oracle. 4 Connection Info Enter the Oracle connection details. More details: Oracle Connection Setup 5 Default Schema If specified, only tables and views under that schema will be listed in mapping settings. If left blank, all accessible schemas will be shown. 6 Test Connection Click the Test Connection button to verify the Oracle connection. On success, you'll see a message like below: Once the test passes, click Save to store the connection. You can set up connections to SQL Server, MySQL, PostgreSQL, DB2, and any ODBC-compliant databases using a similar procedure. 🌐 SDI Official Site (English) 🔗 Oracle Connection Guide 🔗 SQL Server Connection Guide 🔗 MySQL Connection Guide 🔗 PostgreSQL Connection Guide Whether you're integrating legacy systems or building a cloud data pipeline, SDI makes it easy to configure database connections without writing code. Try it out today!  ( 3 min )
    [Boost]
    Build a Food-Ordering Chatbot in 30 Minutes by .NET 10 and Azure Duc Nguyen Thanh ・ May 12 #webdev #ai #azure #dotnet  ( 2 min )
    Building a Service Marketplace with Django: Lessons from Netfix
    As developers, we're constantly searching for the right tools to bring our ideas to life efficiently. When I decided to build Netfix, a service marketplace connecting companies with customers, I chose Django - and discovered features that make it uniquely powerful for complex applications. Netfix is a platform where: Companies create profiles and list their services Customers browse and request services Each entity has personalized dashboards Analytics track and display trending services The system handles complex relationships between users, services, and requests Let's dive into some of the most powerful features I leveraged Django's default user model works for simple applications, but for Netfix, I needed to support different user types with specific attributes. Here's how I implemente…  ( 6 min )
    Why is the Login Failing in My Flutter Web App Release?
    When deploying a Flutter web application, you might run into issues, such as the login functionality not working. This can often be perplexing, especially when everything seems to work perfectly in your development environment. Understanding potential pitfalls and implementing solutions can make a significant difference. Understanding the Problem Your login might fail due to several factors, including CORS (Cross-Origin Resource Sharing) settings, incorrect API request headers, or a mismatch in the expected parameters on the server side. Let's dive deeper to clarify why these issues occur and how we can resolve them. CORS and API Requests CORS is a security feature implemented by web browsers to prevent unauthorized requests to your API from a different domain. When you build your Flutter …  ( 5 min )
    3335. Total Characters in String After Transformations I
    3335. Total Characters in String After Transformations I Difficulty: Medium Topics: Hash Table, Math, String, Dynamic Programming, Counting You are given a string s and an integer t, representing the number of transformations to perform. In one transformation, every character in s is replaced according to the following rules: If the character is 'z', replace it with the string "ab". Otherwise, replace it with the next character in the alphabet. For example, 'a' is replaced with 'b', 'b' is replaced with 'c', and so on. Return the length of the resulting string after exactly t transformations. Since the answer may be very large, return it modulo 109 + 7. Example 1: Input: s = "abcyy", t = 2 Output: 7 Explanation: First Transformation (t = 1): 'a' becomes 'b' 'b' becomes 'c' 'c' be…  ( 26 min )
    They say my job won't survive...
    It is 2000. I'm 18 years old. They say my job won't survive quantum computing (IBM is really close). It is 2005. I'm 23 years old. They say my job won't survive visual IDEs. It is 2010. I'm 28 years old. They say my job won't survive smartphones. It is 2015. I'm 33 years old. They say my job won't survive web3. It is 2020. I'm 38 years old. They say my job won't survive AI. It is 2025. I'm 43 years old. They say my job won't survive quantum computing (Microsoft is really close). It is 2030. I'm 48 years old. They say my job won't survive... My job will eventually disappear, as many other jobs have in the past and will in the future. Or it will be transformed into something different. Who knows. It didn't exist as it is right now when I was born, and it may not exist when I retire —hopefully after. If it happens while I'm active in the workforce, I will adapt as I already have in the past, or move on to a different field. I'll have had a good run in software development when it happens. Maybe the person I talked when I was 18 was a visionary and correct (just off by a few decades). I'm just glad I didn't listen.  ( 3 min )
    Day 2/200 (Full Stack)
    Today's progress: DETAILED BREAKDOWN: Heading tag: used to add a heading in webpage. So, in HTML, there are 6 heading tags. Heading 1 Heading 1 Heading 1 Heading 1 Heading 1 Heading 1 Google Image tag: used to add image to the webpage. Bold, italic, underline tag: As the name says, bold, italic, and underline do the same thing. this is under line this is italic this is bold paragraph tag: used to add paragraph text. This is a paragraph and here we can add text. this is big text this is small text Hr tag and Br tag: so Br tag is used to add line breaks, and hr tag is used to add a horizontal ruler in the webpage. subscript and superscript tag: so basically through this tag we can write things like CO2 or H2O, this type of text. this is subscript this is superscript Pre tag: by using this tag we can display the text as it is, written in the code because HTML ignores spaces so through this we can add spaces. so this is a pre tag and the text will be display like this. so this are some of the tags that I had learned today, keep learning keep growing.  ( 4 min )
    How to Access Swift Class from Kotlin in Multiplatform?
    Accessing a Swift class from Kotlin can often be a challenge, particularly in a Kotlin Multiplatform project where seamless integration is required. In this article, we will explore how to properly set up your project to ensure that your Swift class is accessible from Kotlin, diving into the configuration details that might be causing visibility issues. Understanding the Issues You mentioned you have created a Wallet Swift class, along with a bridging header. However, it seems the Kotlin side is unable to access this class. This visibility problem often arises from incorrect configuration in the bridging header or missing annotations in Swift. Swift Class Setup Let's start with your original Swift class: @objc public class Wallet: NSObject { @objc public func getPrivateKey() -> Strin…  ( 4 min )
    Dica de TI: Como atribuir valores?
    Dica de TI será uma série de posts com conteúdo sobre tecnologia. São posts curtos explicando alguns conceitos. Nos exemplos a linguagem usada será: Java A atribuição de valor é a passagem de informação a determinada variável. O operador de atribuição básico é o = (sinal de igual) int idade = 20; O valor atribuído a variável idade é 20. Você também pode usar operadores combinados: int idade = 20; idade += 10; // Nesse caso ele adiciona um valor a variável existente (20). Se imprimir com System.out.println(idade); // O resultado será 30.  ( 3 min )
    Web Mimarisi: Gelecek Artık Burada
    Web uygulamaları, günümüzün dijital dünyasında her yerde mevcut. Kullanıcı deneyimlerini şekillendiren ve işletmelerin başarısında kritik rol oynayan dinamik ve etkileşimli web sayfaları tasarlamak artık bir zorunluluktur. Web mimarisi, bu dijital dönüşümün temelini oluşturur ve modern uygulamaların gerektirdiği ölçeklenebilirlik, güvenlik ve esnekliği sağlamanın anahtarıdır. Web mimarisi, web uygulamalarının tasarlanması, geliştirilmesi ve yapılandırılması ile ilgilenir. Kullanıcı beklentilerini karşılayan, verimli ve sürdürülebilir web çözümleri oluşturmak için çeşitli teknikler, araçlar ve mimari desenler içerir. Modern web mimarisi, zengin kullanıcı deneyimleri sunmak, artan veri taleplerini yönetmek ve sürekli değişen teknoloji ortamına ayak uydurmak için sürekli gelişmektedir. Modern…  ( 5 min )
    How to Create a Lua Wrapper for C++ Functions
    Introduction Integrating C++ functions with Lua can be a powerful way to enhance scripting capabilities in your applications. In this article, we will explore how to create a robust wrapper that allows Lua scripts to call various C++ functions seamlessly. This approach is particularly useful when re-using existing code without the need for an entirely new interface. Why Integrate Lua with C++? Using Lua as a scripting language provides flexibility and ease of use. The Lua C API allows you to register C/C++ functions that can be called directly from Lua scripts. This means that instead of creating new implementations of these functions for Lua, you can use your existing C++ functions, significantly reducing development time. Creating a Generic Wrapper for C++ Functions To handle function ca…  ( 4 min )
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    Market volatility indicator still points to $135K Bitcoin within 100 days — Analyst
    Key Takeaways: Bitcoin price holds above $100,000, driven by "risk-on" sentiment after the CBOE Volatility Index (VIX) dropped to 20. The Bitcoin Bull Score Index surged to 80, and the Fear & Greed Index suggests growing optimism, with historical patterns indicating potential for further price gains. Bitcoin (BTC) price continues to consolidate higher above $100,000 after the CBOE Volatility Index (VIX) dropped to its 30-year average of 20, down from a peak of 60 earlier in 2025. This decline follows a US-China trade deal on May 12, which introduced a 90-day tariff pause and a 115% reduction on both sides. CBOE Volatility Index chart. Source: X.com The agreement has fueled a "risk-on" sentiment, boosting Bitcoin and equities as investors lean into higher-risk assets, according to Bitco…
    US lawmakers call for change in corporate digital asset taxes
    Two US senators are calling on Treasury Secretary Scott Bessent to “exercise [the department’s] authority” and change a provision affecting taxes on corporate holdings of digital assets. In a May 12 letter, Senators Cynthia Lummis and Bernie Moreno suggested Bessent had the authority to change the definition of “adjusted financial statement income” under existing US law in a way that could reduce what digital asset companies pay in taxes. The proposed adjustment was suggested as a way to modify a provision of the Inflation Reduction Act, signed into law in 2022. “Our edge in digital finance is at risk if US companies are taxed more than foreign competitors,” said Lummis in a May 13 X post. May 12 letter to Treasury Secretary Scott Bessent. Source: Cynthia Lummis According to the two senato…
    Here’s what happened in crypto today
    Today in crypto, VanEck is launching its first tokenized fund backed by US Treasurys; Arizona Governor Katie Hobbs has vetoed bills aimed at creating a state Bitcoin reserve and enabling crypto payments; and Coinbase is poised to become the first crypto company added to the S&P 500 index. VanEck to launch its first RWA tokenization fund Investment firm VanEck is launching a tokenized real-world asset (RWA) fund that offers exposure to US Treasury bills, developed in partnership with tokenization platform Securitize. The initiative places VanEck among a growing number of traditional finance firms entering the RWA tokenization space. The fund, called VBILL, will be initially available on Avalanche, BNB Chain, Ethereum and Solana blockchains, VanEck said in a May 13 statement. The fund's mini…
    CoinShares Q1 net profit falls to $24M
    CoinShares, a digital asset investment firm with offices in the United States and Europe, said its net profit fell to $24 million in the first quarter of 2025, a 42.2% decrease from the same period a year ago. Although CoinShares’s profits and EBITDA remained positive in Q1 2025, the margins declined compared to the same period in 2024. Last year, CoinShares posted a net profit of $41.5 million and an EBITDA of $35.5 million in the first three months. Year-over-year, CoinShares’s net profit dropped 42.2% and its EBITDA fell 15.5%. The firm’s ETPs contributed to the quarter's performance. For Q1 2025, CoinShares’s ETPs saw net inflows of $268 million, with $202 million coming from its Physical Bitcoin (BITC) ETP. Revenue related to assets under management increased from $24.5 million to $29…
    Coinbase invests in Canadian stablecoin issuer
    Coinbase has partnered with Canadian stablecoin issuer Stablecorp in a bid to expand access to tokenized Canadian dollars, a company executive told Cointelegraph during the Blockchain Futurist Conference in Toronto. According to Coinbase Canada's CEO, Lucas Matheson, the exchange is investing an undisclosed amount in Stablecorp and will help market its fiat-collateralized stablecoin, QCAD. “It’s really important that we have a stablecoin for Canadians,” Matheson told Cointelegraph in an exclusive interview on May 13, adding that stablecoins are especially urgent because the country has “no peer-to-peer [payment] rail” and “wire transfers cost $45 and take 45 minutes of paperwork.” “With stablecoins, 24/7, instant, borderless payments become possible — this is already feasible with existin…
    Solana network and DeFi activity suggest SOL price rally will continue
    Key takeaways: Solana's $10.9 billion TVL surpassed the entire Ethereum layer-2 ecosystem. Solana’s 30-day fee revenue ($43.4 million) rose 109% compared to the previous month. SOL’s 8% funding rate shows healthy leverage demand from bulls. Solana’s native token SOL (SOL) surged 24.8% between May 6 and May 10, following the broader altcoin market rally after Bitcoin broke above $100,000. Since then, SOL has struggled to stay above $180, but derivatives and onchain data still suggest further gains are in store. SOL/USD (blue) vs. altcoin market cap. Source: TradingView / Cointelegraph While Solana ranks the fifth largest cryptocurrency by market capitalization, Solana Network is the vice-leader in key onchain metrics including the total value locked (TVL). Blockchain ranked by TVL, USD.…
    What are the next steps for the US stablecoin bill?
    Proponents of a bill to regulate stablecoins in the US Congress will likely take up another vote on the legislation in a matter of days without responding to concerns about President Donald Trump’s financial ties to the cryptocurrency industry. The Guiding and Establishing National Innovation for US Stablecoins, or GENIUS Act, failed to get enough votes to pass in the US Senate on May 8 amid calls from some Democratic lawmakers to halt any legislation related to digital assets until Republicans could address Trump’s potential conflicts of interest. Immediately following the vote, some lawmakers from both parties suggested they could reconsider the bill as early as this week, but without agreeing on a bipartisan path forward. After the GENIUS Act failed to proceed in a 48 to 49 vote in the…
    Bitcoin is one rally away from new highs, but overly euphoric bulls signal ‘overheating’ market
    Key takeaways: Bitcoin price maintains its bullish momentum, but a sentiment indicator suggests the market could be overheating.  Data highlights Bitcoin traders taking profits and a lopsided market angled toward longs. Analysts warn of a potential short-term correction, especially if gold weakens or seasonal trends play out. Optimism has returned to the crypto markets, and many traders believe Bitcoin (BTC) price is on the path to new all-time highs. In just one month, Bitcoin surged 39%, briefly crossing the $105,000 mark. According to Glassnode analysts, “there are signs of renewed market strength, and the market is trading within a profit-dominated regime.” Still, not everyone is convinced the rally will continue unchecked. Some investors are already taking profits, pushing Bitcoin…
    Altcoins’ roaring returns and falling USDT stablecoin dominance suggest ‘altseason’ is here
    Key Takeaways: Declining Bitcoin dominance and rising strength in altcoins and memecoins could be a sign that it’s altseason. USDT dominance could drop to 2022 lows, indicating an accelerating capital rotation into Bitcoin and other cryptocurrencies. The cryptocurrency market shows signs that an altseason, a period where altcoins significantly outperform Bitcoin (BTC), could be on the horizon. Technical charts and market sentiment align to suggest that May 2025 might start a broader altcoin rally, driven by key indicators and shifting capital flows. The TOTAL2 chart, representing the total market capitalization of all cryptocurrencies, excluding Bitcoin, has broken above a downtrend line in place since January 2025. This breakout is accompanied by a bullish break of structure (BOS) on …
    VanEck to launch its first RWA tokenization fund
    Investment firm VanEck is launching a tokenized real-world asset (RWA) fund that offers exposure to US Treasury bills, developed in partnership with tokenization platform Securitize. The initiative places VanEck among a growing number of traditional finance firms entering the RWA tokenization space. The fund, called VBILL, will be initially available on Avalanche, BNB Chain, Ethereum and Solana blockchains, VanEck said in a May 13 statement. The fund's minimum subscriptions start at $100,000 for investments running on Avalanche, BNB Chain, and Solana, while the minimum subscription on Ethereum is $1 million. VanEck joins a burgeoning field of traditional financial firms that have launched RWA tokenized funds, with competitors including BlackRock and Franklin Templeton. In January, Apollo, …
    Bitcoin shrugs off US CPI win as Binance CEO says BTC 'leading pack'
    Key points: Bitcoin fails to capitalize on lower-than-expected US CPI data, seeing a Wall Street sell-off for a second day. Traders see BTC/USD buying time before its next move, and a trip below $100,000 is on the cards. Bitcoin is showing “undeniable” momentum against gold and stocks, Binance’s Richard Teng says. Bitcoin (BTC) saw a repeat sell-off at the May 13 Wall Street open as bears ignored positive US inflation data. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView BTC price stagnates after CPI inflation cools Data from Cointelegraph Markets Pro and TradingView showed BTC/USD again heading lower after failing to reclaim $104,000 as support. The downside came despite the April print of the US Consumer Price Index (CPI) coming in below expectations in what should be good ne…
    Yuga Labs sells CryptoPunks IP to Infinite Node Foundation
    Infinite Node Foundation (NODE), a nonprofit focused on digital art, has acquired the intellectual property of the CryptoPunks non-fungible token (NFT) collection from Yuga Labs, NODE said in a May 13 announcement.  The acquisition of CryptoPunks, plus its additional $25 million endowment, establishes NODE as “the most well-capitalized nonprofit dedicated solely to digital art in the United States,” the foundation said in an X post.  The terms of the deal were not disclosed.  The nonprofit said it has assembled an advisory board to oversee the CryptoPunks collection. It comprises Matt Hall and John Watkinson — the artists behind the NFT collection — and a representative of Yuga Labs, among others.  “Our role is to build a networked architecture that allows digital art like CryptoPunks to t…
    SEC hacker counters prosecutors with 366-day sentencing recommendation
    Defense lawyers have asked a judge to sentence the person responsible for helping post a fake message announcing regulatory approval of Bitcoin exchange-traded funds to roughly a year in prison, countering prosecutors’ request for a two-year sentence. In a May 13 filing in the US District Court for the District of Columbia, Eric Council Jr.’s legal team asked that he be sentenced to no more than one year and one day in prison following his guilty plea. Council was part of a group that took control of the US Securities and Exchange Commission’s (SEC’s) X account in 2024 through a SIM swap attack, posting a message that suggested the regulator had approved spot Bitcoin (BTC) exchange-traded fund listings for the first time. “A sentence of twelve months and one day serves the ends of justice…
    How to use tsUSDe on TON for yield-generating dollar savings
    Looking for a way to earn passive income on your crypto without riding the rollercoaster of volatile coins? TsUSDe (the staked version) on The Open Network (TON) might be the answer. It’s a dollar-pegged stablecoin that earns yield by design, and you can boost those earnings even more by putting it to work on platforms like STON.fi and DeDust. Here’s how it works and how to get started in just a few steps. What is tsUSDe, and why use it? TsUSDe is a US dollar-backed stablecoin on the TON blockchain. It’s designed to earn a base yield of around 10% APY, paid out in Toncoin (TON). That means just holding it in your wallet earns you rewards — no extra steps needed. But if you want to go a step further, you can use tsUSDe in liquidity pools or farms on TON-based platforms to unlock even more …
    Bitcoin remains unmatched as a global inflation hedge
    Opinion by: Jupiter Zheng, Partner Liquid Fund at HashKey Capital Whenever Bitcoin falls in value, the narrative is always the same: It’s failing as a hedge against inflation. In the eyes of critics, Bitcoin is not the “digital gold” that so many others claim it to be. With gold hitting all-time highs, these critics have grown louder. If Bitcoin is an inflation hedge, they ask, why isn’t it also rallying as investors seek safety? Even in today’s bearish, high-inflation environment, the cardinal truth holds: Bitcoin is an inflation hedge — arguably the most important one for long-term capital preservation the world has seen.  Strength in scarcity Bitcoin has a hard cap of 21 million coins, with full circulation expected by 2140. This built-in scarcity mirrors gold, which has historically se…
    $1B Bitcoin exits Coinbase in a day as analysts warn of supply shock
    Institutional demand for Bitcoin is growing, as Coinbase, the world’s third-largest cryptocurrency exchange, recorded its highest daily outflows of Bitcoin in 2025 on May 9. On May 9, Coinbase saw 9,739 Bitcoin (BTC), worth more than $1 billion, withdrawn from the exchange — the highest net outflow recorded in 2025, according to Bitwise head of European research André Dragosch. “Institutional appetite for bitcoin is accelerating,” Dragosch added in a May 13 X post. Source: André Dragosch Related: Nasdaq-listed GDC plans to buy Bitcoin and TRUMP memecoin for $300M The outflow occurred as Bitcoin traded above $103,600 and just days after the White House announced a 90-day reduction in reciprocal tariffs between the US and China, easing market concerns and lifting broader investor sentiment. …
    Bitcoin builders defend role of venture capital in layer-2 growth
    Venture capital firms remain critical to infrastructure development in the Bitcoin ecosystem, despite pushback from some in the community, according to builders speaking at the Token2049 conference in Dubai. Charlie Yechuan Hu, CEO of Bitcoin layer-2 protocol Bitlayer, shared his insights on venture capital (VC) firms in the Bitcoin (BTC) ecosystem. Hu told Cointelegraph that he views many VC firms in the space positively, as they offer support to early ventures that need capital to build infrastructure. “You need developers, you need to open up the whole ecosystem foundation, everything,” Hu said. “You need to pay for the cloud, like AWS or RPCs, all that, servers […] So, we have to have VC on that.“ Hu argued against the usual Bitcoiner ethos that argues against outsider capital, saying,…
    South Korea’s Democratic Party sets up ‘Digital Asset Committee’
    The largest political party in South Korea, the Democratic Party, has launched a Digital Asset Committee focused on developing cryptocurrency policies and promoting industry growth. The committee held its inaugural meeting at the National Assembly Members’ Hall in Seoul on May 13, the local news agency News1 reported. During its first meeting, the committee highlighted the importance of resolving regulatory uncertainty and addressing burning issues like stablecoin regulation amid the push for US-dollar stablecoins by the US government. The new committee joins similar organizations in South Korea, including the Virtual Asset Committee launched in late 2024 and another public-private crypto task force introduced in 2022, both initiated by the Financial Services Commission (FSC). Exchanges li…
    Robinhood to acquire Canada’s WonderFi for $179M in global crypto push
    Brokerage fintech Robinhood is set to acquire WonderFi, a Canadian crypto firm, for approximately 250 million Canadian dollars ($179 million) in an all-cash deal to expand its global presence. The acquisition is expected to close in the second half of 2025, Robinhood said in a May 13 press release. WonderFi operates two of Canada’s longest-standing regulated crypto trading platforms, Bitbuy and Coinsquare, managing over 2.1 billion Canadian dollars in assets under custody. These platforms offer crypto trading, staking and custody services. “WonderFi has built a formidable family of brands serving beginner and advanced crypto users alike, making them an ideal partner to accelerate Robinhood’s mission in Canada,” said Johann Kerbrat, senior vice president and general manager of Robinhood Cry…
    History rhymes? XRP price gained 400% the last time whale flows flipped
    Key takeaways: XRP price has risen 55% since April and is now flashing bullish continuation signals. Whale flows have flipped positive for the first time since November 2024, historically signaling trend reversals. A falling wedge breakout projects 40% gains ahead, but $2.80 may act as interim resistance. XRP (XRP) has bounced by more than 55% since forming a local bottom at around $1.61 in April. It now signals a further price surge owing to bullish technical patterns and onchain data. XRP/USD daily price chart. Source: TradingView XRP’s whale flows mirror 2024 price boom XRP whale wallets (addresses holding large amounts of XRP) have been aggressively reducing their holdings since November 2024, according to data resource CryptoQuant. XRP whale flow 30-day moving average vs. price.…
    Brave adds Cardano blockchain support to browser and Web3 wallet
    Web3 and privacy-focused web browser Brave Browser has integrated the Cardano blockchain into its native and standalone wallets. According to a May 12 announcement, the integration stems from a partnership between Brave Browser and Cardano development firm Input Output. Together, the two firms “will integrate Cardano into the Brave Wallet, enabling Cardano blockchain access and token management.” Brendan Eich, co-founder and CEO of Brave and the Basic Attention Token (BAT), said: “Integrating Cardano into Brave Wallet not only expands multi-chain access, but also enhances security, governance participation, and the overall user experience.” Eich explained that Brave focuses on maximizing user choice while providing tools to engage with decentralized ecosystems. With this integration, users…
    Bitcoin volatility falls below S&P 500 and Nasdaq in rare shift — Galaxy
    Bitcoin defied expectations in April, delivering double-digit gains while posting lower volatility than major traditional assets. According to analysts at Galaxy Digital, Bitcoin’s (BTC) realized volatility over the past 10 trading sessions dropped to 43.86, lower than the S&P 500’s 47.29 and the Nasdaq 100’s 51.26 — an unusual “positioning for a digital asset traditionally known for its outsized volatility.” The data point comes against a backdrop of renewed financial turbulence. Since US President Donald Trump’s Liberation Day tariff announcement on April 2, traditional markets have wobbled. The Nasdaq Composite is flat, the Bloomberg Dollar Index fell nearly 4%, and even gold (typically a safe haven) briefly hit $3,500 per ounce before pulling back to a 5.75% gain, Galaxy Digital analys…
    Solana co-founder proposes meta chain to fix blockchain fragmentation
    Solana Labs co-founder Anatoly Yakovenko proposed a new data availability (DA) solution to improve persistent fragmentation and lack of interoperability across blockchain networks. In a May 12 post on X, Yakovenko proposed a “meta blockchain” to aggregate and order data posted across multiple layer-1 chains, including Ethereum, Celestia and Solana. “This would actually allow the meta chain to use the cheapest currently available DA offer,” Yakovenko said. Data availability layers are third-party solutions ensuring that blockchains have the necessary data to validate transactions. Source: Anatoly Yakovenko Blockchain interoperability is one of the most pressing issues for Web3 developers, since today’s siloed layer-1 (L1) blockchain networks have no means of communicating or exchanging da…
    Cointelegraph and TheBlock. announce strategic media partnership to strengthen global Web3 and virtual asset collaboration
    Dubai, UAE – May 2025 — TheBlock., the International Chamber of Virtual Assets, has announced a strategic partnership with Cointelegraph, the world’s leading Web3 media platform. The collaboration brings together two major players in the blockchain and virtual asset space, with the shared goal of amplifying the global adoption of tokenisation, advancing regulatory dialogue, and supporting builders entering the MENA region. The agreement, signed during Token2049 Dubai, highlights Cointelegraph’s growing collaboration with key players in the UAE. This new partnership will foster deeper collaboration and mutual support across TheBlock’s ecosystem. As part of the collaboration, Cointelegraph will set up a presence at TheBlock’s headquarters in Dubai World Trade Center, offering opportunities f…
    Tether Gold enters Thailand with listing on Maxbit exchange
    Tether, issuer of the world’s largest stablecoin, USDt, is rolling out its tokenized gold digital asset in Thailand with a listing on local cryptocurrency exchange Maxbit. In a May 13 announcement, Tether said its gold-backed token, Tether Gold (XAUt), has been listed on Thai exchange Maxbit. According to an X announcement by Maxbit, the platform is the first in Thailand to offer a “tokenized gold pair backed by physical gold.” Launched in January 2020, Tether Gold is a gold-backed digital asset with a market cap of $802 million, with each XAUt representing ownership of one troy ounce of gold. Thailand greenlighted stablecoins like Tether USDt in March Tether Gold’s entrance in the Thai cryptocurrency market follows other notable stablecoin-related regulatory developments in the country. In March, the Thai Securities and Exchange Commission approved US dollar-backed stablecoins such as Tether’s USDt (USDT) and Circle’s USDC (USDC) for cryptocurrency trades, allowing the stablecoins to be listed on regulated exchanges across Thailand. Major Maxbit shareholders. Source: Thai SEC Launched in October 2023, Maxbit is a licensed digital asset exchange based in Thailand, operating under the oversight of the Thai SEC. According to official SEC records, Thai energy conglomerate PTG Energy is the largest shareholder of Maxbit, with a 35% stake in the firm. Other Maxbit backers include two local private firms, Spearhead Labs and Unit Company, holding 29% and 28.7% in the digital asset business. This is a developing story, and further information will be added as it becomes available. Magazine: Finally blast into space with Justin Sun, Vietnam’s new national blockchain: Asia Express
    Nasdaq-listed GDC plans to buy Bitcoin and TRUMP memecoin for $300M
    GD Culture Group (GDC), a Nasdaq-listed holding company focused on livestreaming, e-commerce and artificial intelligence-powered digital human technology, plans to raise up to $300 million for a cryptocurrency treasury reserve. In a May 12 statement, GDC and its subsidiary, AI Catalysis Corp., announced entering into a common stock purchase agreement with a British Virgin Islands limited liability company to sell up to $300 million of its common stock. The proceeds from the stock sale will be used to fund the firm’s crypto treasury, which will include purchases of Bitcoin (BTC) and the Official Trump (TRUMP) token. “Under this initiative, and subject to certain limitations, GDC intends to allocate a significant portion of the proceeds from any share sales under the facility to the acquisit…
    Bitcoin illiquid supply hits 14M BTC as hodlers set bull market record
    Key points: Bitcoin has seen its largest 30-day illiquid supply increase of the current bull market. Illiquid supply now stands at 14 million BTC, more than ever before. Whales are still accumulating as the price returns to six figures. Bitcoin (BTC) investors are turning the BTC supply more illiquid than at any point in its history Data from onchain analytics platform Glassnode shows that Bitcoin’s “illiquid supply” has reached a record 14 million BTC. Bitcoin illiquid supply returns to all-time highs Bitcoin is increasingly finding its way into the hands of entities that do not sell what they acquire. Glassnode, which charts the portion of the BTC supply owned by so-called “illiquid entities,” reveals that this has reached levels not seen during the current bull market. An entity is…
    Arizona governor kills two crypto bills, cracks down on Bitcoin ATMs
    Arizona Governor Katie Hobbs vetoed two key cryptocurrency-related bills that aimed to expand the state’s involvement in digital assets while signing a strict regulatory measure targeting Bitcoin ATMs. On May 12, Hobbs rejected Senate Bill 1373, which sought to establish a Digital Assets Strategic Reserve Fund. The fund would have allowed Arizona to hold crypto assets obtained through seizures or legislative allocations. “Current volatility in cryptocurrency markets does not make a prudent fit for general fund dollars,” she stated in her veto letter. “I have already signed legislation this session which allows the state to utilize cryptocurrency without placing general fund dollars at risk,” she added. That decision followed her veto of Senate Bill 1025 — the more ambitious “Arizona Strate…
    From Netflix series to crypto game: Black Mirror’s AI reputation system, explained
    Black Mirror experience: When sci-fi social scores meet blockchain Created by Charlie Brooker, this British sci-fi series debuted in 2011 and quickly became a cultural touchstone for its dark, satirical take on technology. Imagine a world where every like, comment and blockchain transaction shapes your social standing, where an AI watches your every digital move and assigns you a score that dictates your rewards or your restrictions.  Sounds like something straight out of science fiction, right?  Well, it is — until now. Black Mirror, Netflix’s chilling anthology series, and one of its most iconic concepts have inspired a real-world crypto game. Dubbed the Black Mirror Experience, this project brings the show’s AI-driven reputation system to life, …
    Animoca eyes New York listing, cites Trump’s crypto-friendly stance
    Hong Kong-based Animoca Brands is preparing for a listing in New York, citing US President Donald Trump’s relaxed regulatory stance on digital assets as a window of opportunity to enter the world’s biggest capital market. Animoca executive chair Yat Siu told the Financial Times that an announcement may be made soon, with the company currently evaluating various shareholding structures. Siu said the decision to pursue a US listing would not hinge on market conditions but rather on timing and strategic positioning. Animoca, which was delisted from the Australian Securities Exchange in 2020 over governance concerns and the status of some cryptocurrencies, has since built a robust investment portfolio, including stakes in OpenSea, Kraken and Consensys. The company reported unaudited earnings o…
    Crypto execs cheer as Australia appoints pro-crypto assistant minister
    Australia’s crypto industry has expressed positivity after the recently reelected government named pro-crypto politician Andrew Charlton as assistant minister for the digital economy, artificial intelligence and other emerging technologies.  Prime Minister Anthony Albanese told reporters in Canberra during a May 12 press conference that Charlton would be the new assistant minister for science, technology and the digital economy, working with Tim Ayres, the minister for industry and innovation.  Ayres and Charlton will administer policies and programs promoting advancements in emerging technologies, science, technology, innovation and the digital economy, according to Albanese.  Charlton has shown strong support for the industry in the past. During a speech to parliament last November, he p…
    Caitlyn Jenner memecoin buyers to regroup after judge tosses suit
    The lawyer for a group of Caitlyn Jenner memecoin buyers said they will continue their legal fight against the ex-Olympian after a judge threw out the case for failing to adequately support the securities and fraud claims it brought. Jenner had escaped a class-action lawsuit from buyers of her self-titled memecoin, Caitlyn Jenner (JENNER) after California District Court Judge Stanley Blumenfeld Jr. said in a motion filed on May 9 that it was “sufficient to conclude that all nine causes of action are deficient” and sided with Jenner in dismissing the suit in its entirety for failure to state a claim. He allowed the class group to amend its suit, which must be filed by May 23, but warned it had “to be more focused and judiciously pleaded” than the original. A lawyer for the class group, Fitz…
    Craig Wright sent enemies to legal ‘hell,’ says judge in restraining order
    A British High Court has issued a restraining order against computer scientist Craig Wright, preventing him from filing further defamation suits.  In a May 12 judgment, High Court Judge Edward Mellor said Wright’s repeated false claims and aggressive legal actions created legal “hell” for individuals and developers in the Bitcoin (BTC) community, adding that Wright sought to “weaponise legal systems” to intimidate and silence critics. His lawsuits forced people into costly and time-consuming legal defenses, often based on fabricated evidence, the judge added as he handed out a General Civil Restraint Order or injunction against Wright, prohibiting him from filing any more civil claims or applications in the High Court.  The court highlighted how this strategy was part of a pattern of abusi…
    Trump-owned Truth Social denies it is launching a memecoin
    Truth Social, the social media network owned by Trump Media, has denied it is launching a memecoin following circulating rumors on social media. “Contrary to rumors, Truth Social is not launching a memecoin,” the official Truth Social account posted on its platform. The social media platform is owned by the Trump Media & Technology Group, with US President Donald Trump owning a majority stake in the company. “There’s no truth whatsoever about Truth Social launching a memecoin. Don’t be fooled by false information people are circulating,” Donald Trump Jr., the eldest son of President Donald Trump, stated on X. Truth Social denies rumors that it is launching a memecoin. Source: Truth Social The rumors started circulating after influencer Ran Neuner, who hosts the Crypto Banter podcast, tweet…
    SEC hacker once Googled ‘if I am being investigated by the FBI’
    Eric Council Jr., the SIM swap hacker who helped compromise the Securities and Exchange Commission’s X account last year, made $50,000 performing similar attacks and even searched how to tell if the FBI is investigating him, recent filings show. The recent filing was part of the prosecutor’s request to sentence him to two years in prison over his role in the hack, which saw the SEC X account publish a false announcement that a spot Bitcoin exchange-traded fund was approved, shaking up the markets.  Council searched: “How can I know for sure if I am being investigated by the FBI” and “How long does it take to delete Telegram account,” US prosecutors discovered following a search warrant of his house, car and devices last June, according to a May 12 court filing. While Council’s Telegram cha…
    Dubai taps Crypto.com to enable crypto payments for govt services
    The government of Dubai has signed an agreement with crypto exchange Crypto.com to launch crypto payments for government services.  The agreement, formalized during the Dubai fintech Summit on May 12, is part of Dubai’s cashless strategy, which hopes to foster the city’s transition to “a fully digital, cashless society,” by introducing “a new digital payment channel across its official platforms,” the Dubai Department of Finance (DOF) said on May 12. Once the service goes live, individuals and business customers of government entities can pay service fees with crypto through Crypto.com’s digital wallets. The payments will be converted into dirhams and transferred to DOF accounts, according to the DOF. Amna Mohammed Lootah, director of digital payment systems regulation, stated that Dubai’s…
    Hodl my beer: Businesses are the biggest Bitcoin buyers this year
    Corporations and businesses are the largest net buyers of Bitcoin so far this year, outpacing exchange-traded funds and retail investors, according to new research.  Firms such as Michael Saylor’s Strategy have bought more Bitcoin (BTC) this year than any other category of investor, with overall corporate holdings growth totalling 157,000 BTC, worth around $16 billion at current prices, according to Bitcoin investment firm River.  Strategy makes up 77% of the group's growth, the firm reported on X on May 12, before adding that it's not just big companies. “We’re seeing businesses across all industries sign up to River. They’re aligned with Bitcoin and how it can change their future,” the firm noted.   The next largest category after corporations was ETFs, which have grown their net Bitcoin…
    ZKsync X hacker posts false SEC probe in apparent effort to crash token
    The X account of the Ethereum layer 2 network ZKsync and its developer Matter Labs were compromised early on May 13, with hackers falsely claiming the network was being probed by US authorities, among other scam messages. A ZKsync-related X account posted on May 13, confirming the accounts for ZKsync and Matter Labs were compromised, warning users not to interact after the accounts shared links to a fake airdrop in an apparent phishing scam. Other X users had warned the ZKsync X account was compromised. Source: pseudo The hacked ZKsync and Matter Labs then both posted a fake statement claiming ZKsync was under investigation by the US Securities and Exchange Commission and that the Treasury Department could impose sanctions on the platform. Matter Labs communications head Lynnette Nolan co…
    Anchorage Digital buys Mountain Protocol, USDM stablecoin winds down
    Crypto bank Anchorage Digital has expanded its stablecoin offerings with the acquisition of Mountain Protocol, a stablecoin issuer that says it will begin winding down its main stablecoin, Mountain USD (USDM). The acquisition, which is subject to customary closing conditions and regulatory approval, will integrate the Mountain Protocol team, tech stack and licensing framework into Anchorage’s existing offerings, Anchorage said in a May 12 statement. While terms of the deal weren’t disclosed, it reflects an accelerating number of acquisitions between crypto and TradFi firms in recent months. Explaining the acquisition, Anchorage CEO Nathan McCauley said stablecoins are becoming the backbone of the crypto economy, while anticipating that “every business” will eventually use stablecoins as pa…
    Dogecoin traders predict 180% DOGE price rally if Bitcoin gains continue
    Key Takeaways: Dogecoin's 38% surge reflects strong market demand, with spot-buyer volumes taking charge since March. A bullish MACD crossover has traders predicting a 180% rally, with targets at $0.65 and $1. Dogecoin's (DOGE) price rallied in lockstep with Ethereum over the past 7 days, gaining 38% in May, which is its strongest monthly performance this year. According to CoinGecko, DOGE recorded $4.7 billion in trading volume over the past 24 hours, ranking fifth among the top cryptocurrencies (excluding stablecoins).  The memecoin’s market strength has been coupled with strong onchain insights. Data from CryptoQuant noted that DOGE’s spot taker 90-day cumulative volume delta (CVD), which measures the net difference between buying and selling volume over 90 days, has been "taker bu…
  • Open

    Notion bets big on integrated LLMs, adds GPT-4.1 and Claude 3.7 to platform
    Notion used OpenAI's GPT-4.1 and Anthropic's Claude 3.7 for its new AI features for enterprises, moving away from reasoning models.  ( 7 min )
    What your tools miss at 2:13 AM: How gen AI attack chains exploit telemetry lag – Part 2
    Explore a strategic 2025 roadmap for cybersecurity leaders to tackle GenAI, insider risks, and team burnout with actionable guidance.  ( 10 min )
    AI power rankings upended: OpenAI, Google rise as Anthropic falls, Poe report finds
    New Poe data reveals major shifts in AI market share as OpenAI and Google gain ground while specialized reasoning models surge to 10% of usage in 2025.  ( 10 min )
    SimilarWeb’s new AI usage report reveals 5 surprising findings, including explosive growth in coding tools
    The signs point to early-stage AI disruption beginning to erode the utility of some legacy platforms. It also offers a hint to enterprises...  ( 7 min )
    The interoperability breakthrough: How MCP is becoming enterprise AI’s universal language
    Just a few months after it's release, MCP adoption is growing. VentureBeat spoke to some enterprises asking why MCP is winning the standards race.  ( 7 min )
    Guardian agents: New approach could reduce AI hallucinations to below 1%
    There are lots of ways to detect AI hallucination, new guardian agent model promises to correct them.  ( 8 min )
  • Open

    Cantor Equity Partners Discloses $458M Bitcoin Acquisition
    The bitcoin treasury company made the purchase via Tether at an average price of $95,320 per BTC.  ( 24 min )
    Bitcoin Eyes $105K as Coinbase Surges 24%; Rally Has More Room, Says Analyst
    The crypto rally has more room to run, but a short-term pullback is likely before new all-time highs, analysts said.  ( 27 min )
    DeFi Savings Protocol Sky Slumps to $5M Loss as USDS Interest Payments Wipe Out Profit
    The first-quarter loss is a stark turnaround from the previous quarter, when Sky registered a $31 million profit.  ( 27 min )
    Crypto and Stock Trading Platform EToro IPO Pricing Looking Strong: Bloomberg
    The offering is expected to price after the close of U.S. markets on Tuesday.  ( 24 min )
    Gibraltar to Establish Crypto Derivatives Clearing, Settlement Rules to Enhance Market Integrity
    The government has built a regulatory framework for clearing and settlement together with crypto exchange Bullish.  ( 23 min )
    Morgan Stanley Crypto Chief Exits to Launch DeFi Fund in Switzerland: Bloomberg
    Andrew Peel plans to start fundraising for the new venture soon, according to the story.  ( 24 min )
    Bitcoin Will Replace U.S. Dollar In 10 Years, Says Billionaire VC Tim Draper
    Bitcoin will go to “infinity against the dollar because there won’t be a dollar,” AI and genetics will help humans communicate with animals, he told CoinDesk.  ( 29 min )
    Wyoming Taps Inca Digital to Secure First State-Issued Stablecoin Ahead of July Launch
    The stable token is expected to fully launch by July.  ( 25 min )
    Coinbase Shares Could See $16B of Buying Pressure From S&P 500 Index Inclusion: Bernstein
    The exchange is the first and only crypto company to join the S&P 500 index.  ( 24 min )
    XRP Prices Could Blast Higher to $3.40 as Major Bearish Pattern Fails
    AI-assisted technical analysis data suggests prices could reach $2.85 in just over two weeks.  ( 25 min )
    VeChain’s Sunny Lu Wants to Tokenize Sustainable 'Human Behavior' Like Driving a Tesla
    At Consensus Toronto, VeChain is debuting new infrastructure that combines RWAs, AI agents, and NFT staking to make crypto usable by everyone.  ( 27 min )
    From Early Michael Saylor Bet to Billions in Deals: How Jefferies Became a Crypto Powerhouse
    The firm has advised on 120 transactions with over $150 billion of deal value across fintech, market structure, and exchanges since 2015.  ( 28 min )
    CoinDesk 20 Performance Update: Ethereum (ETH) Gains 2.6%, Leading Index Higher
    Ripple (XRP) joined Ethereum (ETH) as a top performer, rising 2%.  ( 21 min )
    Asset Manager VanEck Joins Tokenization Race With U.S. Treasury Fund Token
    The tokenized U.S. Treasury fund was developed with tokenization firm Securitize and has launched on the Avalanche, BNB Chain, Ethereum and Solana networks.  ( 26 min )
    UK's First FCA-Regulated Crypto Derivatives Trading Venue GFO-X Debuts in London
    The new platform executed its first trade on Tuesday between financial institutions Virtu Financial and IMC .  ( 23 min )
    U.S. CPI Rose Less Than Expected 0.2% in April; Annual Pace Slips to Four-Year Low
    The headline year-over-year pace edged down to 2.3% and the core rate was flat at 2.8%.  ( 25 min )
    Dubai Government Opens Door to Accepting Crypto for Service Fees
    The deal with Crypto.com will allow residents and businesses to pay fees using crypto wallets while the government receives dirhams.  ( 24 min )
    Robinhood Enters Canada by Taking Over Crypto Exchange WonderFi for $179M
    WonderFi's platforms, Bitbuy and Coinsquare, bolster Robinhood's international expansion efforts in the crypto market.  ( 24 min )
    Crypto Daybook Americas: Bitcoin Traders Look to CPI as BONK Cheers Memecoin Issuance
    Your day-ahead look for May 13, 2025  ( 37 min )
    Cardano to Directly Feature Blockchain and Assets on Brave Browser
    The browser's native wallet will expand to support ADA, governance features and Cardano-based tokens.  ( 25 min )
    Animoca Brands Plans U.S. Listing to Capture 'Unique Moment' of Trump Administration: FT
    An announcement on plans to list in New York is expected soon, executive chairman Yat Siu said in an interview.  ( 24 min )
    Donald Trump Jr. Squashes Rumors of ‘Truth Social’ Memecoin
    Any claims or attempts of a Truth Social token are by "scammers," the younger Trump said in an X post.  ( 25 min )
    Pump.fun Launches Revenue Sharing for Coin Creators in Push to Incentivize Long-Term Activity
    Creators will now earn 0.05% of trading volume in SOL from PumpSwap trades, shifting incentives away from early dumps and toward sustainable growth.  ( 27 min )
    Bitcoin Crossing $2T in Market Cap Triggers Wave of New Buyers, but Key Players Tread Cautiously, Onchain Data Show
    While first-time buyers show strong interest, momentum buyers remain weak, suggesting potential price consolidation.  ( 25 min )
    Bitcoin Drop Causes $500M Long Liquidations as Dogecoin, ADA Slide 7%
    Monday gains were lost in the U.S. session as the U.S. and China reached a temporary truce in their trade war.  ( 26 min )
    What to Expect at Consensus 2025
    CoinDesk’s annual event kicks off this Wednesday in Toronto.  ( 24 min )
  • Open

    Top Ways Hackers Exploit Web Applications (and How to Prevent Them)
    Every website that takes user input is a potential target for an attacker. You might think your app is too small or too new to get noticed, but attackers use tools to scan the web for common security mistakes. If your site is online and has a login f...  ( 7 min )
  • Open

    The Download: CRISPR in court, and the police’s ban-skirting AI
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. A US court just put ownership of CRISPR back in play The CRISPR patents are back in play. Yesterday, the US Court of Appeals for the Federal Circuit said scientists Jennifer Doudna and…  ( 22 min )
    Police tech can sidestep facial recognition bans now
    Six months ago I attended the largest gathering of chiefs of police in the US to see how they’re using AI. I found some big developments, like officers getting AI to write their police reports. Today, I published a new story that shows just how far AI for police has developed since then.  It’s about…  ( 21 min )
    A US court just put ownership of CRISPR back in play
    The CRISPR patents are back in play. On Monday, the US Court of Appeals for the Federal Circuit said scientists Jennifer Doudna and Emmanuelle Charpentier will get another chance to show they ought to own the key patents on what many consider the defining biotechnology invention of the 21st century. The pair shared a 2020…  ( 20 min )
  • Open

    Malaysia Sees A 3,400% Increase In GPU Imports This Year
    3,400%. That’s how much the GPU importation volume has increased in Malaysia since 2023, with US$6.45 billion (~RM27.86 billion) worth of GPUs having been imported into our country since the start of this year, and we haven’t even entered into the month of July. According to X user Kakashii, the month of April saw Malaysia’s […] The post Malaysia Sees A 3,400% Increase In GPU Imports This Year appeared first on Lowyat.NET.  ( 16 min )
    GAC M8 PHEV MPV Is Open For Booking
    The GAC M8 plug-in hybrid made its first public appearance at the ongoing Malaysia Auto Show (MAS 2025) after it was previewed at the end of last year. Currently, the plug-in hybrid (PHEV) MPV is open for booking and will be launched with an estimated starting price of RM333,000. The GAC M8 comes in two […] The post GAC M8 PHEV MPV Is Open For Booking appeared first on Lowyat.NET.  ( 17 min )
    Samsung Galaxy Z Flip7 All-Screen Cover Shown In One UI 8 Leak
    Back in March, a rumour that the Samsung Galaxy Z Flip7 will feature a larger cover display compared to its predecessors. Now, this rumour may hold water as a recent One UI 8 leak shows an edge-to-edge cover display for the upcoming foldable. According to Android Authority, animation files found within leaked One UI 8 […] The post Samsung Galaxy Z Flip7 All-Screen Cover Shown In One UI 8 Leak appeared first on Lowyat.NET.  ( 16 min )
    Samsung May Replace Galaxy S26 Plus With Edge Model
    In the midst of its launch of the Galaxy S25 Edge, Samsung is apparently already in the early stages of the development of the Galaxy S26 lineup. One of the suspected strategies of the upcoming phone series has been revealed, which involves the Edge variant. According to recent reports, the brand might be replacing its […] The post Samsung May Replace Galaxy S26 Plus With Edge Model appeared first on Lowyat.NET.  ( 16 min )
    Alcatel Teases Smartphone Featuring A Stylus; Called V3 Ultra
    We haven’t heard the name Alcatel in awhile, especially in the context of smartphones. But it looks like the brand may be making a comeback in said market, what with an executive showing off the retail box of what looks to be an upcoming phone under the brand. The name of the device, as written […] The post Alcatel Teases Smartphone Featuring A Stylus; Called V3 Ultra appeared first on Lowyat.NET.  ( 16 min )
    MCMC Removes Over 40,000 Fake, Scam Content Online
    The Ministry of Communications, through the Malaysian Communications and Multimedia Commission (MCMC) has reportedly removed 10,493 pieces of fake content, and 30,427 scam-related items from online platforms. The removal of these nefarious content took place from between January this year, until 15 April. Teo Nie Ching, the Deputy Communications Minister, stated that the statistics show […] The post MCMC Removes Over 40,000 Fake, Scam Content Online appeared first on Lowyat.NET.  ( 15 min )
    TNB: Crypto-Related Electricity Theft Records 300% Rise
    Electricity theft cases related to illegal cryptocurrency mining operations have surged by nearly 300%, according to Tenaga Nasional Berhad (TNB). In a recent statement to The Star, the national utility provider revealed that the number of power theft cases linked to cryptocurrency mining jumped from 610 cases in 2018 to 2,397 in 2024.  The cases […] The post TNB: Crypto-Related Electricity Theft Records 300% Rise appeared first on Lowyat.NET.  ( 16 min )
    Kineta, Charge+ Form Partnership To Expand EV Charging Ecosystem
    Electric vehicle (EV) sales in Malaysia are projected to triple by 2030, making it crucial to ensure the availability of sufficient charging infrastructure to support a smooth transition for consumers. With this in mind, Kineta Sdn Bhd and Charge+ announced a strategic partnership last week at the ongoing Malaysia Auto Show (MAS 2025). With the […] The post Kineta, Charge+ Form Partnership To Expand EV Charging Ecosystem appeared first on Lowyat.NET.  ( 16 min )
    Samsung Launches Odyssey OLED G6 Gaming Monitor
    Samsung recently announced the Odyssey OLED G6, a gaming monitor that it is touting as the world’s first OLED gaming monitor with a 500Hz refresh rate. “Samsung continues to lead the gaming monitor industry with breakthrough innovations that redefine how games are experienced,” said Hoon Chung, Executive Vice President of Visual Display (VD) Business at […] The post Samsung Launches Odyssey OLED G6 Gaming Monitor appeared first on Lowyat.NET.  ( 16 min )
    ShopeePay Introduces Zurich Travel Takaful
    ShopeePay and Zurich General Takaful have partnered to introduce Zurich Travel Takaful, a Shariah-compliant travel protection plan. The travel plan was conceived to meet a growing demand for Shariah-compliant protections, and caters to both short-term and frequent travellers, offering plans for single and annual trips. Zurich Travel Takaful starts from RM3 per day for domestic […] The post ShopeePay Introduces Zurich Travel Takaful appeared first on Lowyat.NET.  ( 15 min )
    OPPO Pad SE To Launch In Malaysia On 15 May
    Having appeared in the SIRIM database previously, it’s probably no surprise that the OPPO Pad SE will be getting an official launch locally. Since then, the company has announced a date on which that will happen, as well as confirm one item in its spec sheet that was previously leaked. The launch date for the […] The post OPPO Pad SE To Launch In Malaysia On 15 May appeared first on Lowyat.NET.  ( 16 min )
    vivo V50 Lite 5G Review: A Little More Style Than Substance
    The V50 Lite is vivo’s latest addition to its mid-range V series, having been launched at the end of last month. It’s meant to be a stripped-down version of the V50 that comes at a more affordable price, with variants ranging from RM1,299 to RM1,699. The review model has a 12GB + 256GB storage configuration […] The post vivo V50 Lite 5G Review: A Little More Style Than Substance appeared first on Lowyat.NET.  ( 23 min )
    Sony Officially Announces The Xperia 1 VII
    Sony has ended its silence and officially announced the Xperia 1 VII. The phone is the direct successor of the Xperia 1 VI we reviewed last year and features some year-on-year update to its hardware. Starting with the internal specs, the Xperia 1 VII is powered by the Qualcomm Snapdragon 8 Elite SoC, has 12GB […] The post Sony Officially Announces The Xperia 1 VII appeared first on Lowyat.NET.  ( 15 min )
    HONOR Magic V5 Specs Leak, May Pack 5,950mAh Battery
    HONOR will apparently be releasing its Magic V5, as reported by leakster @ZionsAnvin via X. As per his post, the phone has received a Ministry of Industry and Information Technology (MIIT) certification in China under the model number MBH-AN10, as well as a China Compulsory Certification (3C). The phone’s listings indicate a battery with a […] The post HONOR Magic V5 Specs Leak, May Pack 5,950mAh Battery appeared first on Lowyat.NET.  ( 16 min )
    Perodua Assures Safety Is A Top Priority In Its EV Development
    Perodua assures the public that safety remains its top priority in the development of its first EV. Its president and Chief Executive Officer, Datuk Seri Zainal Abidin Ahmad, emphasised that safety is being prioritised at every stage of the process — from the vehicle itself to factory operations and worker welfare. While many people are […] The post Perodua Assures Safety Is A Top Priority In Its EV Development appeared first on Lowyat.NET.  ( 16 min )
    Samsung Galaxy S25 Edge Now Official In Some Markets; Malaysia Excluded
    After its first teaser at the end of the Galaxy S25 series, Samsung dropped the first official teaser for the Galaxy S25 Edge. Leaks have gone out the wazoo since, but that has come to an end as the official launch is now behind is. With that, the South Korean tech giant also confirmed its […] The post Samsung Galaxy S25 Edge Now Official In Some Markets; Malaysia Excluded appeared first on Lowyat.NET.  ( 16 min )
    Apple Reportedly Considering Hiking Prices For Upcoming iPhone 17 Series
    Apple is reportedly considering raising prices for its upcoming iPhone 17 lineup, but is taking steps to avoid associating the move with escalating US tariffs on Chinese imports. Citing sources familiar with the matter, the Wall Street Journal reports that the company is aiming to justify the potential increase by introducing new features, including a […] The post Apple Reportedly Considering Hiking Prices For Upcoming iPhone 17 Series appeared first on Lowyat.NET.  ( 16 min )
    Apple Pay Support Arrives To PlayStation 5
    Sony has recently introduced Apple Pay support to its PlayStation 5 console. First spotted by 9to5Mac, this addition allows users to buy games, downloadable content (DLC), and other items with the payment option via the PlayStation Store. During the checkout process on the PS5, choosing the Apple Pay option will generate a unique code on […] The post Apple Pay Support Arrives To PlayStation 5 appeared first on Lowyat.NET.  ( 15 min )
    US, China Reduce Tariffs For 90 Days
    The US and China have reached a mutual agreement to reduce tariffs by 115% for 90 days as the two countries continue to negotiate a long-term deal. The deal was made over the weekend in Geneva and will see the US lowering additional tariffs on Chinese goods from 145% to 30%, while China will lower […] The post US, China Reduce Tariffs For 90 Days appeared first on Lowyat.NET.  ( 16 min )

  • Open

    Curve Finance warns its DNS has been hijacked again
    Update May 13, 12:33 am UTC: This article has been updated to include more information from Curve Finance. Decentralized finance (DeFi) protocol Curve Finance has warned that a hacker has again hijacked its domain name system (DNS), sending users to a malicious website.   In the second attack on its infrastructure in a week, the “curve.fi DNS might be hijacked. Don’t interact!” the team said in a May 12 warning to X. In a follow-up post to a user asking whether it was a hack or a hijack, the Curve Team said the website “Points to the wrong IP” when users try to visit. A DNS works like a directory that translates domain names into IP addresses.  Source: Curve Finance The team also said in another update that the “Password is secure,” its two-factor authentication was set up a “long time ag…
    DeFi lender Aave reaches $40B in value locked onchain
    Aave, a decentralized finance (DeFi) protocol, has reached a new record of funds onchain, according to data from DefiLlama. In an X post, Aave said it topped $40.3 billion in total value locked (TVL) on May 12. Onchain data reveals that Aave v3, the latest version of the protocol, has approximately $40 billion in TVL. Aave is a DeFi lending protocol that lets users borrow cryptocurrency by depositing other types of cryptocurrency as collateral. Meanwhile, lenders earn yield from borrowers.  “With these milestones, Aave is proving its dominance in the Lending Space,” DeFi analyst Jonaso said in a May 12 X post. TVL represents the total value of cryptocurrency deposited into a protocol’s smart contracts.  Aave v3’s TVL over time. Source: DeFiLlama Related: AAVE soars 13% as buyback proposal…
    Top TRUMP whales hold $174M in tokens ahead of dinner with US president
    The list of the top holders of US President Donald Trump’s memecoin has been finalized ahead of background checks to apply for a dinner and “VIP tour” with the president on May 22. In a May 12 X post, the TRUMP memecoin project said it would stop considering additional purchases for a dinner with the president, adding that the top tokenholders had been notified to apply for background checks if they wanted to attend. According to data provided on the project’s leaderboard, the top 220 wallets held more than 13.7 million tokens as of May 12, worth roughly $174 million at the time of publication. Top 10 TRUMP memecoin holders as of May 12. Source: TRUMP memecoin project It’s unclear who, if any, of the wallet holders will choose to apply for and attend the dinner with Trump, or the “exclusi…
    Coinbase stock surges as it’s set to join the S&P 500
    Coinbase Global (COIN) will join the Standard and Poor's 500 (S&P500) index fund on May 19, financial information services platform S&P Global said in a recent statement. The crypto exchange will replace Discover Financial Services (DFS), which was recently acquired by Capital One Financial Corp (COF), S&P Global said on May 12.S&P Global’s confirmation of Coinbase Global being inserted into the S&P 500. S&P Global The S&P 500 is a stock market index that tracks the performance of 500 of the largest, publicly traded companies in the US, representing a broad measure of the overall US stock market. Coinbase's inclusion in the S&P 500 should increase demand for its stock because index funds and exchange-traded funds that track the S&P 500 must buy COIN shares to mirror the index. COIN shares immediately rose 8.8% to $225.4 in after-hours trading following the announcement, Google Finance data shows. Related: $45 million stolen from Coinbase users in the last week — ZachXBT The crypto exchange joins Tesla and Block Inc. as the other large corporate Bitcoin holders currently in the index fund, which tracks an aggregate market cap of more than $49.8 trillion as of March 31. Source: Michael Saylor Magazine: Crypto wanted to overthrow banks, now it’s becoming them in stablecoin fight This is a developing story, and further information will be added as it becomes available.
    Bitcoin profit taking at $106K the first stop before new all-time BTC price highs
    Key Takeaways: Bitcoin exhibits a bearish breakout from an ascending channel, with the risk of profit-taking near $106,000. A lower-than-expected US Consumer Price Index (CPI) print could boost Bitcoin, but a higher CPI may increase bearish pressure, leading to a price drop below $100,000. Bitcoin (BTC) price reached an intraday high of $105,800 on May 12 but posted a 3% dip to $101,400 during the New York trading session. On the lower-time frame (LTF) chart, BTC oscillated between an ascending channel pattern before exhibiting a bearish breakout below the bottom range of the pattern. Bitcoin 1-hour chart. Source: Cointelegraph/TradingView With respect to BTC’s stalling bullish momentum, data analytics platform Alphractal noted that BTC re-testing nearing $106,000 resistance levels in…
    US prosecutors recommend 2 years for SEC hacker
    The US government has asked a federal judge to impose a two-year sentence for Eric Council Jr., the individual who helped post a fake message announcing the approval of Bitcoin exchange-traded funds through the Securities and Exchange Commission’s (SEC’s) X account. In a May 12 filing in the US District Court for the District of Columbia, prosecutors recommended Judge Amy Berman Jackson sentence Council to two years in prison for his role in posting a message to the social media platform X suggesting that the SEC had approved spot Bitcoin (BTC) exchange-traded funds (ETFs) for the first time in January 2024. The fake announcement, which shook markets in the roughly 24 hours before the regulator actually approved spot Bitcoin ETFs, led to the arrest of Council. “This case deserves a guideli…
    SEC Chair: Blockchain 'holds promise' of new kinds of market activity
    Blockchain technology could enable “a broad swath of novel use cases for securities” and foster “new kinds of market activities that many of the Commission’s legacy rules and regulations do not contemplate today,” Securities and Exchange Commission (SEC) Chairman Paul Atkins said. During his keynote address at the Commission’s May 12 roundtable on tokenization and digital assets, Atkins welcomed “a new day at the SEC,” adding that “policymaking will no longer result from ad hoc enforcement actions. Instead, the Commission will utilize its existing rulemaking, interpretive, and exemptive authorities to set fit-for-purpose standards for market participants.” Source: U.S. Securities and Exchange Commission A key priority will be to “develop a rational regulatory framework for crypto asset mar…
    Price predictions 5/12: SPX, DXY, BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI
    Key points: Bitcoin price saw profit booking near $105,819, signaling that bears remain active at higher levels. Select altcoins have continued to move higher, indicating increased investor interest.   The SPX and the DXY are playing catch-up to Bitcoin following the US-China trade deal. Bitcoin (BTC) has started the new week on a cautious note, falling below $103,000, but the S&P 500 Index (SPX) and the US Dollar Index (DXY) have risen sharply following the announcement of the US-China trade agreement. One of the reasons could be that other assets are trying to play catch up with Bitcoin, and the sharp rally in the US dollar may be acting as headwinds for Bitcoin in the near term. Bitwise European Head of Research André Dragosch said in a post on X that the firm’s proprietary indicato…
    NYC Mayor doubles down on crypto push ahead of city summit
    New York City Mayor Eric Adams announced partnerships between the city and financial firms as part of his crypto plans. In a May 12 press conference at Gracie Mansion, the the city’s official mayoral residence, Adams said June Ou, founder of financial services company Figure, and Richie Hecker, CEO of private equity firm Traction and Scale, would be assisting the city in its crypto efforts. He spoke of Ou and Hecker acting as advisers for New York City’s next steps in “economic development and opportunities to serve the public using digital assets.”  “We are focused on the long-term values of these technologies for our city and its people, not chasing memes or trends,” said Adams, adding: “If you’re in the crypto, blockchain, Web3 or the fintech space, New York City is open for business.” …
    Bitcoin price sells off after Trump’s US-China tariff deal — Here is why
    Key takeaways: Bitcoin lags as investors shift toward stocks after the US and China strike a deal that could end the current trade war. Macroeconomic conditions are swinging away from gold investing and back to stocks.  Bitcoin (BTC) reached its highest price in over three months at $105,720 on May 12, but was unable to maintain its bullish momentum. Interestingly, the drop to $102,000 came after a temporary easing in the US-China tariff conflict. This has left traders puzzled as to why Bitcoin reacted negatively to what seemed like positive developments. The 90-day truce reduced import tariffs, and US Treasury Secretary Scott Bessent noted that the agreement could be extended, provided there is a genuine effort and constructive dialogue. According to Yahoo Finance, the topics under dis…
    BlackRock flags quantum computing as risk for Bitcoin ETFs
    Emerging technologies, including quantum computing, could potentially render the cryptography securing Bitcoin and other blockchain networks ineffective, asset manager BlackRock said in a regulatory filing.  On May 9, BlackRock updated the registration statement for its iShares Bitcoin ETF (IBIT). The revised version addressed potential risks to the integrity of the Bitcoin network posed by quantum computing, the filing shows. “[I]f quantum computing technology is able to advance […] it could potentially undermine the viability of many of the cryptographic algorithms used across the world’s information technology infrastructure, including the cryptographic algorithms used for digital assets like bitcoin,” BlackRock said. It is the first time the asset manager has explicitly flagged this r…
    USDt market cap hits $150B for first time as Tether eyes US expansion
    Tether’s USDt (USDT) surpassed a $150 billion market capitalization for the first time on May 12, marking a new milestone amid growing stablecoin adoption. USDt’s circulating supply has expanded by over 36% in the past year, with growth accelerating in November following the election of US President Donald Trump. USDt’s market cap growth over the past year. Source: CoinMarketCap At its current supply, Tether accounts for 61% of the global stablecoin market, according to CoinMarketCap data. It’s followed by Circle’s USDC (USDC), which accounts for nearly 25% of the stablecoin market.  As the world’s largest stablecoin, Tether is widely viewed as a barometer for cryptocurrency demand, given its central role in providing liquidity and funding for crypto trading. Tether is part of a broader tr…
    Bitcoin short-term ‘technical sell-off’ under $100K possible ahead of May 13 CPI print
    Key takeaways: Possible de-risking ahead of the May 13 CPI print could be playing a role in today’s BTC price correction. Bitcoin market structure and qualitative fundamentals remain bullish, suggesting today’s correction could be short-lived. Bitcoin (BTC) price briefly stumbled on May 12, falling to $102,388 after hitting an intraday high at $105,819 during the US trading session. At first glance, the abrupt correction seemed unexpected given the positive news of the day. Since Sunday evening (May 11), mainstream media headlines have reported on the positive headway made in the US-China trade talks occurring in Switzerland, and throughout the evening, President Trump ran his victory lab via Truth Social posts heralding the positives of the deal.  BREAKING: U.S. Announces China Trad…
    US real estate asset manager launches $100M tokenized fund with institutional backing
    Patel Real Estate Holdings (PREH) has launched a $100 million tokenization fund on the Chintai blockchain, aiming to give accredited investors access to institutional-grade real estate opportunities. The new PREH Multifamily Fund is a tokenized investment vehicle focused on vintage Class A multifamily units across the top 20 US growth markets, the company told Cointelegraph on May 12. “The entire structure is digital-native from the start — compliant onboarding, reporting, capital calls, and (potential) secondary market transfers,” a PREH spokesperson said. The fund is part of a broader $750 million investment vehicle co-developed by PREH and several institutional firms, including Carlyle, DRA Advisors, Walton Street Capital, RPM and KKR. Initially, the company said that $25 million of the…
    Will Bitcoin hodlers be the reason more countries adopt wealth taxes?
    Opinion by: Robin Singh, CEO of Koinly Is there a catch for Bitcoin hodlers, with the asset’s price up over 600,000% since the beginning of 2013?  Perhaps — if governments keep waking up to Bitcoin’s value, the whole “you only pay tax when you sell” mantra could soon be a thing of the past. What if a wealth tax is the answer for revenue-hungry tax agencies with no time to lose? It’s a yearly tax on a person’s total net worth — cash, investments, property and other assets — minus any debts, applied whether or not those assets are sold or generating income. The idea is to boost public revenue and curb inequality, mainly by taxing the ultra-rich. A wealth tax takes a clip off what you own, not what you earn. Countries such as Belgium, Norway and Switzerland have had wealth taxes baked into th…
    Bitcoin all-time high cues come as US-China deal sends DXY to 1-month high
    Key points: Bitcoin seeks consolidation after rapid gains as stocks and the US dollar surge on US-China trade deal news. Nearby order book liquidity forms potential targets for traders, which now include $102,000. A classic moving average retest suggests that a new all-time high should result. Bitcoin (BTC) stuck to $104,000 at the May 12 Wall Street open as markets shifted on US-China trade deal news. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Bitcoin surfs US-China trade deal reactions Data from Cointelegraph Markets Pro and TradingView showed BTC/USD consolidating after hitting its highest levels since late January. The US and China agreed to slash reciprocal trade tariffs on the day, causing the S&P 500 and Nasdaq Composite Index to gain around 3%. US dollar strength a…
    Bitcoin all-time high cues come as US-China deal sends DXY to 1-month high
    Key points: Bitcoin seeks consolidation after rapid gains as stocks and the US dollar surge on US-China trade deal news. Nearby order book liquidity forms potential targets for traders, which now include $102,000. A classic moving average retest suggests that a new all-time high should result. Bitcoin (BTC) stuck to $104,000 at the May 12 Wall Street open as markets shifted on US-China trade deal news. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Bitcoin surfs US-China trade deal reactions Data from Cointelegraph Markets Pro and TradingView showed BTC/USD consolidating after hitting its highest levels since late January. The US and China agreed to slash reciprocal trade tariffs on the day, causing the S&P 500 and Nasdaq Composite Index to gain around 3%. US dollar strength a…
    Trump-linked miner American Bitcoin going public via Gryphon merger
    Bitcoin mining firm American Bitcoin is going public through a merger with crypto mining firm Gryphon Digital Mining, the companies announced on May 12. Under the terms of the deal, Gryphon Digital Mining will acquire American Bitcoin in a stock-for-stock transaction. After the merger, the new company will operate under the American Bitcoin brand and be led by its board of directors, which includes Eric Trump, son of US President Donald Trump. News of the merger coincided with a sharp rise in Graphon Digital Mining’s stock price, which climbed from $0.52 on May 9 to $2.15 at the time of writing, a gain of more than 313%, according to Google Finance. The announcement follows early April reports that American Bitcoin was considering an initial public offering (IPO). Gryphon Digital Mining s…
    Bitcoin, altcoins poised to rally on US-China tariff agreement
    A 90-day tariff agreement between the US and China may set the stage for a broader recovery of stock and cryptocurrency markets, as investors look ahead to a potential tax relief package. The White House announced on May 12 that the two countries will reduce their respective tariffs to 10% for an initial 90-day period beginning May 14 — a 24% cut from current levels. Speaking at a press conference in Geneva, US Treasury Secretary Scott Bessent said both governments are aligned on avoiding further economic decoupling. “The consensus from both delegations is neither side wants to be decoupled,” Bessent said. “What has occurred with these very high tariffs was an equivalent of an embargo, and neither side wants that. We do want trade. We want more balance in trade.” Joint statement on US-…
    Strategy added 13,390 Bitcoin for $1.34B as price topped $100K
    Michael Saylor’s Strategy purchased a fresh batch of Bitcoin as the cryptocurrency pushed above $100,000 last week. Strategy acquired 13,390 Bitcoin (BTC) for $1.34 billion between May 5 and May 11, the firm announced in its filing with the US Securities and Exchange Commission published on May 12. The acquisition has increased Strategy’s total Bitcoin holdings by 2.4% to a total of 568,840 BTC, acquired for approximately $39.4 billion at an average price of $69,287 per coin. An excerpt from the Form-8 by Strategy filed on May 12. Source: Strategy The newly announced purchases were made at an average price of $99,856 per BTC, with Bitcoin reclaiming the psychological mark of $100,000 on May 8. Strategy achieves Bitcoin yield target Following the acquisition, Strategy met its 2025 Bitcoin yield target, co-founder Michael Saylor said in a May 12 post on X. The purchase brought Strategy’s BTC yield — an indicator representing the percentage change of the ratio between its BTC holdings and assumed diluted shares — to 15.5%, Saylor said in a statement on X. Source: Michael Saylor As previously mentioned, Strategy seeks to maintain the Bitcoin yield target at 15% for the entire 2025 after posting a 74% BTC yield last year. Magazine: Adam Back says Bitcoin price cycle ’10x bigger’ but will still decisively break above $100K
    Nakamoto Holdings merges with KindlyMD to build Bitcoin treasury
    Healthcare services provider KindlyMD merged with Bitcoin-native holding company Nakamoto Holdings to build a BTC treasury. According to a May 12 announcement, Nakamoto Holdings — a new company founded by David Bailey, a crypto adviser to US President Donald Trump — plans to build the first global network of Bitcoin (BTC) treasury companies in partnership with BTC Inc. Bailey said: “Traditional finance and Bitcoin-native markets are converging. The securitization of Bitcoin will redraw the world’s economic map. We believe a future is coming where every balance sheet – public or private – holds Bitcoin.” Long-term, the firm’s plan includes developing an ecosystem of Bitcoin-native companies, including media, advisory and financial services, all aiming to accelerate Bitcoin adoption and utility. The company resulting from the new merger aims to accumulate Bitcoin and grow the BTC held per share. Related: Trump crypto adviser David Bailey raises $300M for Bitcoin investment firm Not the first kid on the block Much like Michael Saylor’s Strategy (formerly MicroStrategy), Nakamoto Holdings plans to leverage equity, debt and other offerings to achieve its objectives. The announcement promises that the company will provide “market exposure to Bitcoin within a compliant, transparent structure.” Bailey said that Nakamoto Holdings plans to “bring Bitcoin to the center of global capital markets” by integrating it into equity, debt, preferred shares and “new hybrid structures.” He added: “Our mission is simple: list these instruments on every major exchange in the world.” This is a developing story, and further information will be added as it becomes available. Magazine: Bitcoiners are ‘all in’ on Trump since Bitcoin ’24, but it’s getting risky
    DeGods NFT founder steps down as collection gains traction
    The creator of the non-fungible token (NFT) collection DeGods announced that he has stepped down as the CEO of the project amid an uptick in sales for the collection.  Rohun Vora, known online as “Frank DeGods” on X, said he has stepped down as the project’s CEO, concluding a three-year stint as the head of one of the most popular Solana-based NFT collections.  He named pseudonymous figures 0x_chill and Pastagotsauce as the new leaders of DeGods. “There are no investigations, because I have never done anything illegal. That’s the boring truth,” Vora wrote, addressing speculation about his departure.   The announcement came as the NFT collection started to gain traction on the Ethereum and Solana blockchains.  Source: Frankdegods DeGods’ sales are up 101% on Solana Data tracker CryptoSlam s…
    FTX EU creditors can now withdraw money from Backpack exchange
    Crypto exchange Backpack announced that customers of the defunct crypto exchange FTX EU can begin reclaiming their funds through its service. According to a May 12 X post, Backpack now allows FTX EU users who selected it as the redistribution platform to claim their euro balance. Users must first complete Know Your Customer (KYC) verification on the exchange before they can withdraw funds. Backpack’s support page also explains that the KYC details on the platform must match the ones provided to FTX EU: “If they do not, you will need to contact Backpack EU support at support@eu.backpack.exchange to update your Backpack EU account to reflect the same information used for your FTX EU claim. This ensures a smooth verification process and avoids delays in accessing your distribution.” Related: …
    Crypto speculation dominates $600B cross-border payments: BIS report
    Hundreds of billions of dollars in cross-border cryptocurrency payments flow globally, driven primarily by speculative investment, according to a recent report by the Bank for International Settlements (BIS). The BIS study, published May 8, found cross-border payments using the two largest cryptocurrencies, Bitcoin (BTC) and Ether (ETH), and the two largest stablecoins, USDt (USDT) and USDC (USDC), totaled about $600 billion during the second quarter of 2024, the final observation period covered by the analysis. “Our findings highlight speculative motives and global funding conditions as key drivers of native crypto asset flows,” the BIS said. Cross-border crypto asset flows by quarter. Source: BIS Still, the report noted that stablecoins and low-value Bitcoin transactions are frequently d…
    What is RISC-V, and why does Vitalik Buterin want it for Ethereum smart contracts?
    What is RISC-V? RISC-V, pronounced “risk five,” is a modern open-source instruction set architecture (ISA) based on reduced instruction set computer (RISC) principles. In simple terms, it’s like a blueprint that defines a set of instructions that a processor can execute. RISC-V is designed to be highly modular, efficient and flexible. Originally developed by the University of California in 2010, the open-source framework gives developers the flexibility to tailor its functionality and use cases, plus offers cost savings compared to proprietary ISAs like ARM or x86. This offers a wide range of uses, from supercomputers to smartphones and now blockchains like Ethereum. On April 20, 2025, Ethereum co-founder Vitalik Buterin unveiled a “radical” new sc…
    US crypto ETFs smash new record amid 4-week inflow streak
    Cryptocurrency investment products continued receiving healthy inflows last week, attracting $882 million as global crypto funds approached all-time high asset levels. Global crypto exchange-traded products (ETPs) recorded $6.3 billion of inflows in the past four weeks, accounting for 93% of total inflows year-to-date (YTD), according to data from European crypto investment firm CoinShares. Total YTD inflows now stand at $6.7 billion, closing in on the record $7.3 billion posted in early February, according to CoinShares’ head of research James Butterfill. Weekly crypto ETP inflows since late 2024. Source: CoinShares Amid strong investor demand, crypto exchange-traded funds (ETFs) in the United States reached a record $62.9 billion in cumulative net inflows since launch in January 2024, su…
    BTC bulls get 'biggest signal' — 5 Things to know in Bitcoin this week
    Bitcoin (BTC) launches into US CPI week with new multimonth highs as traders dig in for volatility. BTC price action is giving increasingly bullish signals, joined by a key cross on the weekly MACD indicator. The weekly close fell just short of expectations, raising doubts over whether price discovery will return in the immediate future. CPI and PPI headline the week’s US macro data drops, but markets are all about the US-China trade deal and its implications. Bitcoin supply in loss drops below 2% in a rare test of hodlers’ staying power. Despite the gains, crypto market sentiment remains cool amid a lack of mainstream interest. Bitcoin MACD cross copies October 2024 Bitcoin managed to preserve its highest levels since January around the weekly close as bulls battle resistance belo…
    Ethereum flips Coca-Cola and Alibaba as ETH gains 42% in 5 days
    Ether’s market capitalization surged 42% in five days following the successful launch of Ethereum’s Pectra upgrade on its mainnet.  On May 12, the company data tracker 8marketcap showed that Ether (ETH) surpassing Coca-Cola and Alibaba, ranking as the world’s 39th-largest asset by market capitalization. At publication time, ETH was trading at approximately $2,550, with a market cap exceeding $308 billion.  By comparison, Coca-Cola stock trades at around $70, giving it a market cap of $303.53 billion. Alibaba stock trades at about $125, with a market capitalization of $303.72 billion.  ETH’s recent price action comes on the heels of a network upgrade that improves the storage of layer-2 scaling data, validator user experience and smart account wallet user experience features.  Ether surpass…
    What is social engineering in crypto (and how to protect yourself)?
    Social engineering in crypto, explained In the world of cryptocurrency, security goes beyond just protecting your wallet with a password or private key. One of the most deceptive and increasingly dangerous threats to crypto users today is social engineering. While you might think of cyberattacks as highly technical affairs, social engineering manipulates the most vulnerable aspect of security: human nature.  At its core, social engineering refers to the act of manipulating people into divulging confidential information or granting unauthorized access to systems.  Unlike traditional hacking, which typically exploits technological vulnerabilities, social engineering targets the human element. Attackers rely on deception, psychological manipulation an…
    Crypto custodian BitGo secures MiCA license in Germany
    Goldman Sachs-backed cryptocurrency custody firm BitGo is the latest cryptocurrency company to secure regulatory approval to operate across the European Union. Germany’s financial regulator, the Federal Financial Supervisory Authority (BaFin), granted BitGo Europe a Markets in Crypto-Assets Regulation (MiCA) license to provide digital asset services in the EU, the firm announced on May 12. The license allows BitGo to offer services to crypto-native firms and traditional finance institutions, including banks and asset managers within the EU. Source: BitGo “This license underscores our commitment to the highest standards of security, transparency, and trust,” BitGo Europe managing director Harald Patt said. BitGo set up the EU headquarters in 2023 Founded in 2013 in Palo Alto, California, Bi…
    Bitcoin set for $150K BTC price rally as US, China agree to slash tariffs
    Key takeaways: Bitcoin broke above $105,700 after the US and China agreed to slash tariffs. A confirmed bull flag breakout on the weekly chart projects a $150,000. Bitwise's sentiment index warns of potential short-term overheating. Bitcoin (BTC) bulls cheered a major development in the ongoing US-China tariff talks, with the cryptocurrency climbing over the $105,700 mark on May 12 for the first time in four months, further confirming a bullish continuation setup with a $150,000 price target. BTC/USD weekly price chart. Source: TradingView US-China trade truce fuels Bitcoin boom The catalyst behind Bitcoin’s breakout appears to be de-escalating trade tensions between the US and China. Over the weekend, US Treasury Secretary Scott Bessent and Chinese Vice President He Lifeng struck a d…
    Can you stake Bitcoin (BTC)? Here’s what you need to know
    Key takeaways Though Bitcoin doesn’t support native staking, holders can earn yield through centralized lending platforms, Wrapped Bitcoin (WBTC) on Ethereum, and Bitcoin-related networks like Babylon and Stacks. WBTC allows BTC holders to participate in lending, liquidity pools and yield farming on Ethereum-based DeFi platforms like Aave and Curve but introduces bridge and smart contract risks. Protocols like Babylon and Stacks use mechanisms like native time-locked scripts or stacking to offer rewards without removing BTC from the Bitcoin blockchain. Custodial, smart contract and regulatory risks persist. Bitcoin’s community also remains divided on whether Bitcoin yield generation features align with its decentralized and trust-minimized ethos. Unlike proof-of-stake (PoS) blockchain…
    Feds deny late disclosure of evidence in Samourai Wallet case
    US federal prosecutors have rebutted claims they suppressed evidence in their case against the co-founders of the crypto mixing service Samourai Wallet, arguing their disclosure of a conversation with Treasury Department staff was made within the required timeframes.  In a May 9 letter to a Manhattan federal court, prosecutors opposed a request for a hearing, claiming they handed over “all known substantive communications” between them and the Treasury’s Financial Crimes Enforcement Network (FinCEN) regarding Samourai “months in advance of pretrial motions and trial.” “The defendants will have seven months to make use of the information before trial,” they wrote. “Nothing more is warranted.” On May 5, Samourai co-founders Keonne Rodriguez and William Hill asked the court for a hearing, cla…
    Uniswap becomes first DEX to hit $3T in all-time volume
    Decentralized exchange Uniswap has hit a whopping $3 trillion in aggregate all-time volume, the first decentralized exchange to hit the number.  Uniswap founder Hayden Adams noted the achievement in an X post on May 12, which included a screenshot of a Dune Analytics dashboard counting down to the milestone.  Uniswap also has a current daily volume of $3.3 billion, according to Dune. DeFillama meanwhile shows Uniswap is the leading DEX with a 23% market share in daily volumes, which it reports as slightly lower at $3 billion over the past 24 hours.  The second-largest DEX in volume is PancakeSwap, with $2.7 billion and a 21% DEX market share.  Uniswap has a current total value locked of just under $5 billion. However, this figure is around half of its 2021 all-time high, as overall DeFi to…
    DeFi lending TVL is outpacing DEXs due to more sustainable yield — VC
    Crypto users could be looking for a more sustainable yield this cycle, as total value locked in decentralized finance (DeFi) lending continues to hit new highs while decentralized exchanges (DEXs) have lagged in comparison. DeFi lending protocols are currently the leading DeFi vertical in TVL at $53.6 billion, representing 43% of the $124.6 billion locked across all DeFi protocols. The figure also surpasses liquid staking. Multichain lending protocol Aave currently holds $25 billion of locked value, accounting for nearly half of the DeFi lending market. Change in crypto lending protocol TVL since 2019. Source: DeFiLlama In stark contrast, DEXs, which once held nearly double the TVL of their closest competitor, have dropped from $85.3 billion in November 2021 to $21.5 billion today. Explain…
    Teens kidnap Las Vegas man at gunpoint, stealing $4M in crypto
    Three teenagers have been accused of kidnapping a man at gunpoint after he was returning from a crypto event in Las Vegas, before driving him an hour outside of the city and robbing him of $4 million in crypto and non-fungible tokens. According to police, the incident occurred last November. The victim had finished hosting a crypto-related event in downtown Las Vegas, and when he returned home, the suspects forced him into a vehicle and drove him to a remote desert area an hour away from the city.  There, they forced him to hand over passwords to his accounts, according to a May 10 report from Las Vegas local news outlet 8 News Now.  The man was allegedly told to comply with the teens’ demands if he wanted to “live to see another day,” and because they also “had his dad and would kill him,…
    Metaplanet now holds more Bitcoin than El Salvador
    Japanese investment firm Metaplanet has added another $129 million to its Bitcoin treasury, pushing its total holdings past the Bitcoin-stacking country of El Salvador.  “Metaplanet now holds more Bitcoin than El Salvador. From humble beginnings to rivaling nation-states, we’re just getting started,” said CEO Simon Gerovich on X after the latest purchase announcement.  On May 12, the Tokyo-listed firm announced that it had acquired 1,241 Bitcoin (BTC) for 14.8 million yen ($101,843) per coin. The total buy, at its highest ever purchase price, is worth around $129 million at current market prices.  This brings the firm’s total holdings to 6,796 Bitcoin, currently worth around $707 million, and the average purchase price is $91,000 per Bitcoin. Metaplanet started its BTC accumulation strateg…
    Trump’s US-China trade deal could shed light on Bitcoin’s use case
    Bitcoin’s potential price reaction to a trade deal between the United States and China could give insights into whether Bitcoin is being used as a safe-haven asset in the current market. Bitcoin (BTC) outperformed stocks and held up “incredibly strong” during a sharp sell-off on stock markets in April, following Donald Trump’s announcement of tariffs on “Liberation Day,” observed crypto trader “Daan Crypto” on May 11. Following its plunge to $75,000 on April 7, Bitcoin recovered strongly to trade 27% higher at around $95,000 by the end of the month. Meanwhile, indexes like the S&P 500 and Nasdaq declined in April.  At the time, people wondered if Bitcoin’s relative strength came from the narrative that countries were using Bitcoin to bypass tariffs. The analyst said the opposite should th…
    Stablecoin bill gets second chance with Northern Mariana lawmakers
    Tinian, a small island in the US territory of the Northern Mariana Islands, could get a second chance at launching a stablecoin after the territory’s Senate voted to override the governor’s earlier veto of its stablecoin bill. On May 9, the Northern Mariana Islands Senate voted 7-1 to override Governor Arnold Palacios' April 11 veto of the bill, which would allow the Tinian local government to issue licenses to internet casinos and includes a provision for the Tinian treasurer to issue, manage and redeem a “Tinian Stable Token.”  The bill will now head to the 20-member Northern Mariana Islands House, which will need a two-thirds majority vote to override the veto and pass the bill into law. If the House is quick to pass the bill, the Tinian government could be in the lead for the first US …
    ‘Dark stablecoins’ could emerge as regulations tighten
    Censorship-resistant “dark stablecoins” could come in increasing demand as governments tighten their oversight of the industry.  Stablecoins have been used for various groups to store assets due to a lack of government interference; however, with regulations pending, that could soon change, Ki Young Ju, CEO of crypto analytics firm CryptoQuant, said in a May 11 X post. “Soon, any stablecoin issued by a country could face strict govt regulation, similar to traditional banks. Transfers might automatically trigger tax collection through smart contracts, and wallets could be frozen or require paperwork based on government rules,” he said. “People who used stablecoins for big international transfers might start looking for censorship-resistant dark stablecoins instead.” On the heels of US Presi…
    Ledger secures Discord after hacker bot tried to steal seed phrases
    Hardware wallet provider Ledger has confirmed its Discord server is secure again after an attacker compromised a moderator’s account to post scam links on May 11 to trick users into revealing their seed phrases on a third-party website. “One of our contracted moderators had their account compromised, which allowed a malicious bot to post scam links in one channel,” Ledger team member Quintin Boatwright wrote on the Ledger Discord server.  “The issue was quickly contained: the compromised account was removed, the bot was deleted, the website was reported, and all relevant permissions were reviewed and secured.” Some members in Ledger’s Discord channel claimed the attacker abused moderator privileges to ban and mute them as they tried to report the breach, possibly slowing Ledger’s reaction.…
  • Open

    Sakana introduces new AI architecture, ‘Continuous Thought Machines’ to make models reason with less guidance — like human brains
    While the CTM shows strong promise, it is still primarily a research architecture and is not yet production-ready out of the box.  ( 9 min )
    OpenAI just fixed ChatGPT’s most annoying business problem: meet the PDF export that changes everything
    OpenAI has added a powerful PDF export feature to its Deep Research tool, signaling a major push into enterprise AI and transforming how businesses generate and share insights.  ( 9 min )
    New fully open source vision encoder OpenVision arrives to improve on OpenAI’s Clip, Google’s SigLIP
    A vision encoder is a necessary component for allowing many leading LLMs to be able to work with images uploaded by users.  ( 9 min )
    Glass Imaging raises $20M to use AI to improve digital image quality
    Glass Imaging, a company harnessing the power of artificial intelligence to revolutionize digital image quality, raised $20 million in funding. Global software investor insight Partners led the round. With the funding, Glass Imaging will continue to refine and implement their proprietary GlassAI technologies across a wide range of camera platforms – from smartphones to drones to wearables and […]  ( 7 min )
    Aarki launches Encore as privacy-first mobile growth platform
    Aarki has launched Encore, a next-generation machine learning platform built to deliver full-funnel growth for mobile marketers in a privacy-first landscape. Designed for smarter user acquisition and stronger retention, Encore combines dynamic targeting, continuous model evolution, and SKAN 4-ready optimization.  Encore is the industry’s only unified platform with a privacy-first framework that supports both User […]  ( 5 min )
    Aarki launches Encore as privacy-first mobile growth platform
    Aarki has launched Encore, a next-generation machine learning platform built to deliver full-funnel growth for mobile marketers in a privacy-first landscape. Designed for smarter user acquisition and stronger retention, Encore combines dynamic targeting, continuous model evolution, and SKAN 4-ready optimization.  Encore is the industry’s only unified platform with a privacy-first framework that supports both User […]  ( 5 min )
  • Open

    Understanding LucasArts' iMUSE System
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    Ask HN: Is Slack Down?
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    Wtfis: Passive hostname, domain and IP lookup tool for non-robots
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    Hegel 2.0: The imaginary history of ternary computing (2018)
    Comments  ( 22 min )
    What if humanity forgot how to make CPUs?
    Comments
    Why National Labs are investing (heavily) in AI
    Comments
    Build Your Own Siri. Locally. On-Device. No Cloud
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    Show HN: Lumoar – Free SOC 2 tool for SaaS startups
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    A Proven Guide to Building Your Path to Success
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    Can You Really Trust That Permission Pop-Up on macOS? (CVE-2025-31250)
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    Toward a Sparse and Interpretable Audio Codec
    Comments  ( 2 min )
    HealthBench
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    U.S. Nuclear Emergency Support aircraft touched down in Pakistan
    Comments  ( 12 min )
    Legion Health (YC S21) Is Hiring Founding Engineers to Fix Mental Health with AI
    Comments  ( 10 min )
    Byte Latent Transformer: Patches Scale Better Than Tokens
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    I hacked a dating app (and how not to treat a security researcher)
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    The Internet 1997 – 2021
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    Ex-UK Special Forces break silence on 'war crimes' by colleagues
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    RIP Usenix ATC
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    How to title your blog post or whatever
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    Launch HN: ParaQuery (YC X25) – GPU Accelerated Spark/SQL
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    Traffic Fatalities Are a Choice
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    Show HN: Airweave – Let agents search any app
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    The Barbican
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    Embeddings Are Underrated
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    OpenEoX to Standardize End-of-Life (EOL) and End-of-Support (EOS) Information
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    Demonstrably Secure Software Supply Chains with Nix
    Comments  ( 7 min )
    The great displacement is already well underway?
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    Reviving a Modular Cargo Bike Design from the 1930s
    Comments  ( 5 min )
    Tailscale 4via6 – Connect Edge Deployments at Scale
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    Just Fucking Use HTML
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    Ruby 3.5 Feature: Namespace on read
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    Paul McCartney, Elton John and other creatives demand AI comes clean on scraping
    Comments  ( 5 min )
    Gig Companies Violate Workers Rights
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    The FTC puts off enforcing its 'click-to-cancel' rule
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    A crypto founder faked his death. We found him alive at his dad's house
    Comments  ( 24 min )
    Show HN: CLI that spots fake GitHub stars, risky dependencies and licence traps
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    CrowdStrike CEO Cuts His Voting Power by 92% with Unexplained Gifts
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    University of Texas-Led Team Solves a Big Problem for Fusion Energy
    Comments  ( 7 min )
    Spade Hardware Description Language
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    Spark AI (YC W24) Is Hiring a Full Stack Engineer in San Francisco
    Comments  ( 4 min )
    A community-led fork of Organic Maps
    Comments  ( 4 min )
    Implicit UVs: Real-time semi-global parameterization of implicit surfaces [pdf]
    Comments  ( 802 min )
    Why alien languages could be far stranger than we imagine Essays
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    US Copyright Office found AI companies breach copyright. Its boss was fired
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    Universe expected to decay in 10⁷⁸ years, much sooner than previously thought
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    Armbian Updates: OMV support, boot improvents, Rockchip optimizations
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    White House fires head of Copyright Office amid Library of Congress shakeup
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    Ask HN: Cursor or Windsurf?
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    I ruined my vacation by reverse engineering WSC
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    The Academic Pipeline Stall: Why Industry Must Stand for Academia
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    Continuous Thought Machines
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    Intellect-2 Release: The First 32B Model Trained Through Globally Distributed RL
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    Python lib generates its code on-the-fly based on usage
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    Custom SIM card in Tesla Model 3 2024, Tesla Model Y 2025 and Cybertruck
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    Avoiding AI is hard – but our freedom to opt out must be protected
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  • Open

    Coinbase Shares Jump 8% on S&P 500 Inclusion
    The company is set to join the broad-market stock index on May 19, replacing Discover Financial.  ( 25 min )
    Penny Stocks Attempt to Ride Crypto's Coattails
    Microcaps are announcing crypto treasury plans in an attempt to mimic Strategy's approach.  ( 28 min )
    New York Mayor Eric Adams to Crypto Industry: Come Build an Empire in NYC
    “We’re in the midst of nothing short of a technological revolution,” Adams said at a Monday press briefing. “It’s not the future, it is here and it’s here now.”  ( 26 min )
    Bitcoin Falls Below $102K; Easing of Tariff Risk Could See More Underperformance
    After one month of eye-popping gains, fattened bulls are lightening up after the U.S. and China announced a trade truce.  ( 26 min )
    Here's Why ICON Rebranded to SODAX and Abandoned its Layer-1
    Crypto might now be in the outsourcing phase of capitalism.  ( 27 min )
    Anchorage Digital to Acquire USDM Issuer Mountain Protocol in Stablecoin Expansion Move
    The deal aims to strengthen Anchorage Digital’s role in the institutional stablecoin ecosystem, CEO Nathan McCauley said.  ( 24 min )
    Leemon Baird on Hedera's Technical Gambit and AI’s Future
    The co-founder of Hedera, a speaker at Consensus 2025, says today’s technological advances “will make the Industrial Revolution look minor in comparison.” Interview with Afra Wang.  ( 31 min )
    Market Structure Rules for Crypto Could End Up Governing Core of U.S. Finance: Le
    TuongVy Le, a compliance expert and ex-SEC lawyer, said the rest of the financial industry is likely to migrate into the world overseen by pending regulations.  ( 29 min )
    Stablecoins to Go Mainstream in 2025 After U.S. Regulatory Progress: Deutsche Bank
    Stablecoins are increasingly becoming strategic assets, and support dollar dominance, the report said.  ( 24 min )
    Ethereum’s Next Upgrade ‘Fusaka’ Could Cut Layer-2 and Validator Costs
    Developers have thus far agreed to include one technical change, "PeerDAS," designed to improve data availability.  ( 25 min )
    XRP, BTC Among Major Tokens Flashing Signs of Bulls Returning to Crypto
    The improving market breadth points to growing investor confidence.  ( 24 min )
    DeFi Development Soars 20% as Solana Holdings Top $100M With Latest Purchase
    The Nasdaq-listed firm has accumulated 595,988 in Solana's SOL, worth nearly $105 million, in the month since its crypto pivot.  ( 26 min )
    Malaysia Power Theft by Illegal Crypto Miners Rose 300% Since 2018
    Nationwide raids have shut down an average of 2,300 miners a year operating on stolen power since 2020.  ( 25 min )
    CoinDesk 20 Performance Update: Uniswap (UNI) Surges 12.7% Over Weekend
    Internet Computer (ICP) also gained 12%, as the index traded higher.  ( 21 min )
    BNB Surges Nearly 5% With Strong Volume Support Suggesting Institutional Accumulation
    Strong volume patterns and technical breakouts suggest BNB could target $750 as global economic tensions reshape crypto markets.  ( 24 min )
    David Bailey's Nakamoto Holdings Going Public Via Merger With KindlyMD; Shares Soar 650%
    The company has raised $710 million to pursue its bitcoin treasury strategy.  ( 24 min )
    Trump Family Backed American Bitcoin To Go Public via Merger With Gryphon Digital
    Pre-market spikes follow news of strategic stock-for-stock transaction.  ( 25 min )
    Strategy Makes $1.34B Bitcoin Buy, Adding Another 13,390 BTC
    The Michael Saylor-led company now holds 568,840 bitcoin.  ( 24 min )
    Bitcoin’s Bull Run Against Gold Could Accelerate as U.S.-China Trade Tensions Ease: Chart Analysis
    Easing trade tensions between the U.S. and China could lead to a broader risk-on sentiment and weigh over gold.  ( 25 min )
    Crypto Daybook Americas: Tariff Cut Lifts Bitcoin as Market Readies for Further Gains
    Your day-ahead look for May 12, 2025  ( 40 min )
    TRX Breaks Resistance With 3% Surge Amid Growing Stablecoin Adoption
    TRON's native token shows resilience despite late-hour selling pressure as global economic factors create market uncertainty.  ( 24 min )
    Solana Block Traders See SOL Extending Gains, Surpassing $200 by End-June
    Block traders piled into the $200 call option expiring on June 27.  ( 25 min )
    Stablecoins Will Expand Beyond Crypto Trading, Become Part of Mainstream Economy, Citi Predicts
    The next five years will likely see stablecoins substitute for some overseas and domestic U.S. currency holdings, according to a Citi Future Finance report.  ( 27 min )
    South Koreans Bet Big on XRP, Dogecoin as Easing Trade War Fuels Risk Taking
    Korean crypto markets are experiencing a rally, influenced by a $1 billion short squeeze and improving geopolitical sentiment.  ( 26 min )
    Privacy-Focused Zcash Tops Key Resistance Above $40 to Flash Bull Signal
    The cryptocurrency had been trading in a narrow range since February, with resistance above $40 and support near $25.  ( 22 min )
    Asia’s Biggest Corporate Bitcoin Holder Buys Another $126M in BTC
    Japan’s Metaplanet said Monday it had purchased another 1,241 bitcoin (BTC), bringing total holdings to nearly 6,800.  ( 25 min )
    Ethereum Staking Giant Lido Loses Just 1.4 ETH in Hacking Attempt
    A private key belonging to Chorus Key was compromised, and a governance vote is underway to switch oracle providers.  ( 26 min )
    Bitcoin Eyes Record High Above $109K as U.S Reaches Trade Deal with China, Inflation Data Looms
    China said it will release a joint statement with the U.S. on what was achieved.  ( 27 min )
  • Open

    [Boost]
    Why Your Cloud Strategy Keeps Failing (And How I Fixed It) Samuel Joseph ・ May 12 #devops #cloudcomputing #terraform #leadership  ( 2 min )
    How to Troubleshoot ZK-Proof Generation Issues in Next.js
    Introduction If you're delving into zero-knowledge proofs using Next.js and you've stumbled upon an issue generating zk-proofs, you’re not alone. Many developers encounter challenges when attempting to create zk-proofs with tools like snarkjs. This guide explores a common problem regarding input discrepancies that lead to proof generation failures even when everything seems correct. We'll dive deep into why this might be happening and how to effectively address it. Understanding ZK-Proofs and snarkjs Zero-knowledge proofs (ZKPs) allow one party to prove to another that they know a value without revealing the value itself. The snarkjs library is a popular choice for handling zk-proof generation in JavaScript. It is based on efficient cryptographic schemes, enabling developers to solve com…  ( 5 min )
    Wrkspace: One-Time Setup, Lifetime Productivity
    Wrkspace is the ultimate productivity tool for developers, designed to simplify and supercharge your workflow. With a one-time setup for each project, Wrkspace automates the entire process of booting your local environment, so you can focus on what matters—coding. Works like magic--Configure your project once, use it limitlessly. No more repetitive scripts to switch between projects. With Wrkspace, switching between projects has never been easier. Experience a 300% improvement in startup time, streamline your workflow, and eliminate repetitive tasks. Integrate with Docker, launch your boot scripts, open with your editor, and launch your web pages with a single click. Features at a glance: Full Docker container orchestration Automatic execution of your project’s boot scripts Instant editor & terminal sessions Automatically launch your browser's pages Wrkspace combines all your terminal processes into a single, native, integrated terminal, grouped by project. Transform the way you manage your local development environments—Wrkspace is here to revolutionize your productivity. Since I started using Wrkspace, launching projects on my PC has never been easier. I no longer have to remember which terminal commands to run or keep multiple terminals open. This way, I can start working on my projects and coding without wasting time. Gabriele Pini, Fullstack developer Get started for free at https://wrkspace.co.  ( 3 min )
    Getting Started with Linux: System Information and User Management
    Introduction Linux, known for its reliability, flexibility, and security, is foundational in modern IT environments. Mastering Linux commands boosts productivity, enhances troubleshooting capabilities, and supports critical business operations. In this first article of a two-part series, we explore essential Linux commands related to system information and user management. Real-world business examples and clear explanations will help solidify your understanding. Overview System Information Commands User Management Commands Suggested Screenshot Locations Additional RHCSA Commands Real-world Business Use Case Conclusion Mastering basic Linux commands empowers IT professionals to efficiently manage systems, optimize workflows, and prepare effectively for professional certifications like …  ( 4 min )
    Why Your Cloud Strategy Keeps Failing (And How I Fixed It)
    Let’s be honest: most cloud “strategies” I come across aren’t really strategies — they’re glorified lift-and-shifts. On paper, migrating to the cloud promises flexibility, scalability, and cost savings. But in reality? Many organizations just copy their on-prem setup into AWS, Azure, or GCP — and call it done. As someone who’s spent years helping companies build scalable, secure, and cloud-native infrastructure across multi-cloud environments, I’ve seen this mistake over and over. But one project in particular made this painfully clear. The Lift-and-Shift That Didn’t Shift Anything But what I found was this: configured almost exactly like their legacy setup. 2.They managed access using manually configured Security Groups and Network ACLs — trying to mimic their old firewall rules. 3.Scalin…  ( 4 min )
    Music monnndaaay!
    Music Monday — What are you listening to? (Anything Goes Edition 👐) Michael Tharrington for #music discussions ・ May 12 #watercooler #discuss #music  ( 2 min )
    Debug Smarter: How grep Helps Engineers Fix Issues Fast and Stand Out (Part 2)
    Welcome back to the grep series just because once you’ve seen how powerful this tiny command is, it’s hard to go back to manual scrolling. In this second part, we're taking your command-line detective skills to the next level. These advanced grep techniques don't just save time they fundamentally change how you approach problems, helping you extract details that others often miss. You could be managing production incidents, conducting security audits, or preparing documentation for stakeholders, these techniques will help you move with the precision and confidence that defines truly exceptional engineers. Use Case #6: Show Match Count Use Case #7: Search Case-Insensitively Use Case #8: Show Inverse Results Use Case #9: Search for Lines Starting With a Keyword Use Case #10: Display Context …  ( 5 min )
    10 SQL Anti-Patterns You Must Avoid in Production
    “Slow SQL isn’t always about bad servers — it’s often about bad habits.” As SQL developers and data engineers, we often prioritize functionality and overlook query quality. But poor SQL habits can lead to: Long response times Bottlenecked applications Excessive I/O and CPU Poor scalability In this post, we’ll break down 10 critical SQL anti-patterns and how to fix them. Problem: Querying in a loop for each record. -- BAD: Fetching orders per customer inside loop SELECT * FROM Customers; -- For each customer: SELECT * FROM Orders WHERE customer_id = ?; ✅ Fix: Join and aggregate in one query SELECT c.id, c.name, COUNT(o.id) AS order_count FROM Customers c LEFT JOIN Orders o ON o.customer_id = c.id GROUP BY c.id, c.name; Problem: Leading wildcard disables index usage. SELECT * FROM Products…  ( 4 min )
    What is the fastest way to find common items in two C# lists?
    Finding common items between two generic lists in C# can be a common requirement in many applications, particularly when you want to understand overlaps in datasets. Using the example provided, we will discover how to efficiently identify shared elements between two lists of strings: Understanding the Problem In this scenario, we have two generic lists: List TestList1 = new List(); List TestList2 = new List(); TestList1.Add("1"); TestList1.Add("2"); TestList1.Add("3"); TestList2.Add("3"); TestList2.Add("4"); TestList2.Add("5"); Our goal is to find the common elements in TestList1 and TestList2, which, in this case, should return "3". Efficient Methods to Find Common Items When it comes to finding common elements between two lists, performance is critical, e…  ( 4 min )
    🧩 Rust vs Solidity: Why Solana Uses Rust — Explained Simply
    Solana and Ethereum are two of the most popular blockchains in the world. But if you look under the hood, you’ll notice they speak different “languages.” Ethereum uses Solidity, while Solana uses Rust. So… what’s the difference? And why does it matter? Let’s break it down in plain English. Think of Solidity and Rust like languages people use to build apps — just like websites are built with HTML or JavaScript. Solidity was created specifically for blockchains — especially Ethereum. It’s simple, beginner-friendly, and looks a bit like JavaScript. Rust is more like the serious, high-performance cousin. It’s used to build powerful software like games, browsers, and now — Solana. One of the biggest problems in crypto? Bugs and hacks. Solidity, while easier to use, has been behind many major De…  ( 4 min )
    Laravel Observer: Its Superpowers in Event Structuring
    What is a Laravel Observer? Observers in Laravel are used to listen for specific events on Eloquent models, such as creating, updating, and deleting records. The main advantage of using them is the ability to delegate the data handling logic to a dedicated class, keeping controllers and models leaner. Imagine you need to perform an action every time a user is created. Instead of writing that logic directly in the controller or the model, you can use an Observer to ensure that the logic is isolated and easier to test. Creating an Observer in Laravel is very simple. Let's take a look at a basic example of an Observer for a User model: php artisan make:observer UserObserver --model=User Open the App\Providers\EventServiceProvider file and register the observer: public function boot() { …  ( 4 min )
    Should we start a podcast interviewing our ex-music-school-classmates?
    I'm thinking about starting a podcast with @blumen where we interview a bunch of somewhat successful / living-their-livelihoods-off-of-music people we went to music school with, and see where they are today. Basically Celebrity Catch Up: Life After I Did That Thing but without the Celebrity and without The Thing. 😬 Typing it out now makes it seem like a pretty bad idea, but I think it could be good information gathering for anyone considering music school or working in music. Plus, it would be amusing for our little cohort of music school grads and a fun way for us to reconnect with some folks. According to music-colleges.com (lol), SUNY Fredonia's music program ranks at #276 (out of 1451 schools they evaluated, so technically in the 20%!!). I imagine a podcast like this about Julliard grads would be much more successful, but those people probably wouldn't have good advice or relatable stories for real, non-prodigious but competent musicians. So far our initial brainstorm has us landing around: 30-45 min max Asking people about: What they studied How much schooling they ended up getting Their most memorable Fredonia experience What they do now Career highlights Career lows How much money they currently make (from music) What their advice would be for anyone pursuing their current career, or the program they studied in school Thoughts?  ( 3 min )
    The Philosophy of Film Editing
    The Editor as a Storyteller: Crafting Meaning Through Cuts Film editing is far more than a technical exercise in arranging images; it is a profound act of storytelling. The editor shapes narrative, rhythm, emotion, and even truth by deciding what the audience sees—and when they see it. This power to construct meaning through selection and sequencing makes the editor an essential co-author of a film’s emotional and intellectual impact. At its core, editing transforms raw footage into a coherent and resonant experience. Through choices in duration, order, and juxtaposition, editors influence how characters are perceived, how themes develop, and how a story unfolds. The emotional arc of a scene—whether tranquil or intense—often hinges more on the cut than the shot itself. Editing allows a f…  ( 6 min )
    Working with JSON in PostgreSQL, MySQL & SQL Server
    "Your data isn't always flat — your queries shouldn't be either." SQL databases have evolved to support semi-structured data, especially JSON, alongside traditional relational models. This hybrid approach lets you: Store rich nested data Adapt to evolving schemas Join structured and flexible data together In this article, we’ll cover: JSON column types Querying nested structures Indexing for performance Cross-database examples in PostgreSQL, MySQL, and SQL Server CREATE TABLE users ( id SERIAL PRIMARY KEY, profile JSONB ); CREATE TABLE users ( id INT AUTO_INCREMENT PRIMARY KEY, profile JSON ); CREATE TABLE users ( id INT IDENTITY PRIMARY KEY, profile NVARCHAR(MAX) -- must be valid JSON ); -- Extract scalar field SELECT profile->>'name' AS name FROM users; -- Extract nested …  ( 4 min )
    How to Resolve Address Bar Update Issues in Windows File Explorer
    Introduction If you're encountering problems with the address bar in Windows File Explorer not updating correctly when navigating through shell namespace extension folders, you're not alone. This issue originated from updates made in KB5031455, which inadvertently caused behaviors that led to the navigation bar failing to refresh its path when selecting items. In this article, we'll explore the root cause of this issue, an effective workaround, and discuss potential solutions. Understanding the Issue The failure of the address bar to update can be attributed directly to the interaction of Windows Shell and shell namespace extensions. More specifically, the IExplorerPaneVisibility::GetPaneState method has been identified as presenting problems when installed with certain Windows updates, pa…  ( 5 min )
    Ambient Invisible Intelligent: The seamless Integration of AI
    Ambient Invisible Intelligent: The seamless Integration of AI Imagine a world where technology works behind the scenes to make your life easier, more convenient and more enjoyable. ##What is Ambient Invisible Intelligence?## Scenarios: Smart home: Your home adjusts lighting, temperature, and entertainment based on your daily routine and preferences. Personalized health: Wearable devices and sensors monitor your vital signs, providing real-time health advice and alerts. Intelligent transportation: Self-driving cars and smart traffic management optimize routes, reducing congestion and improving safety. Smart workspace: Your office adjusts lighting, temperature, and ambiance to boost productivity and comfort. Ambient Invisible Intelligence works through: Sensors: Collecting data from environment (temperature, light, motion). AI algorithms: Analyzing data, learning patterns, and making decisions. Devices: Executing actions (adjusting temperature, lighting). Connectivity: Seamless communication between devices. Which creates a smart, adaptive environment that responds to needs without manual input. Improves Efficiency: Optimizes processes, reducing time and effort. Enhances Convenience: Automates routine tasks, making life easier. Personalization: Adapts to individual preferences and needs. Increases safety: Monitors and responds to potential risks. Supports accessibility: Assists people with disabilities or limitations. Ambient Invisible Intelligence has the potential to transform our daily lives. As AII continues to evolve, it's essential to consider its impact on our future.  ( 3 min )
    JavaScript Closure Simplified
    Have you ever wondered how JavaScript functions can "remember" things even after they've finished running? That’s the magic of closures, and today we’ll break it down with a simple use case: building a custom counter function. We’ll touch on key concepts like function factories and state persistence to bring this idea home. Closures: For example, in our counter, a variable count is defined inside makeCounter(). The inner function (the actual counter) uses this variable. Thanks to the closure, the count is not lost when makeCounter() finishes, the counter function still remembers it. Function Factory: One Function, Many Counters Think of makeCounter() as a factory. Every time you call it, it gives you a brand new counter, like a fresh instance with its own private count. Each counter is completely independent. State That Sticks(State Persistence) The beauty of closures is state persistence. Since count is part of the closed-over scope, it keeps its value between function calls. That’s what allows the returned function to keep incrementing the same number, step by step. The key takeaway: even though makeCounter() is finished, the returned function still has access to everything defined inside it. That’s the closure in action, enabling encapsulation, memory, and a clean way to manage state without global variables. Closures aren’t just cool, they’re powerful. Once you understand them, you’ll start seeing them everywhere in JavaScript. And best of all, they make patterns like private counters, once complex, totally natural.  ( 3 min )
    A Simple Framework for Designing User Interfaces (for Solo Devs & Small Teams)
    If you're building a product as a solo dev or part of a small team, you've probably struggled with design. You open Figma. You pick a font. Then a color palette. Then you browse some Dribbble shots. Then you go down a dark hole of animations, blur effects, neumorphism... and suddenly you've spent three hours tweaking gradients but your product still doesn't feel right. Here's the problem: you're thinking about design backwards. Design isn't about how your app looks. It's about what it lets people do and how easily they can do it. That's why I follow a dead simple rule: Design functionality first. Make it beautiful later. Design isn't about how something looks it's about what it lets people do. When you focus on visual details too early, you're decorating an idea that hasn't even proven its…  ( 5 min )
    Hello! 😊
    Hi DEV community! My name is Jo. I am a Digital Designer and Learning Technologist at the University of Leeds with a specialism in UX design and web accessibility. My coding journey started over lockdown when I completed a coding bootcamp with The Coders Guild, learning HTML, CSS, basic JavaScript, bootstrap, and Git. I will be honest, I don't need to use it every day for my career so I did forget some of what I've learnt since then but I have started to pick it back up again! My background is in graphic design so I hope to utilise my knowledge in this field to create more visually stunning web experiences. Currently with the support of my colleague, I help create bespoke web development projects that supplement the learning within our online course portfolio. For me personally, these projects are very basic (and partly supported by ChatGPT) because I am still learning... but I hope to change that! My goal is get to the point where I am much better and more confident in my skills at front-end web development and require less hand-holding. I also want to create diverse interactive experiences to hopefully foster genuine curiosity for the subject matter with our students and engage them with the learning material. Managers are more interested in boosting the reputation of the university, but the most important thing for me is to promote academia and make learning fun! Most of my posts will be misc stuff I've learnt and will probably be written with bad or inefficient code rather than being effective tutorials so please read with caution! Thank you for coming on this coding journey with me! If you'd like to connect, my LinkedIn profile is linked before (I no longer use any other social media platform anymore for my professional presence). I am in the process of coding my own website so be sure to keep a look out for this in due time! LinkedIn: https://www.linkedin.com/in/jolaw233/  ( 3 min )
    Think in Sets: Writing High-Performance SQL the Declarative Way
    “SQL is not about loops—it's about logic. The sooner you let go of procedural thinking, the faster your queries fly.” If you’ve come from a programming background, chances are your instinct is to iterate. But SQL wasn’t designed for that. SQL speaks the language of sets, and when you think in sets, your queries become: Faster More readable Easier to maintain In this article, we’ll compare procedural vs set-based logic with clear examples and best practices. Scenario: Mark all Pending orders as Shipped. DECLARE order_cursor CURSOR FOR SELECT id FROM Orders WHERE status = 'Pending'; DECLARE @id INT; OPEN order_cursor; FETCH NEXT FROM order_cursor INTO @id; WHILE @@FETCH_STATUS = 0 BEGIN UPDATE Orders SET status = 'Shipped' WHERE id = @id; FETCH NEXT FROM order_cursor INTO @id; END CLO…  ( 4 min )
    How to Log Python and Bash Output Chronologically in a File
    When working with Python and Bash scripts, logging output can become cumbersome, especially when you want to preserve the chronological order of the messages. The challenge you’re facing is that output from your Bash script is appearing in the log file before the output from your Python script due to buffering issues. This article will guide you through the best practices for ensuring that all outputs are recorded in the correct order, using file descriptors effectively. Understanding Output Buffering When Python writes output to a log file, it may use buffering, meaning it collects a certain amount of data before writing to the file. Similarly, Bash scripts can exhibit this behavior as well. When subprocesses are called within Python, outputs can arrive in an unpredictable sequence, there…  ( 5 min )
    Implementing a Radically Simple Alternative to Graylog
    Back in 2022, my team and I were working on a service which was printing a fairly sizeable amount of logs from a distributed cluster of 20+ hosts: about 2-3 million log messages per hour in total. We were using Graylog, and querying those logs for an hour was taking no more than 1-3 seconds, so it was pretty quick. Infra people hated Graylog though, since it required some annoying maintenance from them, and so at some point the decision was made to switch to Splunk instead. And when Splunk was finally rolled out, I had to find out that it was incredibly, ridiculously slow. Honestly, looking at it, I don't quite understand how they are even selling it. If you've used Splunk, you might know that it has two modes: “Smart” and “Fast”. In “Smart” mode, the same query for an hour of logs was tak…  ( 4 min )
    I've just released git-gpt-commit v0.9.0! 🎉
    I've just released git-gpt-commit v0.9.0 — a Git extension that uses OpenAI's GPT models to automatically generate commit messages via the git gpt commit command. The default model has been upgraded to OpenAI’s GPT-4o. blazing-fast response speed (about twice as fast as GPT-4.1), allowing it to generate commit messages in an instant. very cost-efficient, at half the price of GPT-4-turbo. Previously, only English was supported. Now, with: git gpt lang You can choose from 12 languages for your commit messages: Previously, there was no option to add prefixes to your commits. Now, with: git gpt prefix You can toggle the inclusion of commit prefixes like feat:, fix:, or refactor:. Previously, you had to write your API key in a .env file in your project directory. Now, with: git gpt open-api-key You can now safely add and manage your OpenAI API key directly from the CLI. .env method is still supported as well. git gpt config You can now view all your current settings at once. Once installed, start by registering your OpenAI API key using the command above. Then, just stage your changes with git add, and run: git gpt commit The tool will analyze the staged changes, send them to the GPT model, and generate a context-aware commit message. You’ll need an OpenAI API key. npm install -g @laststance/git-gpt-commit While IDEs like VSCode and Cursor offer AI-assisted commit message generation, I couldn’t find a CLI tool that does the same — and that’s where I spend most of my time working with Git. Most of the features I personally wanted are now implemented, so I’m pretty happy with this release. Links: GitHub|npm  ( 4 min )
    SQL Join Dark Arts: Anti Joins, Semi Joins, and Beyond
    “Beyond INNER and OUTER lies the realm of the JOIN masters.” Modern SQL isn’t just about fetching related rows—it’s about expressing logic concisely, filtering precisely, and maximizing performance. In this article, we’ll explore the most underused join strategies in SQL, often called the “dark arts”: Anti joins (NOT EXISTS, NOT IN, EXCEPT) Semi joins (EXISTS, IN, INTERSECT) Cartesian joins (CROSS JOIN) We’ll walk through practical use cases and advanced examples that turn verbose logic into elegant queries. CREATE TABLE Customers ( id INT PRIMARY KEY, name TEXT ); CREATE TABLE Orders ( id INT PRIMARY KEY, customer_id INT REFERENCES Customers(id), total DECIMAL(10,2) ); INSERT INTO Customers VALUES (1, 'Alice'), (2, 'Bob'), (3, 'Carol'); INSERT INTO Orders VALUES (1, 1, 120.00…  ( 4 min )
    Unveiling GNU Lesser General Public License v3: A Comprehensive Exploration
    Abstract: This post offers a holistic exploration of the GNU Lesser General Public License v3 (LGPL v3). In our detailed analysis, we cover its history, core concepts, unique features, and use cases while comparing it with other open source licenses such as the MIT License and GNU GPL v3. We also outline practical applications, challenges in adoption and enforcement, and innovative trends including dual licensing and emerging blockchain-based funding models like the Open Compensation Token License (OCTL). Whether you are a software developer, legal expert, or tech enthusiast, this post will provide valuable insights in clear, concise language complemented by structured tables and bullet lists for easier comprehension. The world of open source and fair code licenses is complex yet essentia…  ( 8 min )
    How to Configure and Use Regex and Myconio in Code::Blocks?
    Introduction Configuring libraries in Code::Blocks can be daunting, especially when it comes to using advanced libraries such as regex.h and third-party libraries like myconio.h. This article aims to guide you through the entire setup process, ensuring that your development environment is perfectly configured to compile C code with these libraries. Understanding Library Placement When working with C libraries, it’s crucial to understand how to place files correctly for the compiler and linker: Header Files: Files with a .h extension, such as regex.h and myconio.h, should be placed in the include directory of your compiler (e.g., C:\Program Files\CodeBlocks\MinGW\x86_64-w64-mingw32\include). Library Files: Archive files with extensions like .a or .lib, which contain compiled code, should go…  ( 5 min )
    StorageManager API for Managing Offline Data
    The StorageManager API for Managing Offline Data: A Comprehensive Guide Introduction In the age of web applications, the demand for offline capabilities has surged, transforming the way users interact with applications across varying network conditions. The StorageManager API is an integral part of this trend, providing a standardized method for managing storage on the client side, ensuring that web apps not only serve dynamic content but also maintain performance and usability even without a constant internet connection. This article delves into the historical context, technical intricacies, usage patterns, and performance considerations surrounding the StorageManager API. We will also provide in-depth code examples, explore advanced implementation techniques, and discuss th…  ( 6 min )
    Made easy: Installing dbt and Building Your First Model 'Haay!'
    Prequisite: Python and SQL knowledge. cd --create python virtual environment python -m venv dbt_venv --activate the env on cmd/powershell .\dbt_venv\Scripts\activate --to deactivate the venv deactivate Installing dbt; in this case I am using dbt-postgresadapter (otherwise free to use other integrations Install with pip), python -m pip install dbt-core dbt-postgres add .dbt in the users home directory, user dbt will create and maintain profiles .yml which is the dbt configuration file(db and user creadentials are stored) mkdir $home\.dbt initialize dbt project dbt init and then follow to the command prompts that will appear. Navigate to the project folder that was created: cd dbt_project dbt debug command. Create a dbt model; an sql query that is designed to perform a certain transformation task on the data platform. create a .sql file, and making use of CTEs and save. dbt run Its also important to note that at the end of the .yml file, {{ config(materialized = 'table')}}.  ( 3 min )
    🚀 Goodbye SEO, Hello AEO: Navigating the New Era of AI-Driven Search
    TL;DR: The rise of AI tools like ChatGPT and Gemini is killing traditional SEO. The future? AEO – Answer Engine Optimization. Here’s what that means, why it matters, and how to adapt now before your content disappears into oblivion. Search is no longer “just Google it.” We now ask ChatGPT, Claude, or Gemini questions directly and expect concise, authoritative answers. This shift is massive — and it’s just beginning. Search engines are being replaced by answer engines. These answer engines: Summarize vast amounts of content. Don’t just rank — they respond. Skip the list of 10 blue links — and just give the answer. AEO era: Answer Engine Optimization. 📉 Why Traditional SEO Is Losing Relevance Old SEO logic: Target keywords ✅ Stuff them into H1s, meta tags, and alt texts ✅ B…  ( 4 min )
    Querying the Past: Temporal Tables in SQL Server and PostgreSQL
    "Time travel isn’t just science fiction — in SQL, it’s a feature." In modern data systems, auditing and tracking changes over time is essential for: Compliance (e.g., GDPR, HIPAA) Historical reporting Slowly changing dimensions (SCD Type 2) Rollback and debugging Temporal tables enable you to query your data as it was in the past, without building custom history-tracking logic. This post walks through how to use temporal features in: SQL Server (system-versioned tables) PostgreSQL (triggers + audit tables) Let’s create an Employees table with full change history tracking. CREATE TABLE Employees ( ID INT PRIMARY KEY, Name NVARCHAR(100), Title NVARCHAR(100), ValidFrom DATETIME2 GENERATED ALWAYS AS ROW START, ValidTo DATETIME2 GENERATED ALWAYS AS ROW END, PERIOD FOR SYSTEM_TIME (V…  ( 4 min )
    How to Find Prior Art for a Patent: Creative Search Methods
    Introduction When you're ready to file a patent, one of the most crucial steps is ensuring your invention is unique. This is where prior art comes into play. Prior art encompasses everything that has been publicly disclosed about an invention before your filing date. Finding it can be challenging, especially when relying solely on traditional patent databases. In this article, we'll explore how to find prior art for a patent through creative and unconventional methods that go beyond the basics. Whether you're an independent inventor, a patent professional, or an IP researcher, this guide offers actionable insights to strengthen your patent search. When preparing to file a patent, understanding prior art is essential. Prior art refers to all publicly available information related to your…  ( 7 min )
    How to Convert HTML and CSS to Flutter for Web Apps?
    Creating a Flutter web application that mimics an existing HTML5 website can be a challenging yet rewarding experience. If you're new to Flutter and want to achieve an exact replication of your existing UI, you're in the right place! Let’s explore how to effectively convert your HTML and CSS codes into Flutter without losing the essence of your design. Understanding Flutter's UI Framework Flutter is a modern UI toolkit that allows you to build natively compiled applications for mobile, web, and desktop from a single codebase. Unlike HTML and CSS, which use a DOM structure, Flutter uses a widget-based approach to create UIs. This means that elements on your screen are created as widgets, which can be composed to make complex UIs. Why Convert HTML/CSS to Flutter? Performance: Flutter apps ar…  ( 5 min )
    How APIs Work: The Invisible Force Behind Modern Apps
    Discover the Tech Power Behind Every Click, Tap, and Swipe Have you ever ordered food online, requested a ride, or checked the weather on your phone—and it all just worked like magic? It might feel effortless, but behind that seamless experience is one of the most powerful tools in modern software: the API. APIs are the quiet force enabling your favorite apps to talk to each other, share data, and deliver real-time functionality. They're not just for developers—they're for anyone who wants to understand how modern technology actually works. API stands for Application Programming Interface. It’s essentially a bridge that lets two applications communicate with one another. Imagine you're in a restaurant. You give your order to a waiter, the waiter goes to the kitchen, the kitchen prepares yo…  ( 5 min )
    Unveiling the BSD 3-Clause License: A Deep Dive into Open Source Permissiveness, Fairness, and Future Innovation
    Abstract This post provides an in-depth look at the BSD 3-Clause License. We explore its historical origins, core features, and how it fits into the evolving ecosystem of open source and fair code licenses. We discuss its wide adoption, practical applications in today’s tech landscape, challenges such as potential exploitation and lack of built‐in compensation, and future innovations. Along the way, we integrate comparisons with similar models, dual licensing strategies, and relevant discussions from both the blockchain and open source communities. Read on for a holistic technical analysis designed for developers, researchers, and legal enthusiasts interested in understanding how the BSD 3-Clause License remains a benchmark of open source freedom and innovation. The BSD 3-Clause License i…  ( 8 min )
    ⚔️ Day 26 Linux Challenge: grep, find, head, tail & wc Edition
    Welcome back to Day 26 of my #100DaysOfLinux challenge! We’re diving deep into essential Linux CLI tools: grep find head / tail wc Ready? Let’s go 💪 🔧 Step 1: Create Your Sample File 🚨 Challenge 1: grep Games 🕵️‍♀️ Challenge 2: Find It Like a Pro 📜 Challenge 3: Head & Tail of the Story 🧪 Challenge 4: Count Me In (wc) 🤖 Bonus Challenge: Find the Unmatched Lines 🏆 Your Turn! 🔧 Step 1: Create Your Sample File Before we jump into the challenges, let’s create a simple file with mixed log lines: This file (file.txt) will be our playground today.Then check with cat file.txt. 🎯 The Tools & Commands You’ll Use Before the challenge, here's your weapon list: Command Purpose grep Pattern matching (search inside files) find Locate files and folders head Show beginning of files tail Show end of files wc Count words, lines, bytes 🚨 Challenge 1: grep Games Find all lines that start with "ERROR". Find lines that end with "completed". Ignore case and search for "warning". Show lines that do not contain "INFO". Count how many times "404" appears. 🕵️‍♀️ Challenge 2: Find It Like a Pro 🎯 Task: Find all .log files in /var/log. Find all .sh files modified in the last 2 days. Find all empty .txt files. Show the first 5 lines of a file. Show the last 15 lines. Watch a log file update live. Count number of lines in a file. Count total words. Get line + word + byte count together. You have two config files: config.old and config.new. config.old but not in config.new. grep -v -F -x -f config.new config.old Pick any 3 challenges above and try them out in your terminal. Then come back and drop a comment: ✅ Which one did you complete? 🚤 Which one was hard? 🚀 Which one was fun? #30DaysLinuxChallenge #CloudWhisler DevOps #Linux #RHCSA #Opensource #AWS #CloudComputing Catch out by My LinkedIn profile https://www.linkedin.com/in/rajpreet-gill-4569b4161/  ( 4 min )
    Code Smell 300 - Package Hallucination
    A chain is only as strong as its weakest link, and hallucinating dependencies will damage your software supply chain. DO NOT trust blindly on AI generators. TL;DR: Avoid hallucinated or fake packages that can compromise security and stability. Unsupervised Vibe Coding Security risks Dependency confusion Too Many Imports Typesquatting Injection attacks Supply chain corruption Untrusted sources Package Poisoning Validate package names Use trusted repositories Lock dependencies Monitor for typos Audit third-party packages Lock dependency versions Use private repositories Verify package checksums Implement allow-lists Audit dependencies regularly When AI generated code add external libraries to your project, you are assuming they come from reliable sources. If you're not careful, you might …  ( 20 min )
    How to Build a .NET PDF Editor (Developer Tutorial)
    Editing PDF files programmatically is a common requirement in enterprise applications — whether you're modifying invoices, generating reports, or enabling users to fill and save forms. The .NET ecosystem lacks native support for advanced PDF editing, which makes third-party libraries crucial. IronPDF is a powerful .NET library that lets developers manipulate PDF documents and implement editing features like adding headers, footers, watermarks, metadata, and merging files. This guide shows how to use IronPDF in a .NET Console Application, but the same code can integrate seamlessly into Web Forms, ASP.NET Core, MAUI, Xamarin, or any other .NET-based app. IronPDF is a commercial .NET PDF library designed to generate, edit, and render PDF files using HTML, CSS, and traditional programming con…  ( 6 min )
    Histórico de precios en anuncios de Idealista (extensión de Chrome)
    ¿Quieres ver el histórico de precios en los anuncios de Idealista? Ahora puedes hacerlo directamente cuando navegas por el portal Idealista con esta extensión de Chrome. Añadir a Chrome 👇🏻👇🏻👇🏻 https://chromewebstore.google.com/detail/oportunista/jiocalhflmhegjbdomaecckggeleeejk  ( 2 min )
    Unveiling GNU General Public License v3: A Comprehensive Exploration of Software Freedom and Open Source Innovation
    Abstract: This post offers an in‐depth exploration of the GNU General Public License v3 (GPL v3). We break down its historical context, core features, and ongoing impact on open source software. We analyze how GPL v3 not only continues to protect software freedom but also encourages sustainable innovation through robust copyleft mechanisms. Additionally, we examine its applications, challenges in dual licensing and compatibility, and future trends in legal frameworks for technology. For further insights, you can refer to the Original Article. The GNU General Public License v3 (GPL v3) is much more than just another open source license—it is a legal instrument that champions software freedom and lays down clear rules for code sharing. Developers, legal experts, and technology innovators ha…  ( 9 min )
    How to Fix 'Wrong page number on setPage() function: 0' in TCPDF
    When working with TCPDF in PHP, encountering the error message 'Wrong page number on setPage() function: 0' can be frustrating. This error typically indicates that the page you are trying to set does not exist, which can happen for various reasons, especially when generating PDFs using dynamic content. In this article, we will explain why this issue arises and provide a step-by-step solution to help you resolve it effectively. Understanding the TCPDF Library TCPDF is a powerful PHP library for generating PDF documents. It allows developers to create complex PDFs with various formats, including headers, footers, and dynamic content from templates. However, as with any library, improper usage can lead to errors that create obstacles in your development process. Common Causes of the 'Wrong pa…  ( 5 min )
    Finding the Row Containing a Target in a Sorted Matrix in Python
    In this problem, you're given a matrix of integers where each row and each column is sorted in ascending order. The goal is to find the index of the row that contains a specific target value. If the target value is not found in the matrix, return None. This is a common matrix problem that can be solved efficiently by taking advantage of the sorted structure. Instead of checking each cell (which would take O(n × m) time), you can reduce the complexity to O(n + m), where n is the number of rows and m is the number of columns. We make use of the matrix's properties—namely that values increase as we move right and down, and decrease as we move left and up. Start from the top-right corner of the matrix. Use a loop to traverse the matrix: If the current value equals the target, return the current row index. If the current value is greater than the target, move left. If the current value is less than the target, move down. If the loop completes without finding the target, return None. def find_row_with_target(matrix, target): if not matrix or not matrix[0]: return None # Matrix is empty n = len(matrix) # Number of rows m = len(matrix[0]) # Number of columns # Start at the top-right corner row, col = 0, m - 1 while row = 0: if matrix[row][col] == target: return row # Target found elif matrix[row][col] > target: col -= 1 # Move left else: row += 1 # Move down return None # Target not found matrix = [ [1, 2, 3, 4], [5, 6, 7, 8], [9, 10, 11, 12] ] print(find_row_with_target(matrix, 7)) # Output: 1 print(find_row_with_target(matrix, 13)) # Output: None This solution demonstrates how understanding data structure properties can lead to more efficient algorithms. Instead of brute-force search, a directional approach through the matrix takes full advantage of the sorted nature, resulting in a linear time complexity relative to the dimensions of the matrix.  ( 4 min )
    Materialized Views in SQL: Supercharging Read Performance
    “When sub-second dashboards matter, pre-aggregation is your best friend — and materialized views are the weapon of choice.” In modern SQL-based systems, developers need fast, repeatable reporting queries. However, querying millions of rows on demand can become a bottleneck, especially for dashboards or business intelligence tools. Enter: Materialized Views — a powerful SQL construct that allows you to precompute and cache complex queries. In this article, we’ll walk through a reporting-grade implementation of a materialized view with: Aggregation Indexing Manual refresh Trade-offs vs regular views We’ll use a sales reporting use case in PostgreSQL, but concepts apply across MySQL and SQL Server. A materialized view stores the result of a query physically — unlike a regular view, which just…  ( 4 min )
    Why Is the Project Planning & Initiation Phase So Important?
    The Project Planning & Initiation phase serves as the groundwork for the entire project lifecycle. It ensures that the team starts with a clear understanding of what needs to be done, who is responsible, and how to tackle potential obstacles. Here's a breakdown of what makes this phase so essential: Setting clear and achievable goals is a primary task during this phase. These goals define the project's purpose and desired outcomes, offering direction and measurable benchmarks. Well-defined goals help all team members and stakeholders stay focused on what success looks like. A crucial part of initiation is establishing who does what. By assigning responsibilities early on, the project manager ensures accountability and avoids duplication of efforts. Each team member knows their tasks, deadl…  ( 4 min )
    💾 I Just Launched My GitHub Database Online (7000+ Repositories Curated)
    Hey folks 👋 Over the past few months, I’ve been curating a large collection of interesting and useful GitHub repositories — projects that show up on Hacker News, Reddit, Twitter, or deep in GitHub itself. I’ve finally compiled over 7,000 repositories into a single browsable database. 🌐 Check it out here: The Internet Cafe It’s organized in a Notion-style format, categorized and searchable. I'm planning to keep updating and improving it over time, possibly adding filters, tags, and maybe an API if there's demand. 🧠 Why I built it: I wanted a personal archive of inspiring open-source projects. Hacker News has gems that disappear after a day. I figured others might benefit from the same archive. 📣 I’d love to hear your feedback — whether it’s about the format, usefulness, or features you'd like to see added. Let me know what you think — and feel free to share it if you think others might find it useful. Cheers!  ( 3 min )
    How to Access an Android Emulator's Local Server from Browser?
    If you're trying to connect to a server running on your Android emulator from your computer's browser, you might find this topic particularly important. Many developers use emulators for testing applications, but accessing the service running inside the emulator can sometimes be a challenge. In this article, we’ll explore how to effectively connect to a server running on an Android emulator using the Angel framework on Flutter. Understanding the Issue Typically, access to a server running on localhost from an Android emulator is straightforward when you're trying to connect to your computer from within the emulator. However, the reverse – reaching into the emulator from an external browser – involves a different set of parameters. The Flutter framework, especially with the Angel backend, r…  ( 4 min )
    Modern C++ 23/26: from concepts to coroutines in high-performance services
    C++ has been a cornerstone of performance-critical software for decades, powering everything from embedded systems to high-frequency trading platforms. Its ability to blend low-level control with high-level abstractions makes it uniquely suited for applications where every microsecond counts. As the language evolves, new standards like C++23 and the forthcoming C++26 introduce features that enhance both performance and developer productivity, particularly in the realm of high-performance services—systems requiring low latency, high throughput, and efficient resource utilization, such as real-time analytics, game servers, or distributed databases. Introduced in C++20, concepts are a mechanism to define requirements on template parameters, bringing clarity and safety to generic programming. …  ( 8 min )
    Model Invocation: Amazon Bedrock
    🖥️ What is Amazon Bedrock? Amazon Bedrock is an AWS service that makes it easy to build and scale generative AI applications using pre-trained Foundational Models. Key benefits include: No infrastructure management Unified API access to multiple model providers Seamless integration with other AWS services (like Lambda, API Gateway, etc.) To follow along, ensure you have: Python 3.7+ python --version pip installed An AWS account with access to Amazon Bedrock Install the AWS SDK for Python: pip install boto3 Configure your AWS credentials: aws configure There are a variety of foundational models that Amazon Bedrock gives you access to from leading AI model providers. For example: Anthropic Sonnet 3.5/3.7 - Great for complex tasks. Stability AI Stable Diffusion – Image generation fr…  ( 5 min )
    How to use EXPLAIN to fix slow queries in MySQL
    Slow queries can quietly erode performance, which frustrates users and strains your system. Fortunately, MySQL offers EXPLAIN, a diagnostic tool that reveals how your queries execute. Think of it as a window into your database engine’s decision-making process. With EXPLAIN, you can figure out exactly why a query is underperforming. Maybe it’s looking at too many rows, ignoring indexes, or struggling with joins. This understanding is key for developers and database administrators who are aiming to optimize performance. To use EXPLAIN, simply place it before your query. It works with SELECT, INSERT, UPDATE, or DELETE statements. For instance: EXPLAIN SELECT name, email FROM customers WHERE age > 30; This will return the query execution plan in table format. +----+-------------+-----------+…  ( 8 min )
    JS Journey: A Beginner’s Roadmap to Web Mastery
    JavaScript is one of the most powerful, flexible, and in-demand programming languages in the world of web development. If you’re looking to embark on a journey toward becoming a web development master, learning JavaScript is essential. Whether you're an aspiring developer, a student, or someone looking to transition into the world of coding, this roadmap will guide you through the essential steps to get started with JavaScript Tutorial and help you grow your skills. In this post, we’ll explore what makes JavaScript such an important language, how you can start learning it, and the key concepts you need to master on your journey to web development proficiency. Before we dive into the specifics of the tutorial, it's important to understand why JavaScript is so crucial. The language powers m…  ( 6 min )
    AWS Solutions Architect Career Path: Roles, Skills, and Certification
    Introduction: The rapid expansion of cloud computing has created significant demand for skilled professionals. Among the most sought-after roles is the AWS Solutions Architect. If you have an aptitude for technology and strategic thinking, exploring the AWS Solutions Architect career path could be highly rewarding. This guide provides an informational overview of the role, responsibilities, required skills, salary expectations, and the certification process involved. An AWS Solutions Architect is fundamentally a cloud design expert specializing in Amazon Web Services (AWS). Much like a traditional architect designs blueprints for buildings, an AWS Solutions Architect designs, builds, and manages cloud environments on AWS to meet specific business needs. Designing Cloud Solutions: Creatin…  ( 6 min )
    Why Ab Initio Was (and Still Is) Years Ahead of Modern ETL Tools
    As someone who's been working as an Ab Initio developer, I’ve had a front-row seat to a reality that many in the data world seem to overlook: Most of the features that big data platforms like Hadoop or Spark introduced as “innovative” already existed — and were mature — in Ab Initio long before they became industry buzzwords. This post isn’t about fanboyism. It’s a perspective from someone who’s seen the nuts and bolts of how real enterprise-scale data processing works, and how underappreciated Ab Initio really is. Partitioning in Hadoop? Great. But Ab Initio had it long before the big data wave hit. The platform's Co>Operating System supports native massively parallel processing (MPP), with built-in strategies like: Round-robin partitioning Key-based partitioning Broadcast or replicated p…  ( 4 min )
    How to Fix Side Effects Between Jest Tests in TypeScript
    Introduction When working with Jest in a TypeScript environment, particularly with mocked functions, you may encounter issues where one test affects another. This problem often arises when mocking is not properly reset, leading to test interference. In this article, we’ll explore why this side effect occurs and provide you with effective solutions, especially in your example involving test cases for the loginPagePresenter. Understanding the Side Effect In your case, the issue stems from the way Jest mocks the apiGateway.post function. When one test modifies the mocked implementation but fails to reset it afterward, it can inadvertently influence subsequent tests. Jest mocks maintain their state across tests unless specified otherwise. This can lead to unexpected results, especially in scen…  ( 4 min )
    Modern CSS Spritesheets with Native HTML Elements
    The common approach to using sprite sheets involves applying CSS classes with pre-calculated coordinates to control the positioning within the sheet. This typically relies on background-image, which does not natively support features like alt text or lazy loading that come built-in with elements. Additionally, using can improve accessibility and semantics depending on how the image is used. This approach builds upon an article on css-tricks, and expands it by introducing scaling of the individual sprites. Skip to Codepen Demo object-fit: none and object-position: x y allow us to select specific areas of an image which is the basis of this idea. The object-position values need to be pre-calculated, just like in the class-based approach. This could be stored as an object literal…  ( 5 min )
    Prompt Engineering
    💡 Think about Inputs and Outputs.... If the Input is confused one, the Output will also be a confused one. So, to get a good Output from anything there must be a good Input. ➡️ What is the Prompt Engineering ? Simply, It is the skill of writing effective and clear instruction (effective and clear prompt) for AI tools like ChatGPT / Claude / Google Gemini.. to get the best Results 🡺 ex ): When we want to get a story using AI tool , prompt 1 -: " Give me a story " prompt 2 -: " Write a 10 sentence story about two best friends in a Consider these two prompts ; prompt 1 - - 👎 [ bad prompt ] prompt 2 - - 👍 [ good prompt (not bad) ] There are not even basic instruction in prompt 1. What is this story about ? What is the purpose of story ? How many sentences or words do you need for the story ? So we won't get a good output using this prompt (prompt 1). ➡️ How to write a clear and effective prompt for AI tools ? These are written under some Models. One of them is shown bellow ⭐ RACEC Model Role - Define the role or persona of the chatbot ex : Think like this.. / Act as that person... Action - Explain as you give instructions to an assistant ex : Write and essay, letter ,email / Analyze this sales data. Context - What is the Target Audience ex : write to university professor Examples - Using examples for your prompt Constraints and Formatting - Explain what are the necessary and 📁 By using models like RACEC, you can structure your prompts to be more effective, creative, and useful !!!  ( 3 min )
    Hoisted and Confused? Let’s Decode JavaScript’s Scope Magic
    JavaScript isn't broken — but if you've ever wondered why a variable returns undefined or a function throws an error before it's even called... you're not alone. Many developers hit weird bugs due to scope and hoisting without realizing what's really going on. I just dropped a post that breaks down: Why var, let, and const behave so differently How JavaScript really handles function and block scopes What hoisting actually does (and doesn’t) How to write bug-free, predictable code If you've ever thought “JavaScript makes no sense”, this post is for you. 👉 I wrote the full breakdown here: Understanding JavaScript Scope and Hoisting: A Beginner to Intermediate Guide  ( 3 min )
    Java Script Engine(How JS Works Behind The Scenes The Engine)
    ** **A JavaScript engine is the core software component that executes JavaScript code, typically as part of a web browser or runtime. Modern engines are highly optimized and use Just-In-Time (JIT) compilation to improve performance . For example, Google’s V8 engine (written in C++) drives Chrome and Node.js, while SpiderMonkey runs in Firefox, JavaScriptCore in Safari, Chakra in (legacy) Edge, and Hermes in React Native. Each engine implements the ECMAScript standard (the formal spec for JavaScript) and often also supports WebAssembly execution in the same sandbox . This means JavaScript engines are critical for making web pages responsive and fast, and even power serverside Node.js apps and desktop frameworks like Electron . How JavaScript Engines Work JavaScript engines transform source …  ( 9 min )
    Setting Up Kubernetes: A Technical Guide to Dependencies Installation and Setup
    Kubernetes has revolutionized the way we deploy, manage, and scale containerized applications. However, before diving into its powerful orchestration capabilities, setting up the dependencies correctly is crucial. In this guide, we'll walk through the essential dependencies required to run Kubernetes, covering local setup with Minikube and installation of kubectl. Understanding Kubernetes Setup Kubernetes is not just a tool—it is a framework that provides a collection of utilities to deploy applications effectively. Unlike traditional cloud infrastructure tools, Kubernetes enables you to fully own and manage your remote machines with the following tasks: Creating clusters and nodes (Master & Worker nodes). Setting up Kubernetes services like API Server, kubelet, and other components. …  ( 4 min )
    Mocking localStorage in Jest (w/o breaking your brain 😂)
    This guide is for a TypeScript setup. If you're using plain JavaScript, you'll still find it helpful, just tweak the type-y bits! Install dev deps npm install --save-dev jest ts-jest @types/jest jest-localstorage-mock Update jest.config.js // jest.config.js module.exports = { preset: "ts-jest", testEnvironment: "jsdom", setupFilesAfterEnv: ["jest-localstorage-mock"], // …other config… }; Write tests describe("localStorage mock", () => { beforeEach(() => localStorage.clear()); it("stores and retrieves a value", () => { localStorage.setItem("key", "value"); expect(localStorage.getItem("key")).toBe("value"); }); // …more tests… }); Ever had a test accidentally wipe out your real browser data? Or tests fail intermittently because of leftover localStorage? I have, an…  ( 4 min )
    Ditching Postman: Why and How I Transitioned to Bruno
    As a developer who regularly works with APIs, Postman has been the go-to choice for testing, documenting, and sharing across teams. However, over time, I began to feel the bloat. Postman became increasingly heavy, slow to start, and frustrating to use in version-controlled environments. That's when I discovered Bruno: a lightweight, open-source API client aiming to take on Postman's heavyweight legacy. In this article, I'll walk you through why I made the switch from Postman to Bruno, what the transition looked like, and how my workflow has improved. Needing no introductions, Postman is undoubtedly a powerful tool. But with power often comes weight: Resource Heavy: Postman's Electron-based architecture makes it noticeably slow and memory-hungry. Git-Unfriendly: Collections are stored in a…  ( 5 min )
    In the Programming World, There Are SIMPs Too
    Let’s talk about something nobody puts on the shiny LinkedIn posts: there are SIMPs in tech too. And no, I’m not talking about romantic simping. I’m talking about people who worship tools, companies, frameworks, or tech celebrities like they’re gods — and lose all critical thinking along the way. Yeah. That kind of SIMPing. The Cult of Tools You’ve probably seen it. Some new framework drops. Some company open-sources a tool. Some CEO posts a half-baked thread on X about “changing the world with AI” and suddenly... there’s a flock of devs blindly defending it like their paycheck depends on it (spoiler: it doesn’t). “X framework is the future! Everything else is trash!” “If you’re not using Y, you’re falling behind!” “Z founder said it, so it must be true!” Bro. Chill. Tools are just tool…  ( 4 min )
    Looking for Feedback on My Dev Portfolio
    I'm relatively new to front end development after working in graphic design, and this is my newly finished portfolio. I know for sure that my projects can be more robust, but until they're ready I'm eager for any feedback on what I'm presenting so far, especially from more experienced developers! Check it out here  ( 3 min )
    How Manual QA Can Implement Left-Shift Testing in Frontend
    Introduction In traditional software development, testing often occurs late in the cycle, leading to bottlenecks and delayed releases. Left-shift testing is a proactive approach where testing activities are introduced earlier in the development lifecycle. While automation is often associated with left-shift testing, manual QA testers can also play a crucial role in implementing this strategy—especially in frontend development. This article explores how manual QA testers can adopt left-shift testing principles to improve frontend quality, reduce defects, and accelerate delivery. Left-shift testing means shifting testing activities left (earlier) in the software development lifecycle (SDLC). Instead of waiting for a fully developed feature, testers engage early in requirements, design,…  ( 5 min )
    Build a Food-Ordering Chatbot in 30 Minutes by .NET 10 and Azure
    Hey there, buddy! cheeseburger with extra pickles"? in just 30 minutes! Let’s go! 🍟 By the end of this guide, you’ll have a chatbot that can handle these three tasty scenarios: Ordering something straight from the menu (like a cheeseburger combo—yum!). Asking for the menu but ordering something that’s not there (sorry, no sushi here, but the bot will help you out!). Canceling an order and starting fresh (because sometimes you change your mind mid-order). Ready? Let’s roll! 🚀 Step 1: Clone the DineBot Repo (5 Minutes) First things first, let’s grab my project from GitHub. git clone https://github.com/ngtduc693/DineBot.git cd DineBot Make sure you’ve got .NET 10.0 SDK installed. This bot is built with .NET 10, so it’s a must-have Let’s get this bot chatting using the Bot Framework Emulator—a super handy tool to test bots locally. It’s like having a mini restaurant right on your laptop! Install the Emulator: Download the Bot Framework Emulator here. Pick the latest version for your OS (Windows, Mac, or Linux). Back in your terminal, inside the DineBot folder, run: dotnet run You’ll see some magic happen in the terminal, and the bot will start listening at http://localhost:3978/api/messages. Keep this URL handy—it’s where your bot lives! Connect the Emulator to Your Bot: Open Bot Framework Emulator and click Open Bot then paste the URL: http://localhost:3978/api/messages Scenario 1: Ordering Something on the Menu Scenario 2: Asking for the Menu but Ordering Something Not Available Scenario 3: Canceling an Order and Starting Fresh  ( 5 min )
    4 Best Frontend Frameworks in 2025: Which One Should You Choose?
    Choosing the right frontend framework for development in 2025 is of utmost importance. Performance, scalability, and developer experience will be key criteria in selecting any development tool. This article compares four hot front-end technologies, React, Angular View, Svelte, and Qwik, so that you can make an best choice. Key Features and Strengths Component-based architecture Huge Ecosystem with Rich Libraries and Tools. Strong Community Support and Corporate Backing (Meta) When to Use React in 2025 Due to its stability and widespread adoption, React is still the first choice for big enterprise applications. With the advent of React Server Components and continuous enhancements to concurrent rendering, React now holds more power than ever. Performance, Scalability, and Ecosystem Amazing for large-scale applications. Strong supports Server-Side Rendering (SSR) and Static Site Generation (SSG). Great ecosystem Next.js, Remix, and React Native. Vue.js: The Developer-Friendly Choice Key Improvements in Vue 3+ The ability to be reactive with a composition API. Optimized performance with tree-shaking. The greater TypeScript support. Best Use Cases and Real-World Examples Vue is a solution framework that can be usable to all medium-sized projects that require a good-performing framework but are very easy to learn and use. It is also well used at PWAs and SPAs. Svelte: The Future of Reactive UI? Performance Benefits and Simplicity Minimal runtime overhead Higher execution and loading speed Readable and simple syntax Adoption Trends in 2025 Svelte is increasing in popularity with developers who value performance and simplicity. It is a great fit for speed-critical applications. Qwik: The New Performance King? Read more....  ( 4 min )
    How to Create Unique ASCII Art Boxes with Background Colors
    Introduction Creating visually appealing ASCII art boxes with distinct background colors can pose a unique challenge for web developers. Traditional methods often involve using multiple div elements to simulate intricate boxes, which can be cumbersome and inefficient. In this article, we'll explore a more effective way to design ASCII art boxes that not only enhances visual appeal but also offers you the flexibility to create varied shapes and sizes effortlessly. Why Traditional Methods Are Limiting Many developers resort to using two overlapping div tags to create the illusion of a colored background within an ASCII box. While this method can work, it often complicates the implementation. Adjusting the size of each box requires recalibrating both divs, which is not only tedious but can le…  ( 5 min )
    Everyone is working on something, and most time we work too hard only to realize that whatever we are building is already outdated or not right for the market. How do you define what is right to build and when to build? Read my thoughts.
    What Are You Building? Scofield Idehen ・ May 12 #programming #webdev #beginners #productivity  ( 3 min )
    How JavaScript helped me find a Car
    I'm looking for a Jetta, and of course, I want to make sure I get the best option. Instead of manually checking car dealers' websites, I'm writing ETLs to collect car data, save it as JSON, and use a Next.js app to display the results. I'm going to write one ETL (Extract, Transform, Load) per website (source). This step involves opening the website and retrieving the data. Sometimes it's in HTML, sometimes in JSON. I'm interested in the following properties: title price year link vin mileage Each website may have a different structure, but the goal is to extract these values. For this demo, I'm keeping it simple by saving a JSON file per site. In a real-world setup, the data would be stored in a database. This script will combine all the JSON files into a single one, simulating what a da…  ( 4 min )
    STON.fi vs SWAP.COFFEE☕️ — Which One’s for You?
    ☕️ SWAP.COFFEE — More Control, Lower Fees Liquidity Aggregator: Connected to DEXs like STON.fi, ensuring the best rates. 🔗 swap.coffee 💎 STON.fi — Fast, Simple, and Native AMM DEX: Fast swaps on the TON network. - 🔗 app.ston.fi/swap 🧠 My Thoughts: Which platform do you prefer, and why? Would love to hear your thoughts!  ( 3 min )
    The Ultimate Beginner’s Guide to Becoming a Developer
    Coding is no longer for computer experts alone; it has become an important skill for everyone. Whether you are interested in building fantastic websites, fantastic apps, or simply want to understand how technology operates, coding will open doors for you. But getting started can be hard. A beginner gets lost in coding languages and tools. And you don't even have to be great at mathematics to learn coding. You can learn Coding step-by-step. This guide takes you through everything you need to know to kick off coding from scratch: Why you need to learn coding. 1. Why Learn to Code? Because every app on your mobile devices, every website that you browse on your computer, and even every smartdevice within the confines of your house are examples of coding in action, then this is what, coding as an excellent skill, is worth learning for: Career Opportunities The booming tech industries in which the use of the program seems to be an all-time high towards building. Creative Freedom Want to build an app for yourself? Create a site for your business? Automate boring chores? Work from Anywhere Many coding jobs offer remote work options. 2. Choosing the Right Programming Language Most of the time, beginners end up trying to grab too many languages at once. A more recommended approach would be to start learning one language and get to know it well enough before moving on. Read more....  ( 4 min )
    How to Create an AWS Account for Individuals: A 5-Step Guide
    Amazon Web Services (AWS) is one of the most powerful cloud platforms in the world, enabling individuals and businesses to run everything from simple websites to complex machine learning applications. If you're just starting your cloud journey, the first step is setting up your own AWS account. This blog will walk you through how to create an individual AWS account in just five simple steps. 🚀 Step 1: Visit the AWS Sign-Up Page AWS homepage and clicking on the "Create an AWS Account" button. personal email address that you have access to, as AWS will send important communications and verification emails. 👉 Tip: Use an email you plan to keep long-term, especially if you want to build a portfolio or work on certifications. 🧑‍💻 Step 2: Enter Personal Account Details Choose "Personal Accou…  ( 4 min )
    MVP in 2 Days: Hype or Real Deal&?
    Hello everyone! MVP in 2 Days: Hype or Real Deal?” that dives into one of the buzziest (and most misunderstood) claims in the startup world: Join us to hear from founders, investors, and tech leaders as they unpack real stories and hard-won lessons from building MVPs fast - and what “fast” really means. 📅 May 22 - 5 pm CEST / 10 am CDT, Online We’ll have a live Q&A and share an insight-packed guide and exclusive community perks. Save your spot: https://lu.ma/27jb3i9n We’d love to see you with us🤗  ( 3 min )
    Why Programming Languages Feel Like Pokémon
    Take this as GIFT : The Evolution of Hacking: From Phone Phreaking to AI Attacks And this : The Forbidden Programming Techniques They Don’t Teach You Learn the programming secrets they don’t teach you in school. Master these techniques, and you’ll be ahead of the pack in no time. Just it, Enjoy the below article.... Imagine programming languages were Pokémon. Yep, weird little creatures you catch, train, and sometimes abandon when a cooler one shows up. Let’s dive into this world where Python is Pikachu, and languages like COBOL are the forgotten fossils you find in a cave somewhere. Python: The Friendly Starter Pokémon Python is that helpful friend who never yells at you for making mistakes. It reads like English, and it's the reason so many kids and beginners get hooked on coding. …  ( 6 min )
    Build a Web Dev Business With Just React
    🎁 Kickstart Your Next Big Project with These GIFTS 🚀 Python Directory Website (650+ Resources) 🚀 JavaScript Directory Website (750+ Resources) 🚀 GoLang Directory Website (2700+ Resources) Each of them is Astro Static Dev. Full-Stack Site 👉 Perfect for indie hackers, developers, and solopreneurs looking for plug-and-play websites you can turn into products, experiments, or profitable tools. Have you ever wondered if your React skills could pay your bills? Spoiler: they absolutely can. how to turn React into a business, one project at a time—without needing VC money, a co-founder, or even clients. Most developers know how to build apps—but they don’t know what to build or how to sell it. Let’s fix that with a simple formula: React Skills + Directory Model = Cash-Flow Micro-Business …  ( 7 min )
    30+ Github Repo For your Next Project | Gittech May 11, 2025
    🎁 Kickstart Your Next Big Project with These GIFTS 🚀 Python Directory Website (650+ Resources) 🚀 JavaScript Directory Website (750+ Resources) 🚀 GoLang Directory Website (2700+ Resources) Each of them is Astro Static Dev. Full-Stack Site 👉 Perfect for indie hackers, developers, and solopreneurs looking for plug-and-play websites you can turn into products, experiments, or profitable tools. 🔗 Website: Available Here 📂 GitHub Repository: https://github.com/inercia/mcp-cli-adapter 📅 Released On: 5/11/2025, 10:30:00 PM 🗣 Join the discussion on GitHub Discussions 📢 Report issues or contribute at GitHub Issues Check it out! 🔗 Website: Available Here 📂 GitHub Repository: https://github.com/LoamStudios/zed-mcp-server-github 📅 Released On: 5/11/2025, 9:08:28 PM 🗣 Join…  ( 10 min )
    MySQL vs MongoDB for SaaS: Which Database Should You Choose in 2025
    For a SaaS (Software as a Service) product, choosing between MySQL and MongoDB depends heavily on the type of data, scalability needs, and how the app works. Use Case Recommendation Traditional SaaS (multi-tenant, structured data, relational) ✅ MySQL Flexible, unstructured, dynamic data (e.g., user-generated content, document-heavy) ✅ MongoDB Feature MySQL (Relational) MongoDB (NoSQL Document) Data Structure Tables, Rows, Foreign Keys (SQL) JSON-like Documents (BSON) Schema Fixed schema (strong structure) Schema-less (flexible) Joins & Relationships Native support Complex joins are harder Transactions Strong ACID support ACID (limited or requires special setup) Scalability Vertical + Read replicas Easily horizontally scalable Performance Great for complex queries, joins Fast for large, flexible datasets Multi-Tenancy Support Very strong (tenant per row, schema, DB) Requires thoughtful design MySQL: SaaS with complex relational data (users, roles, payments, subscriptions). Requires data integrity and transactions (e.g., financial systems). Example: B2B CRM, ERP, Invoicing software. Strong multi-tenant support using shared schema with tenant_id. MongoDB: SaaS with highly dynamic or nested data, like CMS or analytics dashboards. You don’t rely heavily on relationships or joins. You need to store flexible documents per user. Faster iterations and schema evolution. SaaS Type Best DB Project Management Tool (tasks, users, teams) ✅ MySQL CMS/Blog Platform ✅ MongoDB Analytics or IoT Dashboard ✅ MongoDB Accounting / Billing SaaS ✅ MySQL Chat/Messaging SaaS ✅ MongoDB (with Redis/Cache) Some large SaaS companies use both: MySQL for core user/accounts/transactions. MongoDB or ElasticSearch for logs, analytics, unstructured content. If you are: Building a structured SaaS with users, payments, plans, etc. → go with MySQL Building a dynamic content-based platform or analytics service → go with MongoDB  ( 3 min )
    When Your Login Page Becomes the Frontline: Lessons from a Real-World enumeration attack
    As an IAM SaaS company, our work often remains in the shadows—until something goes wrong. Today, I want to shed light on how we handle security at the very first layer all IAM systems have: the login page. Specifically, I’ll walk you through an incident we managed at Cloud-IAM, where we provide a managed Keycloak solution, and share some insights on securing authentication systems against evolving enumeration attack threats. Many of our clients are tech enthusiasts and small companies that want to avoid the complexity of configuring and maintaining Keycloak. Our larger clients, on the other hand, demand resilience. However, resilience is often measured in terms of Monthly Active Users (MAUs), without fully considering the exposure of their service. For example, take two hypothetical compa…  ( 6 min )
    How to Fix JWT Signature Validation Errors in C#
    When working with JWT authentication in C#, you might encounter a common issue: the token signature validation fails due to a missing 'kid' (Key ID) in the header. This issue often surfaces when using the HS256 algorithm without a kid component, particularly when your token is validated against a set of keys that do not match. Understanding JWT Tokens and Signature Validation JWT (JSON Web Token) is a widely used token format for secure communication between parties. A JWT typically consists of three parts: header, payload, and signature. The header contains information about how the token is signed, including its algorithm and, optionally, a 'kid' if multiple signing keys are involved. In situations where the 'kid' is missing, the application may not be able to match the signing key prope…  ( 4 min )
    Beyond the Stars: The Euclid Space Observatory and its Quest to Map the Universe
    “Europe’s new space telescope will create a 3D map of the cosmos to explore the effects of dark energy.”– Korey Haynes In one of my earlier blogs, we spoke about the James Webb Space Telescope and how it is changing our understanding of the universe. If you think the JWST was cool, check this out 👉 The Euclid Space Observatory. Launched on the first of July, 2023, this telescope had a mission — to map the universe. This educational marvel was released by the European Space Agency (ESA), from Cape Canaveral, Florida. Researchers created it to map at least one-third of the cosmos, capturing data up to 10 billion light-years away. In simple terms, the purpose of making the space observatory was to map the geometry of space. Euclid is set out to answer the mind-boggling question of dark energ…  ( 4 min )
    Today I learned about FlexGrid Layout in HTML
    "FlexGrid" is commonly used to describe a grid layout. Why Use a FlexGrid? --A FlexGrid layout is: Responsive by default – it adapts to different screen sizes. Whether you're building a portfolio, product cards, or a blog post layout, FlexGrid is a smart, lightweight option. --HTML structure for FlexGrid Layout: div class="flexgrid"> Post 1 A FlexGrid layout is a clean, efficient way to create responsive web designs using just HTML and CSS.  ( 3 min )
    Why Managed Side Effects Are a Deliberate Design Decision in Elm
    Elm is renowned for its commitment to reliability and predictability in web applications. One of the key design decisions behind Elm’s success is its strict enforcement of managed side effects. Unlike many other languages where developers can introduce side effects at will, Elm mandates that all interactions with the outside world be handled only through its controlled mechanisms. This deliberate choice helps maintain purity, consistency, and overall code health. In this post, we’ll explore: What side effects are and why arbitrary side effects can be problematic. The advantages of Elm’s enforced, managed approach. How Elm implements this design with Commands (Cmd) and Subscriptions (Sub). Real-world scenarios that benefit from this disciplined strategy. A pure function is one that always p…  ( 6 min )
    The Rise and Fall of Comet ATLAS
    “An icy visitor flames out in dramatic fashion”– Sean Walker A comet is a small icy object that orbits the Sun. It’s made of dust, rock, and frozen gases (like water ice, carbon dioxide, and more). I’m sure that everyone’s familiar with this definition of a comet, but today we’re not talking about comets in general but a specific one — ATLAS! Comet ATLAS or C/2024 G3 was named after ATLAS- Asteroid Terrestrial-impact Last Alert System, which was the first to discover it. Comet ATLAS was a 19th-magnitude object. To explain, the magnitude of an object measures its brightness. The brighter the object the lower the number. The comet is also described as having a diffuse coma and a short tail. A coma is a cloud of gas and dust that forms around the nucleus of a comet upon receiving heat from th…  ( 4 min )
    File Read & Write
    In Java, file reading and writing can be done efficiently using buffered streams, readers, and writers. Here's a short explanation with examples: 1. Buffered File Reading (Using BufferedReader) Buffers data for efficient reading (instead of byte-by-byte). import java.io.BufferedReader; import java.io.FileReader; import java.io.IOException; public class ReadFile { public static void main(String[] args) { try (BufferedReader reader = new BufferedReader(new FileReader("file.txt"))) { String line; while ((line = reader.readLine()) != null) { // Reads line-by-line System.out.println(line); } } catch (IOException e) { e.printStackTrace(); } } } 2. Buffered File Writing (Using BufferedWriter) Buffers data for efficient writing. import java.io.BufferedWriter; import java.io.FileWriter; import java.io.IOException; public class WriteFile { public static void main(String[] args) { try (BufferedWriter writer = new BufferedWriter(new FileWriter("output.txt"))) { writer.write("Hello, Java!"); writer.newLine(); // Adds a newline } catch (IOException e) { e.printStackTrace(); } } } 3. Key Classes Class Purpose FileReader / FileWriter Reads/Writes characters (text files). BufferedReader / BufferedWriter Wraps readers/writers for buffered I/O. FileInputStream / FileOutputStream Reads/Writes bytes (binary files). Scanner Alternative for reading text (e.g., new Scanner(new File("file.txt"))). 4. Try-with-Resources Automatically closes files (no need for finally blocks). Used in the examples above (try (BufferedReader ...)). When to Use? Use BufferedReader/BufferedWriter for text files. Use FileInputStream/FileOutputStream for binary files (images, etc.). Use Scanner for parsing structured text. Let me know if you'd like a deeper explanation! 🚀  ( 3 min )
    The Fermi Paradox
    It was a busy day at the Los Alamos National Laboratory in New Mexico. Enrico, the Italian American main character of our story, finally got some free time to get lunch with his colleagues. Forcing his mind into the conversation his mates- Emil, Helbert, and Edward were having, he realizes they were talking of the existence of the unknown. His mind races as he blurts out… “Where is everybody?” -– Enrico Fermi, physicist, 1950 Have you had that eerie feeling when home alone? At first, you’re excited that there is no one to boss you around, you have free will to do pretty much anything, but a couple hours in- the dead silence sinks in. Previously seen in my blog- The Search for Life: The Unlikely Chance of Being Alone in the Vast Universe. We talked about some statistical facts about aliens.…  ( 4 min )
    Untitled22
    Check out this Pen I made!  ( 2 min )
    The Art of Deep Comparison in JavaScript (No Loops Required!)
    ✅ Understanding the Goal You're being asked to implement a function called deepEqual(valueA, valueB) that checks if two values (which can be primitives, objects, or arrays) are deeply equal. The keyword here is deep, this means we can’t just check equality on the surface (like ===), especially for things like objects and arrays. We need to go into nested levels and check if all elements or properties match recursively. 🧠 Think Like This, Before you jump into code, ask yourself questions like: -> What types of values can valueA and valueB be? -> How do I handle primitive types vs arrays vs objects? -> What does it mean for arrays or objects to be “equal”? -> Should I use recursion? 🤔Design Your Thinking Strategy: Base case: If a === b, return true. Type check: If types differ, return false. If both are arrays: Check length. Recursively compare each element. If both are objects (but not arrays): Compare keys. Recursively compare each corresponding value. Otherwise: return false. 🔁 Why Recursion? Why Loops Alone Aren’t Enough? A simple for loop works great when you're comparing flat structures, like two arrays of numbers. But when the data can go many levels deep , arrays inside objects inside arrays, etc. you’d need: a loop inside a loop inside a loop... 😵 or a smarter approach that can handle any depth That’s Where Recursion Shines. Recursion is perfect for tree-like or nested structures, because you can say: “If the current level is an array or object, go deeper and run the same logic again.” So your function ends up being clean and adaptable to any depth. ⚡️Implementation of the deepEqual function using recursion: With a clear understanding of recursion and careful handling of data types, you now have a robust deepEqual function that can accurately compare even the most nested structures, a must-have tool in any JavaScript developer's toolkit.  ( 3 min )
    Why Netflix Doesn’t Trust Auto-Increment IDs: The Untold Power of UUIDs in a Distributed World
    At first glance, an ID might seem like the most boring part of your application. It's just a unique identifier, right? But if you're building systems that scale - across regions, across teams, across microservices - your ID generation strategy can be the silent hero or the hidden landmine. And that’s exactly why companies like Netflix, Twitter, Stripe, and Shopify have ditched traditional auto-incrementing IDs in favor of UUIDs and Snowflake-like systems. Let’s explore why UUIDs are not just random gibberish, but a critical architectural decision in high-scale systems - and what lessons we can steal from the giants. Auto-incrementing integers are deceptively simple and convenient. They work great when: You have a single database. You can guarantee a single source of truth. You're not worri…  ( 5 min )
    What Are the Differences Between Variable Definition, Initialization, and Assignment in C++?
    When reading discussions about C++ variable definitions and their associated rules, it’s essential to understand the distinctions between variable definition, initialization, and assignment. Each concept plays a crucial role in how variables behave within C++ code, and knowing these differences can significantly enhance your programming efficiency. Let's delve deeper into variables in C++ and clarify these terms with examples. Understanding Variable Definition In C++, variable definition is the process of declaring a variable to let the compiler know the variable’s type and its name. For instance: int x; // Variable definition Here, int x; tells the compiler to reserve space in memory for an integer variable named x. However, at this point, x does not hold any value; it’s simply defined. …  ( 5 min )
    Google’s “Desktop View” Might Just Kill Samsung DeX
    Google is testing a new “Desktop View” mode in Android — and it’s more than just screen mirroring. We’re talking about taskbars, resizable windows, mouse support, and full-on multitasking. Basically, a PC layout powered by your phone. If this rolls out, it could mean you won’t need a Samsung device to get that DeX-style desktop experience. Hidden taskbar (like Windows or ChromeOS) Drag-and-drop between apps Resizable, windowed apps Smooth support for external monitors Mouse + keyboard ready It’s currently tucked away in Android beta builds, but signs suggest Google is moving fast with this. Samsung DeX gave us a glimpse of mobile desktop computing. But now Google is building something native — possibly for all Android phones. That means more freedom for users, especially those who want to work on the go with just a phone and a screen. This could shift how we think about smartphones in workspaces. Google’s Desktop View: Turning Phones Into Pocket PCs  ( 3 min )
    Meet Mallient – The email client built for productivity, privacy, and teams
    I’m excited to share something we’ve been working on for the past few months: Mallient, a modern, secure email client built from the ground up to help professionals and teams stay productive — without sacrificing control. Why We Built Mallient We wanted something different: Fast, focused inboxes. Smart organization (without training filters). Full control over security and data. Something we’d actually enjoy using every day. So we built Mallient — a fresh take on email.  ( 3 min )
    Warehouse Security with IoT and Automated Fence Systems
    In today's fast-paced logistics and supply chain environments, warehouse security is no longer just about locked doors and on-site guards. With the rise of the Internet of Things (IoT), securing storage spaces and logistics hubs has become more intelligent, responsive, and automated. In this post, we'll explore how IoT technologies and automated fence systems are revolutionizing warehouse security, and why integrating smart sensors, surveillance, and physical barriers is essential in modern infrastructure. Warehouses are high-value targets for theft, vandalism, and unauthorized access. With growing inventories and around-the-clock operations, ensuring the safety of goods, equipment, and personnel is critical. Traditional security measures are often reactive, relying on surveillance and hum…  ( 5 min )
    Google Agent Development Kit (ADK) Introduction (2): Building a Multi-Agent Meeting Scheduling System
    Learning Objectives Master Tool Development and Integration Patterns: Learn how to design, implement, and integrate multiple tools within a multi-agent architecture. Implement Complex Task Decomposition and Execution: Break down complex tasks like meeting scheduling into multiple steps, executed collaboratively by different agents. API Permission Management and Error Handling: Understand Google Calendar API permission application, token management, and common error handling strategies. Technical Breadth: Compare Google ADK with OpenAI Function Calling for multi-step task planning. This project uses the Google ADK (Agent Development Kit) multi-agent architecture, breaking the meeting scheduling process into three specialized agents: Validator Agent: Validates attendee email formats Sche…  ( 5 min )
    How to Properly Create a Text File with ANSI Encoding in C#?
    Creating text files with specific encodings in C#, particularly ANSI encoding, can sometimes lead to confusion, especially when the output doesn't appear as expected. If you are observing that your file is being saved in UTF-8 encoding instead of ANSI (Windows-1252), let’s explore how to correctly create text files with ANSI encoding in C#. Understanding Encoding in C# When working with text files in C#, it's essential to choose the right encoding. ANSI encoding refers to a legacy encoding standard which, in the context of Windows, often maps to Windows-1252. Notably, the } Registering the Code Pages Encoding Provider Prior to .NET Core 3.0, it was necessary to register the CodePagesEncodingProvider to access ANSI encodings like Windows-1252. You have correctly included the line: Encoding.…  ( 4 min )
    Convertir elementos usando map en Java
    En el post anterior analizamos la conversión de bucles con condicionales de un estilo imperativo a uno funcional. En este post veremos cómo convertir una iteración que transforma datos a un estilo completamente funcional. Además, también refactorizaremos el código que combina la transformación de datos con el código que filtra a partir de una condición antes de realizar cualquier transformación. Siempre que transformamos datos dentro de un bucle, podemos usar el método map() de Stream Consideremos el siguiente ejemplo donde se itera una colección y se realiza una transformación de sus elementos. List names = Arrays.asList("John", "Jane", "Robert", "Rachel"); for (String name : names) { System.out.println(name.toUpperCase()); } En cada paso de la iteración, la variable name se…  ( 5 min )
    How to format dates in JavaScript: Methods, libraries, and best practices
    Written by Paul Akinyemi✏️ JavaScript date handling presents challenges that can impact application reliability. This guide examines native Date API capabilities alongside specialized libraries, providing practical examples and performance metrics to inform your implementation decisions. You'll learn when to use built-in methods versus external libraries, how to properly handle localization and time zones, and how to avoid common date-related pitfalls in your projects. Before formatting a date for display, you need to understand the format in which you receive it. Here are the three most common formats, each of which displays the same date and time: ISO 8601 strings (standardized and directly consumable by new Date()) — "2025-02-18T14:30:00.000Z" Unix timestamps (numeric representati…  ( 11 min )
    What is Machine Learning? A Beginner’s Journey Through the World of Smart Algorithms
    Imagine you're trying to teach a child how to recognize fruits. You show them dozens of apples, bananas, and oranges, telling them the name of each fruit. Over time, the child learns to distinguish between them, even when they see new fruits for the first time. This, in a way, is what Machine Learning (ML) is all about—teaching machines to learn from data and make decisions or predictions without being explicitly programmed. 🧠 So, What Is Machine Learning? At its core, Machine Learning is the art and science of solving problems by learning from data. We start with a problem, gather data related to it, and then use algorithms to build a statistical model that can make sense of new, unseen data. But ML isn’t one-size-fits-all. There are several ways to teach a machine, depending on what k…  ( 4 min )
    🎉 Build Your Own Chat MCP Client with Next.js⚡
    Tired of building the same styled AI chatbot applications with Next.js? 😪 I bet you are, but how about building an MCP-powered chat app that connects with both remote and local MCP servers? If this sounds interesting, stick with the blog, and we’ll build a super cool MCP-powered AI chatbot with multi-tool calling support, somewhat similar to Claude and Windsurf, together. Let’s jump right in! In this easy-to-follow tutorial, you’ll learn how to build your own chat AI-powered MCP client with Next.js that can connect to both remote and locally hosted MCP servers. What you will learn: ✨ What is MCP? How to build a Next.js chat MCP client application How to connect the MCP client with Composio-hosted MCP servers How to connect the MCP client with local MCP servers 💁 Before we start building…  ( 13 min )
    Read PDF Metadata in C# Using .NET REST API for Better Document Insights
    Extracting hidden metadata from PDF files is often a vital task in enterprise settings, particularly for data audits, content classification, and compliance purposes. With the GroupDocs.Metadata Cloud .NET SDK, developers can effortlessly retrieve PDF metadata programmatically using minimal C# code. There's no need for complicated dependencies or manual inspections — just straightforward, reliable access to document properties via a secure .NET REST API. Whether you're developing a digital archiving solution, incorporating document processing features into your web application, or setting up a security mechanism to identify metadata leaks, this SDK facilitates PDF metadata reading in .NET with unmatched precision and efficiency. It enables the extraction of metadata information, creation/m…  ( 4 min )
    Can You Use Else If Without Else in JavaScript?
    When you're learning JavaScript, you might find yourself questioning the syntax and structure of conditional statements, particularly if you can utilize 'else if' without including an 'else'. The answer is yes! Let's delve deeper into this topic and clarify how 'else if' can be used independently of 'else', as well as explore some best practices in conditional statements. Understanding If Statements in JavaScript In JavaScript, conditional statements form the backbone of controlling the flow of your code. The primary syntax for an if statement is as follows: if (condition) { // code to execute if condition is true } else { // code to execute if condition is false } However, as you mentioned, the use of 'else if' allows for multiple conditions to be checked sequentially. Here’s the…  ( 5 min )
    Intro to Machine Learning: A Practical Guide for Curious Coders
    TL;DR Machine Learning (ML) lets software spot patterns in data and make predictions on brand‑new inputs. auto‑completed a sentence filtered spam asked a voice assistant to play a song on Spotify …you’ve benefited from ML. We'll focus on supervised learning (predicting a target value given labeled examples). Tool Why you need it Install Python ≥ 3.10 The lingua franca of ML brew install python or https://python.org pandas Data wrangling swiss‑army knife pip install pandas scikit‑learn Classic ML algorithms & utilities pip install scikit-learn Jupyter / VS Code Notebooks Interactive coding & charts pip install notebook or VS Code Python ext matplotlib Lightweight plotting pip install matplotlib Tip: If you’re on Windows, install WSL 2 + Ubuntu and run everything in a Li…  ( 9 min )
    Building Virtus: How I Fine-Tuned a Vision Transformer to Spot Deepfakes
    This project started out as a hackathon idea — we wanted to create a practical tool that could detect deepfakes in images with high confidence. The goal? Build a complete multi-model deepfake classification framework that doesn’t just sound cool, but works. We named the image model Virtus (because hey, if you're fighting fakes, might as well sound noble). I handled the image classification side & devops while others tackled video detection, frontend/backend. This post dives into how I built and trained Virtus: the thinking behind the model choice, dataset, training strategies, evaluation, and pushing it to Hugging Face. I’ll also sprinkle in some tips and lessons I picked up along the way — stuff I wish I knew before starting. Want to skip the reading and jump straight into the code? Here'…  ( 9 min )
    Google Translate Alternatives: Exploring the Best Translation Tools for Every Need in 2025
    When it comes to breaking language barriers, Google Translate has long been the go-to choice for casual users and professionals alike. However, as language translation needs have grown more nuanced and specialized, so has the demand for tools that offer greater accuracy, context awareness, privacy, and collaborative capabilities. Whether you're part of a global enterprise, a localization specialist, or just someone who needs more than basic translations, exploring the best Google Translate alternatives can open new doors. Leading the pack among Google Translate alternatives is Pairaphrase, a web-based Translation Management System (TMS) designed for teams that value faster, smarter, and safer translation. The ongoing debate of Microsoft Translate vs Google Translate often centers around …  ( 6 min )
    Login page using HTML AND CSS
    Document *{ padding: 0; margin: 0; } /* Element selector */ body { height: 100vh; background: linear-gradient(to right, rgb(86, 163, 240), rgb(239, 106, 223)); display: flex; justify-content: center; align-items: center; } /* Class selector */ .login-box{ background-color: white; padding: 40px; border-radius: 10px; max-width: 350px; } .login-box h2{ text-align: center; margin-bottom: 20px; …  ( 3 min )
    Tired of using pprint to debug nested lists? Try visual structure tracing.
    When your data grows beyond a toy example, pprint starts to break. You see cut-off arrays. Flattened hierarchies. Lost context. And worst of all? Hidden bugs buried under “pretty” formatting. That’s why I created SetPrint — a Python library that shows structure, not just values. ✅ Side-by-side comparisons: pprint / setprint ✅ Real-world examples: image data, confusion matrices ✅ Benchmarks + 5 must-know tips for structured debugging Want to see it in action? Try this demo notebook — no install needed. (To use Colab, a Google account is required.) Google Colab 1. Visual Comparison — pprint vs setprint data = { "users": [ {"name": "Alice", "scores": np.array([95, 88, 76])}, {"name": "Bob", "scores": np.array([72, 85, 90])} ], "meta": {"c…  ( 5 min )
    How to Fix SendGrid Email Sending Issues in C#
    Introduction Are you having trouble sending emails using the SendGrid API in your C# application? You are not alone! Many developers encounter errors when trying to implement email functionality with SendGrid, even when following the official documentation. In this article, we will explore a typical issue that arises while using SendGrid in a console application and provide a step-by-step solution to get your email sending smoothly again. Understanding the Issue Often, when developers integrate services like SendGrid, errors stem from common issues such as incorrectly set API keys, improper usage of asynchronous code, or problems in sending email addresses. The error might involve status codes that indicate authentication failure or other warnings. In your case, without delving into specif…  ( 4 min )
    Web Development Trends in 2025
    In 2025 the web development landscape is evolving at a breakneck pace. New technologies are emerging, user expectations are shifting, and developers are racing to keep up. Based on insights from industry leaders here are the top trends that are shaping the future of web development. Whether you're a seasoned developer or just starting out, these trends will help you stay ahead of the curve. Artificial Intelligence is no longer just a buzzword; it’s becoming an essential tool in the developer’s toolkit. From automating mundane coding tasks to creating personalized user experiences, AI is transforming how we build and interact with websites. Tools like GitHub Copilot and Tabnine are already helping developers write code faster, while AI-driven features like chatbots and predictive analytics …  ( 6 min )
    I Installed Omakub Five Times So You Can Do It Just Once
    TL;DR Omakub is a tool to turn a fresh installation of Ubuntu 24.04 into a friendly system for developers new to Linux. Install it with: wget -qO- https://omakub.org/install | bash and reap the benefits! Optional directions are included for setting up VNC to connect to a remote desktop in the cloud. I have used Linux for over twenty years. I've run many distributions, including Ubuntu, Debian, Fedora, CentOS, and Arch. There are many reasons why I enjoy Linux such as package management, openness to modification, and philosophy. But this is not about me; it's about you! Linux is a great system. Ubuntu is a fantastic distribution to start with because of its ease to install and setup. It's also intuitive and easy to use, especially when coming from Windows or MacOS. It is a free (as in sp…  ( 6 min )
    [Boost]
    Building AI Voice Agents for Production Chanchal Singh ・ May 9 #ai #agentaichallenge #elevenlabs #llm  ( 2 min )
    Rybbit Analytics: The Privacy-Friendly Web Analytics Revolution!
    Quick Summary: 📝 Rybbit is an open-source analytics tool designed as a privacy-focused alternative to Google Analytics. It offers comprehensive web analytics metrics, customizable dashboards, and advanced filtering, all while ensuring GDPR and CCPA compliance through cookie-less tracking. Rybbit can be self-hosted or used as a hosted service. ✅ Easy setup and intuitive interface for quick implementation. ✅ Privacy-focused design compliant with GDPR and CCPA. ✅ Comprehensive analytics including real-time dashboards and advanced filtering. ✅ Customizable dashboards and tracking for in-depth insights. ✅ Open-source nature allows for customization and community contribution. Project Statistics: 📊 ⭐ Stars: 4745 🍴 Forks: 145 ❗ Open Issues: 28 ✅ TypeScript Hey fellow d…  ( 5 min )
    First Aid Essentials: What Climbers Should Always Carry by Mountaineering Buffs like Cesar Alcantara
    Climbing is an exhilarating outdoor activity that requires strength, skill, and preparation. While climbers focus on gear and technique, first aid preparedness is equally important. Injuries can happen unexpectedly, and carrying essential medical supplies ensures safety. A well-stocked first aid kit can make a critical difference in remote locations where medical assistance is limited. Understanding potential climbing injuries helps in selecting the right first aid items. Climbers face risks such as cuts, sprains, blisters, and dehydration. Quick and effective treatment prevents minor injuries from becoming serious. Being prepared allows climbers to respond to emergencies confidently and efficiently. Mountaineering buffs like Cesar Alcantara mention that first aid knowledge enhances overal…  ( 6 min )
    💥 Top 10 IDEs for Web Development in 2025: The Ultimate Showdown 💥
    Ready to level up your development game in 2025? 🕹️ Whether you're a seasoned developer or just starting out, the IDE (Integrated Development Environment) you choose is your ultimate weapon. But with so many powerful contenders in the ring, which one deserves your attention? Let’s dive into the top 10 IDEs that are dominating web development this year, each with its own unique superpower. Will your favorite make it to the top? Let’s find out!! Key Features: 🔥 Fast startup and smooth performance 🛠️ Git integration straight out of the box 🚀 Marketplace full of extensions for every language imaginable 💻 Multi-platform support (Windows, macOS, Linux) The Verdict: VS Code wins this round by delivering unrivaled speed and flexibility. If you're working with web technologies, it's hard to b…  ( 7 min )
    Launching Version 1.0 : AI-Powered Mock Interview Platform
    Hello everyone, Whether you're a fresher or a working professional looking to make a switch, this tool aims to make technical interview preparation more structured and accessible. Live Demo & Code Visit the Live Platform Explore the GitHub Repo . Tech Stack and Features Frontend: Built using Next.js and React Authentication: Integrated with Clerk for secure, passwordless login flows AI Engine: Powered by Gemini AI to generate mock interview questions and give feedback Payments: Stripe integration for processing secure payments in USD Database Layer: Drizzle ORM with NeonDB Styling: Responsive and modern UI using TailwindCSS Infrastructure: Fully Dockerized and deployed on Vercel Key Highlights Modular architecture allows for easy scaling and clean maintenance Supports a full mock interview flow: question generation, audio recording, and instant AI-driven feedback Upcoming features on the roadmap: Full-screen interview simulation Tab-restriction during interview mode Support for coding interviews (temporarily held back to focus on UX refinement) Looking Ahead This platform was built to reduce friction in technical interview preparation. I’m particularly hopeful it will be useful for candidates preparing for product-based companies, whether from Tier 2/3 Indian colleges or competitive U.S. tech markets. I’m actively seeking feedback, ideas, or contributions from fellow developers. If this aligns with what you’re building or learning, feel free to explore the repo or reach out. Let’s work toward making interview prep smarter, faster, and more effective.  ( 3 min )
    The Birth Of Your Web3 Product. Stage Three: Developing
    Here comes the new part of the large guide “The Birth Of Your Web3 Product”. In Stage One: Search, we broke down the process of investigating the market, followed by selecting the appropriate product, and then identifying your target audience and use cases. In Stage Two: Building, we talked about how to shape your product from the technical side and how to start building the project. Today, we move into the heart of the process – Stage Three: Developing. This is where your concept starts to take shape in the digital world, becoming something users can interact with, use, and eventually trust! At Evercode Lab, we understand that development is not just about writing code or building a website – it's about refining, structuring, and creating a product that’s scalable, secure, and aligned wi…  ( 5 min )
    Zero Trust Security Model: Implementation Roadmap
    Introduction Traditional perimeter-based security models are no longer adequate to protect against today's sophisticated and evolving cyber threats. The Zero Trust Security Model offers a fundamental shift: trust no one—inside or outside the network—by default. Zero Trust enforces the principle of least privilege access, evaluating every access request individually. Unlike the traditional "castle-and-moat" model, Zero Trust assumes perpetual network exposure and ensures granular control over who can access what. Remote Work Expansion: Employees now access corporate resources from multiple devices and locations, dissolving traditional boundaries. Cloud Adoption: With workloads moving to the cloud, network-based access control is ineffective. Internal Threats: Trusting internal users witho…  ( 4 min )
    Analyzing the Backward Insertion Sort: An Insightful Tool by Fernando Pelliccioni
    In the vast world of computer science, while the foundations and principles of algorithms remain consistent, the ways we approach, implement, and analyze them continue to evolve. Today, we’ll delve into a distinct implementation of the insertion sort algorithm and an innovative tool that simplifies its analysis, both brought to the fore by Fernando Pelliccioni. The provided algorithm, while rooted in the classic insertion sort paradigm, offers a twist — working its magic backward: `function insertion_sort_backward(f, l, r) { } function linear_insert_backward(c, l, r) { var s = sequence(array_descending(), "s", lt); print(s); Understanding an algorithm is one thing; seeing it in action is another. Fernando Pelliccioni introduces an insightful GUI tool for this very purpose: componentsprogramming.com/algorithms. This interactive platform not only animates the algorithm’s execution but also serves insights into memory sequences, variables, stack calls, and various operation statistics. A glimpse into the potential data output: n: 10 (Note: The above metrics are illustrative and may not reflect the actual values for specific runs.) While the foundational algorithms might be familiar territory, it’s the nuanced implementations and tools for deeper understanding that elevate our coding journeys. Fernando Pelliccioni’s distinct implementation of the insertion sort and the accompanying analysis tool stand as testaments to innovation in the world of algorithms. Whether you’re a programming veteran or a newcomer, the landscape of algorithms always promises fresh terrains to explore.  ( 4 min )
    What’s the Difference Between Friend and Public Functions in C++?
    Introduction In C++, the distinction between friend functions and public member functions is crucial for encapsulation and access control within classes. Both have unique roles when it comes to interacting with class data, yet they serve different purposes and use cases. In this article, we'll explore the differences between friend functions and public functions, clarifying why you might opt for one over the other. Understanding Access Control in C++ Classes C++ employs a strict access control mechanism to ensure data encapsulation. This mechanism encompasses three main categories: public, private, and protected. Public members can be accessed from outside the class, while private members are restricted to the class itself. Protected members, on the other hand, are accessible in derived cl…  ( 5 min )
    Comic Sans Font Research Report
    Introduction This report aims to comprehensively analyze the origins, development history, and controversial position of the Comic Sans font in the design community and among the general public. Comic Sans, as a widely used but controversial font, has become a cultural phenomenon since its release in 1994, sparking extensive discussions about font design, appropriate usage contexts, and readability. Comic Sans was designed by Vincent Connare in 1994 for Microsoft, originally intended to provide a more stylistically appropriate font choice for cartoon character speech bubbles in Microsoft Bob software. Design inspiration came from comic book lettering styles, particularly "The Dark Knight Returns" (lettered by John Costanza) and "Watchmen" (lettered by Dave Gibbons). The design goal was …  ( 5 min )
    Debug Smarter: How grep Helps Engineers Fix Issues Fast and Stand Out
    In today's high pressure tech environments, the ability to quickly locate information isn't just convenient, it's career-defining. When systems fail or deadlines loom, spending hours manually sifting through logs or code can be the difference between being seen as efficient or expendable. Enter grep the command-line boss that seasoned engineers rely on daily. This powerful Linux utility doesn't just save time; it transforms how you approach troubleshooting and showcases your technical expertise to colleagues and leadership alike. This guide goes beyond basic syntax to show you how grep creates tangible value in real-world scenarios. Whether you're handling infrastructure emergencies or preparing for critical business presentations, these techniques will elevate both your problem solving ca…  ( 5 min )
    Using Ollama with Python: A Simple Guide
    Once you’ve installed Ollama and experimented with running models from the command line, the next logical step is to integrate these powerful AI capabilities into your Python applications. This guide will show you how to use Ollama with Python. First, make sure Ollama is installed and running on your system. You can check this other article Getting Started with Ollama: Run LLMs on Your Computer if you are no familiar with Ollama yet. Before running the Python examples in this guide, make sure you have the necessary models pulled. You can pull them using the Ollama CLI: ollama pull llama3.2:1b You only need to pull these models once. Check which models you already have with: ollama list It’s a good practice to use a virtual environment for your Python projects. This keeps your dependenc…  ( 5 min )
    Real Use Cases of Blockchain in the Indian Banking Sector
    Introduction Blockchain has rapidly evolved from a buzzword to a practical solution within India's financial ecosystem. One of the most promising examples is the e₹ (Digital Rupee), which is built on blockchain infrastructure to enhance interbank settlements and promote secure, efficient retail transactions. As of 2023, over 4.6 million users are participating in retail CBDC trials, extending usage beyond banks to apps like Google Pay and PhonePe. Meanwhile, major institutions like SBI have implemented smart contracts to reduce lending risk and increase transparency. Traditional banks operate in a centralized environment, where a single authority governs operations. In contrast, blockchain operates on a decentralized, peer-to-peer (P2P) network, providing: Faster transactions Reduced cos…  ( 4 min )
    🕹️ I Turned My Flask App Into a Game — Every API Call Is a Level
    Take this as your $25 FAST-TRACK 🚀: Access 7,000+ High-Quality GitHub Resources & Launch a Working AI SaaS in a Weekend 7,000+ top GitHub resources from the best Hacker News launches—all for less than a coffee. Get everything you need to build your AI SaaS in a weekend. Just it, Enjoy the below article.... We usually build APIs to be... well, boring. But what if your API wasn’t just an interface — it was a game? Last month, I built a Flask app where every API call unlocks a new level, like a browser-based RPG. is the game. Let me show you how I turned an ordinary Flask backend into something people couldn’t stop trying to hack. Imagine this: A player hits /start and gets a JSON response: {"message": "Welcome! To unlock the next route, send a POST to /unlock with {'code': 'xyz'}"}…  ( 7 min )
    Grok 3 vs o3: A Comprehensive Comparison
    Grok 3 and o3 represent the latest frontier in large-language modeling from two of the most closely watched AI labs today. As xAI and OpenAI vie for dominance in reasoning, multimodality, and real-world impact, understanding the distinctions between Grok 3 and o3 is crucial for developers, researchers, and enterprises considering adoption. This in-depth comparison explores their origins, architectural innovations, benchmark performances, practical applications, and value propositions, helping you determine which model aligns best with your objectives. Understanding the genesis and visions behind Grok 3 and o3 sets the stage for appreciating how each model has been positioned in the AI landscape. xAI’s Grok series began as an unguarded, rule-light chatbot on X (formerly Twitter). Grok 2.0 i…  ( 8 min )
    O cérebro odeia pensar: o poder da interface óbvia
    Dia 2 - Neurointerfaces — Como nosso cérebro enxerga o Frontend “Don't make me think.” — Steve Krug Essa frase virou um clássico do design de interfaces. E ela tem base neurocientífica: nosso cérebro evita ao máximo o esforço cognitivo desnecessário. Segundo a Teoria do Processamento Dual (Kahneman, 2011), o cérebro humano opera com dois sistemas: Sistema 1: rápido, automático, intuitivo. Sistema 2: lento, deliberado, requer esforço. Sempre que possível, o cérebro usa o Sistema 1 — e só ativa o 2 se for realmente necessário. Isso significa que interfaces que exigem leitura, análise ou adivinhação ativam o sistema mais lento — e geram frustração. Ícones sem legenda (usuário precisa adivinhar) Menus escondidos (hambúrguer, submenus profundos) Mudanças de padrão (ex: botão de "enviar" que parece um ícone) Elementos previsíveis e familiares Legendas claras Hierarquia visual forte Espaço em branco bem utilizado Estudos de eye-tracking (rastreio ocular) mostram que usuários criam um padrão de leitura em F na tela. Isso significa que eles escaneiam de cima para baixo e da esquerda para a direita — e ignoram o resto. Kahneman, D. (2011). Thinking, Fast and Slow. Krug, S. (2014). Don't Make Me Think, Revisited: A Common Sense Approach to Web Usability. Nielsen Norman Group (2006). F-Shaped Pattern For Reading Web Content. Essas obras explicam por que o design intuitivo funciona melhor: ele não força o cérebro a sair do “modo automático”. Reduza a necessidade de pensar. Use padrões comuns da web. Priorize clareza sobre criatividade. Não reinvente botões sem motivo. Dê pistas visuais. Ícones com texto, hierarquia, espaçamento. Teste com usuários reais. Se alguém hesita antes de clicar, sua interface não está clara o suficiente. Criar uma interface clara é um ato de empatia: você está poupando energia mental do seu usuário. Se ele entender o que fazer sem precisar pensar, você venceu. Qual interface você achou mais confusa recentemente? Comenta aqui e vamos analisar no próximo post da série! 👇  ( 4 min )
    I Turned My Terminal Into a Browser Using Python
    Take this as your $25 FAST-TRACK 🚀: Access 7,000+ High-Quality GitHub Resources & Launch a Working AI SaaS in a Weekend 7,000+ top GitHub resources from the best Hacker News launches—all for less than a coffee. Get everything you need to build your AI SaaS in a weekend. Just it, Enjoy the below article.... Last weekend, I got bored — dangerous words for a Python developer. Can I build a web browser that works entirely in my terminal? No GUI. It started as a joke. HTTP, HTML parsing, TTY rendering, and sockets than any course ever did. Now I'm showing you how to do the same. Because it: Forces you to understand HTTP requests and responses at a raw level Teaches you the basics of parsing HTML by hand Shows how rendering and layout can be recreated without a browser engine Is absurdly …  ( 6 min )
    AI-integrated design systems and component libraries
    What if your design system didn't need to ship components in a component library? From an engineering standpoint, most of a design system's maintenance overhead is creating and shipping components for a specific framework coupled to a styling system of some kind. I've been asking the same thing on Medium. And then built a POC to see if it would work and made it available in Github. If using AI agents, component libraries break free of framework and style constraints by generating components at build time from prompts and generator functions. They're still driven by design through tokens and themes, but without prebuilt components. It gets even better when using RAG for distribution and documentation, eliminating tools like Storybook in favor of on-demand generation by AI agents using the system itself, not a collection of stories or API documentation.  ( 3 min )
    Effective Methods for Identifying Bugs in Applications
    In the fast-evolving world of software development, delivering high-quality applications is critical to success. However, bugs—errors that disrupt functionality, degrade performance, or frustrate users—are an inevitable challenge. Identifying and resolving bugs efficiently is essential for maintaining application reliability and user trust. This article explores a comprehensive set of strategies and tools for spotting bugs effectively, combining automated techniques, manual testing, real-world analysis, and proactive monitoring. Supported by industry data from verified sources and expert insights, these methods empower developers to catch issues early, minimize disruptions, and deliver robust applications. Spot Bugs With Static Code Analysis Tools Static code analysis is a powerful method…  ( 9 min )
    Hybrid Cloud vs Multi-Cloud: Which is Right for Your Business?
    Introduction Businesses are rapidly adopting cloud technologies for cost savings, agility, compliance, and innovation. But as infrastructure grows more complex, one critical decision remains: Should you choose a Hybrid Cloud or a Multi-Cloud strategy? This guide breaks down both models—so you can align your cloud approach with your business goals and infrastructure realities. A Hybrid Cloud combines on-premises systems (or private cloud) with public cloud platforms like AWS or Azure. It enables businesses to control sensitive operations in-house while using public cloud for scalability and performance. Enhanced Security & Compliance: Keep critical data on-site while using the cloud for other operations. Custom Workload Placement: Choose where workloads run based on performance, cost, or…  ( 4 min )
    Day 18/ 30 Days of Linux Mastery: 'awk' Command
    Table of Contents Introduction What is awk? Core awk Commands Real-World Scenario: Using awk Commands Conclusion Let's Connect Welcome back to day 18!. Today, we are talking about a core command in Linux, the awk command. If you work with text files, logs, or any kind of structured output in Linux, awk is your friend. It reads line by line, splits by fields, and gives you superpowers for data extraction and automation. Let’s get into it! awk? awk is a command-line text-processing tool used to: Filter and extract specific fields (columns) from files Format reports from structured data Perform pattern matching and calculations It is widely used in shell scripting, log analysis, and server automation. awk Commands Before we list the core awk commands, here is the basic syntax…  ( 5 min )
    How to Access Gemini Flash API with CometAPI
    In the rapidly evolving landscape of generative AI, Google’s Gemini Flash Multimodality API represents a major leap forward—offering developers a unified, high-performance interface for processing text, images, video, audio, and more. Coupled with CometAPI’s streamlined endpoint management and billing controls, you can integrate cutting-edge multimodal reasoning into your applications in minutes. This article combines the latest developments in Gemini’s March–April 2025 release cycle with hands-on guidance for accessing the Gemini Flash Multimodality API via CometAPI. Gemini Flash is part of Google’s broader Gemini family of large-scale AI models, designed from the ground up to handle “multimodal” inputs—that is, prompts combining text, images, audio, and video—within a single API call. Un…  ( 7 min )
    Franchise Agreement: A Complete Guide for Business Owners
    Expanding your business through franchising can be a lucrative strategy, but it requires a solid legal foundation. At the heart of this foundation lies the Franchise Agreement—a legally binding contract that defines the relationship between the franchisor (the brand owner) and the franchisee (the investor or business partner). This agreement outlines the rights, responsibilities, and expectations of both parties, ensuring a harmonious and profitable partnership. A Franchise Agreement is a legal document that grants the franchisee the right to operate a business using the franchisor's brand, trademarks, business model, and support systems. In return, the franchisee agrees to operate the business according to the franchisor's established guidelines and pay agreed-upon fees. This agreement se…  ( 5 min )
    I Built a Real-Time Web Scraping Dashboard with Python
    Take this as a CONTENT BOOSTER 💸: 85+ Ready-to-Publish Articles on Underground Coding & Hacker Techniques - Just the Price of Your Next Coffee TURN $5 INTO WEEKS OF CONTENT — Just one article can land you a client, boost your SEO, or 10x your posting schedule. and credibility. Publish instantly or bundle & resell. And this one too: 75+ Ready-to-Publish Articles on Bot Invasions & The Fake Internet Just it, Enjoy the below article.... Data is everywhere—but it’s not always in a clean, ready-to-use format. In many cases, you need to scrape websites, extract information, and visualize it in real time. With Python, you can do all of that—easily. In this tutorial, you’ll learn how to: Scrape live data from a website Process and clean the data using Python Build a Flask app to serve it D…  ( 6 min )
    🚀 15 Real-World AWS VPC Scenario-Based Interview Questions & Answers
    Whether you're a DevOps engineer, Cloud Architect, or SRE, mastering VPC (Virtual Private Cloud) scenarios is critical. These questions are tailored to test your practical knowledge — not just theory. 1. 🔐 You want to connect your on-premises network to AWS securely. What do you use? Use AWS Site-to-Site VPN or AWS Direct Connect. VPN: Quick setup, encrypted over the internet Direct Connect: Dedicated line, low latency, higher cost 2. 🌐 Your EC2 in a private subnet needs internet access. What’s the solution? Use a NAT Gateway in a public subnet and update the route table of the private subnet to send 0.0.0.0/0 through the NAT. 3. 🔁 How can two VPCs communicate without public IPs? Use VPC Peering. Setup peering Add routes to both route tables Ensure no CIDR block over…  ( 4 min )
    The Pros and Cons of Manual vs Automated Accessibility Testing
    Making digital platforms accessible is no longer just a matter of good practice; it’s often a legal requirement. But more than that, it’s an ethical obligation to ensure everyone, including those with disabilities, can use websites, applications, and services without barriers. Accessibility testing helps identify and fix elements that might hinder users relying on assistive technologies. When it comes to testing methods, there are two primary approaches: manual testing and automated testing. Each method has strengths and weaknesses, and understanding them can help you decide the best way to deliver accessible experiences. Let’s take a detailed look at the pros and cons of manual and automated accessibility testing. Manual accessibility testing involves people reviewing and interacting with…  ( 6 min )
    What is OrbitDB? The Open Source Business Model, Funding, and Community
    Abstract OrbitDB is a revolutionary decentralized database built atop IPFS that reshapes data storage in blockchain ecosystems. In this post, we explore its background, architecture, open source funding model, and community-driven governance. We dive into practical applications, challenges, and future trends. By comparing OrbitDB with related decentralized projects and touching on innovative funding strategies inspired by MIT’s open source philosophy, we demonstrate how OrbitDB is fueling a decentralized future in technology. Furthermore, this article is enriched with tables, bullet lists, and useful links—such as the Original Article and authoritative sources—to provide both technical insights and practical guidance. In a world where data privacy and security are paramount, decentralize…  ( 7 min )
    Git Native API Client (free, no login)
    Hey all, We recently started working on an API Client - Voiden - and wanted to share it here to get your thoughts and feedback. Over the past few years, we found ourselves managing way too many tools just to work with APIs: one for api specs, another for docs, a third for tests, etc etc. Eventually it starts to feel more like a performance than actual work. So we built Voiden: A git-native, extensible, and lightweight client that brings everything—specs, docs, tests, mocks—into one place. No bloat, no lock-in, no "platform overhead." Just structured API workflows that don’t fight your tools or your team. A few things we care about: -Reusability and composability : APIs as building blocks, not silos. -Structure over scatter : everything lives together in one workspace. -No sign-in required : you can use it without creating an account. Free and open — we are building this with the community in mind. Just to be clear: The goal is NOT to replace OpenAPI, but to provide a layer around existing specs that feels coherent, hackable, and friendly to real-world dev workflows. You can check it out here: https://voiden.md/ And if you have feedback, suggestions, or just want to follow along: https://github.com/VoidenHQ/feedback We are still early, but would love to hear what you think—what you like, what is missing. Appreciate any time you take to try it out. Nikolas  ( 3 min )
    Beyond Rasgulla and Gulab Jamun: 10 Hidden Indian Sweets You Need to Taste
    India’s culinary landscape is renowned for its sweets — sugary treasures like gulab jamun, jalebi, and rasgulla have become global ambassadors of Indian dessert culture. However, beyond these chart-toppers lies a constellation of lesser-known traditional sweets, each with a unique story, regional twist, and flavor profile that deserves the spotlight. If you’re a dessert enthusiast or a curious foodie, here are 10 lesser-known Indian sweets that are worth discovering: A fragrant Goan specialty, Patoleo (or Patoli) is a monsoon-season delight made from turmeric leaves. Rice flour is spread on the leaf, filled with a mixture of jaggery and freshly grated coconut, then steamed. The turmeric leaf imparts a distinct earthy aroma, while the coconut-jaggery core melts in the mouth. Traditionally p…  ( 6 min )
    Comprehensive Nginx Setup Guide: From Installation to SSL Configuration
    Introduction Nginx is a powerful, high-performance web server that can also function as a reverse proxy, load balancer, and HTTP cache. In this guide, we'll walk through a step-by-step process of installing Nginx, configuring your domain, and setting up SSL to secure your web application. Before we begin, ensure you have: A Linux server (Ubuntu/Debian recommended) Root or sudo access Basic terminal knowledge A registered domain name # Update package lists sudo apt update # Install Nginx sudo apt install nginx # Start Nginx service sudo systemctl start nginx # Enable Nginx to start on boot sudo systemctl enable nginx # Check Nginx status sudo systemctl status nginx # Install Nginx sudo yum install epel-release sudo yum install nginx # Start Nginx service sudo systemctl start nginx …  ( 4 min )
    An implementation for twitter's snowflakeId algorithm in C# Langauge
    SnowflakeId is an algorithm was invented by Twitter to generate a unique Ids for a million of posts that are creating daily by users. I implemented this algorithm using C# programming language and here is the repo link if you want to go deeper and see how I design it. https://github.com/Shoogn/SnowflakeId If you wkuld like to know more about this algorithm you can find how this algorithm works from the following link: https://en.m.wikipedia.org/wiki/Snowflake_ID  ( 3 min )
    What is BigchainDB? Exploring Open Source Funding, Licensing, and the Future of Blockchain Databases
    Abstract: This post provides a comprehensive and engaging exploration of BigchainDB—a decentralized blockchain database that combines NoSQL flexibility with blockchain security. We discuss its open source funding model, the role of the AGPL-3.0 license, core concepts, applications, challenges, and future innovations. With clear technical insights interwoven with practical examples and comparisons to other blockchain solutions, this article serves as an in-depth guide for developers, investors, and tech enthusiasts. We also include detailed tables, bullet lists, and carefully integrated backlinks to authoritative resources for further reading. In today’s digital era where data security and scalability are paramount, solutions that bridge traditional database capabilities with blockchain te…  ( 8 min )
    Smart Indulgence: Why Dark Chocolate is the Ultimate Dessert Upgrade
    In the world of desserts, chocolate reigns supreme. But not all chocolate is created equal. While milk chocolate and sugary confections dominate the dessert tables, dark chocolate has quietly risen to prominence as a healthier, smarter swap—especially for those post-meal sweet cravings. With its rich flavor, lower sugar content, and surprising array of health benefits, dark chocolate is no longer just a treat; it's a strategic choice for both the palate and the body. So why is dark chocolate the superior pick for post-meal indulgence? Let's unwrap the facts. Dark chocolate, especially varieties containing at least 70% cocoa, is loaded with nutrients and powerful antioxidants. Unlike milk chocolate, which often contains more sugar, milk solids, and added fats, dark chocolate preserves more …  ( 6 min )
    Student benefits part 1
    Congratulations on claiming your free JetBrains Educational License! This license grants you access to the JetBrains All Products Pack, which includes professional-grade IDEs and tools such as IntelliJ IDEA Ultimate, PyCharm Professional, WebStorm, CLion, PhpStorm, DataGrip, Rider, GoLand, RubyMine, and ReSharper Ultimate. These tools are invaluable for developing in various languages and frameworks, including Java, Python, JavaScript, C++, PHP, .NET, Go, and more. Beyond the core tools, here are additional benefits you can leverage as a student: 🎓 JetBrains Academy 🎁 Graduation Discount 🤝 GitHub Student Developer Pack 🧑‍🏫 Classroom Licenses 🔄 Annual Renewal ⚠️ Usage Restrictions Remember, the educational license is strictly for non-commercial use. It's intended for learning, academic projects, and personal development. Using it for commercial purposes violates the license agreement.  ( 3 min )
    Student benefits part 2
    Yes, aside from JetBrains, Microsoft also offers excellent tools and benefits for students and developers. Here are some key resources you can explore: 🎓 Microsoft Learn for Students Great for building skills and earning badges/certifications recognized by employers. 💼 GitHub Student Developer Pack (includes Microsoft tools) Free access to Microsoft Azure for Students, which includes: $100 in Azure credits (renewable annually) Free services like App Services, Azure Functions, Cosmos DB, and more. Free access to Visual Studio Code Spaces, GitHub Codespaces, and Azure DevOps. 🔗 education.github.com/pack 🛠️ Microsoft Developer Tools Visual Studio Code – Lightweight code editor with rich extension support (free and open source). .NET SDK – For building modern web, desktop, mobile, and cloud applications. 🔗 visualstudio.microsoft.com ☁️ Azure for Students Comes with $100 free Azure credit, and access to 25+ free products. You can deploy websites, train ML models, and run VMs. 🔗 azure.microsoft.com/free/students 💡 Bonus Tip Also check out Microsoft Reactor events and workshops. They often host free coding bootcamps, webinars, and mentorship sessions.  ( 3 min )
    How to Store Polymorphic Objects in C++ STL Containers?
    Introduction Can we store polymorphic objects by value in C++ STL containers? This topic often arises among C++ developers, particularly with the challenges posed by object slicing when dealing with base and derived classes. The crux of the issue lies in the behavior of STL containers and how they handle objects. In C++, when we store derived class instances in a container that holds base class objects by value, object slicing occurs, which results in the loss of the derived class-specific behaviour. This article aims to explore this concept specifically within the context of C++11 and later revisions, dissecting the challenges and potential approaches. Understanding the Slicing Problem When you store a derived class object in a container designed to hold objects of its base class by value…  ( 5 min )
    Hackers Love Lazy People — Here’s Why!
    Digital Laziness Is a Goldmine for Cybercriminals In cybersecurity, laziness isn’t just dangerous it’s a direct invitation to hackers. Most attacks don’t even require high-level hacking skills; they rely on one simple factor: human negligence. Let’s explore the 3 habits that make lazy users the easiest targets online. One of the laziest and most dangerous things users do is reuse the same password across multiple accounts. Here’s what happens: If just one site gets breached, hackers test those login credentials on hundreds of other platforms (a technique called credential stuffing) Suddenly, your email, social media, cloud storage, and even banking accounts are at risk Passwords like 123456, password, or yourname@123? Already in every hacker's dictionary Resolve It: Use a password manage…  ( 4 min )
    8 best practices for website monitoring
    In today’s rapidly evolving digital landscape, website monitoring has become a vital component in delivering a flawless user experience. As consumers increasingly expect top-notch performance from websites and applications, closely monitoring and analyzing the entire digital journey is imperative for organizations. By doing so, they can quickly detect and resolve issues that may impact user satisfaction, improve overall performance, and refine their digital strategies. To fully harness the benefits of website monitoring, companies must establish a comprehensive strategy that ensures the smooth operation of their websites and web applications. In this article, we will explore eight best practices for website monitoring that can help businesses achieve their goals. By incorporating these st…  ( 5 min )
    Astronoby v0.7.0: Planets and ephemerides
    tl;dr at the end After months of refactoring, Astronoby v0.7.0 is released! This new version introduces two major changes: Planets and ephemerides. Quick glossary: An ephemeris is a software or file that helps generating positions and velocities of celestial bodies The plural form is ephemerides Astronoby ❤️ Ephem 5 months ago, Ephem was released, a Ruby library to compute position and velocity vectors of the major planets of the Solar System using SPICE Kernel files (SPK). Ephem is now v0.3.0 and supports two sources of SPK: NASA/JPL Development Ephemeris IMCCE INPOP The new version of Astronoby adds Ephem as a dependency to enable the extreme precision of calculating planet coordinates. The Development Ephemeris files from the JPL are, for instance, used for actual spacecra…  ( 6 min )
    🔍 System Reliability Is Built on Code, But Optimized Through Tools: My SRE Journey with Telescope & Blackfire
    🔍 System Reliability Is Built on Code, But Optimized Through Tools: My SRE Journey with Telescope & Blackfire And yes — tools like ChatGPT, Copilot, and low-code platforms have made it easier than ever to spin up apps, APIs, and platforms with impressive speed. But code generation is just the beginning. What truly matters is how that system performs under load, scales over time, and responds when something goes wrong. As a Site Reliability Engineer (SRE), I’ve learned this the hard way. ⚙️ Code Isn't Enough — Optimization Is What Keeps Systems Alive That’s why code optimization and monitoring tools are not just “nice to have”; they are essential. 🔧 Tools I Use to Monitor and Optimize My Systems Laravel Telescope – Debugging the Laravel Way Laravel developers are lucky to have Telescope. …  ( 4 min )
    INTEGRATING SEERBIT NODE.JS SDK IN YOUR APPLICATION
    This tutorial provides a detailed explanation on how to integrate SeerBit’s NodeJS SDK into your applications. And also, you will learn how to install and set up the NodeJS SDL, implement standard and advanced payment functions, handle errors gracefully, test your integrations, and apply optimal approaches for reliable, efficient code. We also include working code samples and screenshots of transaction responses and explain each integration step to make sure you can follow along easily, even if you have no idea how to work with payment APIs. SeerBit’s NodeJS SDK was built so developers could easily interact with SeerBit’s payment APIs in their NodeJS projects. The SDK offers support for standard checkout, recurring payments, pre-auth, mobile money. This abstracts from the raw HTTP calls, e…  ( 6 min )
    Web Scraping to SQL: How to Effectively Store and Analyze Your Scraped Data
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    How to ungoogle your Business: Google Drive Edition
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    spending on website
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    Wake up, IT...
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    How I Stay Consistent Even When Motivation Dies.
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    Why is continuous learning crucial for IT professionals in the rapidly evolving landscape of AI and digital transformation?
    In today's fast-paced technological landscape, continuous learning has become a cornerstone for IT professionals, especially in the realms of AI and digital transformation. As new tools, frameworks, and methodologies emerge at an unprecedented rate, staying updated is not just beneficial but essential. In this interview, we spoke with Maksym Vyshnivetskyi, Director of Delivery Quality Monitoring and Support, to delve into the importance of continuous learning, the impact of AI on traditional business processes, and the challenges faced in adopting AI technologies. We also explore how ongoing education and upskilling can empower teams to effectively implement AI initiatives and how leaders can support their teams in keeping their skills relevant. Through these insights, we aim to highlight the critical role of continuous learning in navigating the complexities of modern IT environments and driving successful digital transformation. Read more here  ( 3 min )
    Emotions vs. Execution: What Developers Can Learn from Competitive Crypto Trading
    The 2025 International Crypto Trading Cup (ICTC), organized by WhiteBIT, marked a new chapter in the evolution of digital finance. Held on May 9–10, this global, live-streamed trading competition featured eight high-performing traders from across Europe, Asia, and the Middle East, all navigating volatile markets with only $50,000 in stablecoins and no automated tools. But beneath the entertainment value and technical bravado, the event surfaced a more fundamental truth: successful trading is not only a matter of charts and strategies — it is about mastering emotional control under pressure. As developers, especially those building financial products or trading platforms, understanding the psychological environment in which users operate is essential. The ICTC offered a rare, transparent v…  ( 4 min )
    What is cosmos-python? The Open Source Business Model, Funding, and Community
    Abstract: This post dives into the world of cosmos-python—a groundbreaking Python library that makes blockchain interactions simpler while championing open source funding models and community-driven development. We discuss the background and context of cosmos-python across the broader blockchain ecosystem, its core concepts and features, real-world applications, challenges, and future innovations. With technical insights and practical examples, this article highlights the power of decentralization, the flexibility of the MIT license, and innovative funding mechanisms that leverage digital collectibles and NFTs. Cosmos-python is emerging as a leading Python library designed for seamless interaction with the Cosmos blockchain. Rooted in the principles of open source innovation and community…  ( 8 min )
    Andaman Islands for Solo Travelers: A Safe and Welcoming Destination
    In the past few years, the Andaman Islands, in Bay of Bengal, have developed a reputation as a place of choice for some solo travelers craving for peace. Beautiful beaches, bright blue waters and lush greenery make it an effective resort for peaceful infusion of travel, for those seeking thrills or away from the hustle of the concrete jungle. If you’re more drawn to nature, want adventure or simply want to relax on a coast, the Andaman Islands have something for everyone and it makes it the perfect place for solo trips. Wildlife-rich, vintage, and laidback that’s the Andaman Islands; the locale tailor-made for no stress, no strings attached relaxation and the thrill of exploration. In order to maximize your trip to the Andaman Islands, in order to use it to the fullest equip yourself with…  ( 8 min )
    Workflow-Level Resilience in Orkes Conductor: Timeouts and Failure Workflows
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    The Future of Digital Companionship: AI Conversationalists in 2025
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    Securing Temporary Credentials in AWS: What You Should Be Doing But Probably Aren’t
    🔐 Temporary credentials in AWS are powerful—but also widely misunderstood. They allow developers and systems to access AWS resources without relying on long-lived access keys. But just because they expire doesn’t mean they’re safe by default. In this post, I break down: ✅ When and why to use temporary credentials 🧱 Where things go wrong (over-permissive roles, lazy session durations…) 🔒 Best practices for keeping temp creds secure 🧠 Advanced use cases like federation and IAM Roles Anywhere I’ve seen real-world setups where: Temp credentials lasted 12 hours Were used with AdministratorAccess In CI/CD pipelines with no monitoring That defeats the whole point of ephemeral access. Should Be Doing 🔸 Use least privilege roles Scope your roles tightly and use IAM condition keys like aws:SourceIp. 🔸 Shorten session durations 15–30 minutes is more than enough for most automation tasks. 🔸 Log STS usage with CloudTrail Every AssumeRole or GetSessionToken should be traceable and alertable. 🔸 Require MFA where appropriate Especially for sensitive role assumptions—break-glass or prod access. 🔸 Automate responsibly Don’t reuse temporary creds or store them insecurely in config files. Use the SDKs properly. For non-AWS workloads (like on-prem apps), IAM Roles Anywhere lets you issue short-lived AWS credentials using signed certificates. It's a powerful addition for hybrid setups, but comes with its own set of guardrails. The original article goes deeper into: Federation setups with Okta or AzureAD Example real-world misuses (and fixes) Credential rotation strategies 👉 Read the full guide here Let me know: How is your team managing AWS access today? Still using long-term credentials… or have you moved fully to short-lived roles?  ( 3 min )
    Why does Swift have issues with opaque types for variables?
    When diving into the Swift language, especially for those new to the community, understanding how the Swift compiler treats opaque type declarations can be confusing. In your example, you're encountering a common scenario that many developers face when dealing with opaque types in Swift. Let's clarify this by breaking down your code and explaining why the behavior you're seeing is occurring. Understanding Opaque Types in Swift Swift's opaque types, introduced with the some keyword, allow developers to specify that a function will return a value conforming to a specific protocol without revealing its exact type. This is particularly useful for abstracting away implementation details while still adhering to protocols. In your code: protocol Animal {} class Dog: Animal {} func getMeADog() -…  ( 5 min )
    What is FTP? File Transfer Protocol
    At its core, FTP is a standard network protocol used to transfer files between a client and a remote server. Introduced in the early days of the internet, it was originally designed to simplify data sharing across ARPANET. Today, its primary use remains the same—allowing users to upload, download, and manage files between devices and systems across networks. While web browsers offer limited FTP support, professionals often turn to dedicated tools like FileZilla and Cyberduck to handle more advanced workflows. An FTP session typically initiates two connections: Control Channel: Handles command exchange and session setup. Data Channel: Transfers the actual file content. This dual-channel approach allows FTP to streamline complex file operations, enabling simultaneous uploads and downloads wi…  ( 4 min )
    Beyond Small Talk: The Rise of AI Chatbots and the End of the Uncanny Valley
    Beyond Small Talk: How AI Chatbots Surpassed the Uncanny Valley by 2025 Remember when chatting with AI was like talking to a glorified calculator with some sarcastic punchlines? Such memories are quickly becoming a thing of the past, though. By 2025, chat-based communication with AI has reached such great heights that it's practically comparable to human communication in certain unexpected realms. The shift from having simple first-chatbots to playing with AI to now conversing with it fully is one of the most impressive developments in contemporary computing. The sociology and psychology of what it means for a programmed response machine to become something more via conversational exchange is precisely where we've been and how far we've come What sparks this revolution is language compre…  ( 6 min )
    The Evolution of AI Companions: From Text to Lifelike Conversation
    The Mechanics of Humanization But how is this happening? Are all these people really transferring from talking to humans to talking to machines? What does the language model operate behind these AIs? In 2025, there is no ambiguity between talking and chat bots. It's framed mostly by instruction and subsequently, output. Of course, the ability for AI to talk like a human wasn't developed overnight either. Over the years, developments in large language processing models have created systems that operate on trillions of parameters - whereas previous iterations operated on mere billions. This difference of magnitude means that AI can better understand context, remember previous messages and conversations, and stay on task within one stream of consciousness across lengthier periods. But it's …  ( 6 min )
    The Evolution of Chat Technology: Bridging the Digital Divide
    The Chat Experience: From Digital Conversations in 2021 to Human Interactions in 2025 The chat experience has changed exponentially. Who would have thought that such advancements would be made in the world of chat? Those annoying automated systems from 2021, barely able to comprehend an easy yes or no question, are worlds apart from what 2025 holds. Yet, we know what 2025 holds - and these new AI companions don't just get what we're saying - they empathize and connect on increasingly human levels. It's not just a technical advancement. The chat experience involves protections and boundaries that change the ways in which humans and machines communicate and interact at previously human-only levels. At the center of this revolution are the next generation language models that now expand fro…  ( 7 min )
    Common SQL Mistakes and How to Avoid Them
    Structured Query Language (SQL) is an essential tool for working with databases, but even seasoned developers sometimes make mistakes that can lead to slow queries, inaccurate data, and inefficient systems. When summarizing data, the GROUP BY clause organizes information into meaningful groups. However, misusing GROUP BY can lead to incorrect results—sometimes without obvious errors. A database tracks employee salaries per department. Someone writes: sql To summarize salaries by department, the query should be: sql sql Only group necessary columns—non-grouped columns need aggregate functions. Use HAVING instead of WHERE for filtering grouped results: sql During testing, SELECT * is quick and handy. But in production? It slows queries, overloads networks, and makes applications harder to maintain. sql sql Explicitly specify needed columns instead of SELECT *. Use LIMIT for large queries: sql sql sql Indexes speed up data retrieval, but poorly designed indexes can slow down updates, inserts, and deletes. sql A better strategy: sql Index columns frequently used in WHERE clauses. Avoid over-indexing, which slows write operations. Use EXPLAIN or ANALYZE to check query performance: sql Use composite indexes only when queries filter by multiple columns: sql NULL values represent missing information, and if not handled correctly, they can cause errors or misleading results. This query calculates average salaries: sql Ensure NULLs are accounted for: sql sql Use IS NULL and IS NOT NULL to prevent logic errors. Replace NULLs using COALESCE() or IFNULL(): sql Validate NULL handling in reports to avoid misleading calculations. SQL mistakes can affect speed, accuracy, and system stability. But with the right practices, you can write efficient, optimized queries that scale well. GROUP BY must include all non-aggregated columns to avoid incorrect grouping. Never use SELECT * in production—fetch only required data. Index smartly, targeting commonly searched fields. Handle NULLs carefully, ensuring accurate calculations.  ( 4 min )
    Meetily: The Enterprise-Ready, Self-Hosted AI Meeting Assistant for Private & Secure Transcription
    Enterprises are rightly cautious about sending sensitive meeting data to third-party services. If you're in finance, healthcare, defense, or any industry where confidentiality is non-negotiable, cloud-based AI tools can be a risk. That’s where Meetily comes in. An AI-powered meeting assistant that offers local transcription, flexible deployment, and complete data control, all tailored for modern enterprise needs. 🚀 With 5K+ stars on GitHub, 5,000+ downloads worldwide, and a rapidly growing open-source community, Meetily is gaining serious traction as the go-to AI meeting tool for privacy-focused teams. Modern AI note-taking platforms often rely on cloud processing. While convenient, this comes with trade-offs: ❌ Data leaves your infrastructure ❌ Vendor lock-in and limited customization …  ( 5 min )
    Exploring CLI Alternatives to Claude Code for Agentic Coding Workflows
    If you're building coding agents or automated developer workflows, you'll quickly discover the challenge of finding a robust, non-interactive CLI tool for code generation and modification. While human-in-the-loop coding (where a developer guides the AI) is still the gold standard for complex software, there's a growing need for tools that can operate fully autonomously—especially for simple, repetitive tasks or as part of larger agentic systems. I'm working on building an AI agent for creating playable ads—essentially mini games that can be used as interactive advertisements. This involves integrating various assets, ensuring the output works in both portrait and landscape modes, and adhering to the ad format requirements of different ad networks. My workflow starts from an existing market…  ( 5 min )
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    Qualifying Sales Leads with Rig & Google Sheets MCP Josh Mo ・ Apr 23 #rust #tutorial #ai #programming  ( 2 min )
    How to Retrieve a JSON Object and Access Token in PHP
    Introduction If you're working with APIs in PHP, you might often need to retrieve JSON data from a URL. In this article, we will demonstrate how to fetch a JSON object from a given URL and extract the access_token value from it. Understanding how to interact with JSON responses is crucial for seamless API integrations. Why This Issue Occurs Often, APIs return data formatted as JSON. This gives developers a standardized way to communicate between the client and server. However, extracting specific data, such as an access_token, requires understanding how to decode JSON in PHP and access its values. Let's look into how this can be achieved step-by-step. Step-by-Step Solution To retrieve the JSON object and specifically extract the access_token, follow these steps: Step 1: Use file_get_conten…  ( 4 min )
    Mastering JavaScript for React (TypeScript Edition) in 30 Practical Examples
    Moving from JavaScript to React can feel confusing, especially when familiar JS features start behaving in nuanced ways inside React components. Fear not! This tutorial is written in a conversational, developer-friendly tone to guide you through 30 practical examples that will help you master the JavaScript (and TypeScript) techniques most often used in React development. We’ll cover everything from modern ES6+ syntax to asynchronous patterns and TypeScript typings, using real-life React examples (with both functional hooks and class components where relevant) so you can quickly apply these concepts with confidence. Let’s dive in and make your transition to React in 2025 a smooth and empowering journey! Arrow functions provide a concise syntax for writing functions and automatically bind t…  ( 32 min )
    Introducing Saksh Wallet: A Simple Wallet System for Laravel
    Are you building a Laravel application that needs to manage user wallets, handle transactions, or track balances across multiple currencies? Look no further! I’m thrilled to announce the release of sakshsky/saksh-wallet, a lightweight, open-source Laravel package designed to simplify wallet functionality with a clean and intuitive API. Whether you’re creating an e-commerce platform, a freelance marketplace, or a gaming app, Saksh Wallet has you covered. In this post, I’ll walk you through what Saksh Wallet is, its key features, how to install and use it, and why it’s a great addition to your Laravel projects. Let’s dive in! Saksh Wallet is a Laravel package that provides a robust and flexible wallet system for managing user transactions and balances. Built with Laravel 12 in mind, it lever…  ( 5 min )
    🐧 Why I switched to Linux (and don’t regret it a second)
    When I first thought about switching from Windows to Linux, the main reason was simple — I want to control my computer. ⚙️ I love to automate everything One of the main reasons I chose Linux is the ability to automate everything. Every update, every new package — I decide what and how to install. This isn’t tied to forced downloads like in Windows. This is my freedom. 🌍 A world of options Linux gives you a huge variety of distributions, each suited to different needs. It’s like a builder where you choose what you need: I started with Ubuntu, because it’s stable, user-friendly, and has good documentation. But now I’m getting more interested in Arch and Fedora. I’ve realized that in Linux, it’s easy to switch between distributions, migrate between them, and adapt the system to your needs. 💻 Tech and CTF My passion for CTF and cybersecurity gave me even more reasons to switch to Linux. This system provides me with the tools to work with security, set up virtual machines, create test environments, and perform various attacks. You can’t achieve that in Windows, not to the same extent. Linux is a system for people who not only want to use technology but also understand it from the inside. For me, it’s not just an operating system, it’s a tool for growth and self-expression. 🌟 My freedom After switching to Linux, I felt that I was finally in control of my system. It’s not just an OS, it’s an environment that allows me to build, optimize, and use my computer the way I need. 🚀 Final thoughts If you’re tired of your computer not being yours, try Linux. A system where you decide how everything works. Where you can customize everything, automate it, and learn. It doesn’t matter if you’re a beginner or an experienced user — Linux has something for everyone. Linux #OpenSource #CTF #CyberSecurity #TechLife #LinuxForLife #Ubuntu #ArchLinux #Fedora #Programming  ( 5 min )
    Bypass WhatsApp Template Limits with a Button-Triggered Formatting Flow
    Summary WhatsApp imposes a 24-hour customer-service window during which you can send any message; outside of it, only template messages (unformatted) are allowed. Goalmatic.io needs to let users send richly formatted content (articles, poems, etc.), so we built a two-step workaround: Template Send: Strip formatting and send via a WhatsApp template. On-Click Upgrade: Include a “Get Formatted Text” button in the template. When the user clicks, the 24-hour window reopens, allowing us to send the original, fully formatted message. Below is an end-to-end example in Node.js using the WhatsApp Cloud API. WhatsApp’s customer-service window rules mean: Within 24 hours of a user message, you can send any content (text, media, formatted). After 24 hours, only template messages (unformatted, pre-app…  ( 5 min )
    How to Handle Errors in SwiftUI View Model Effectively?
    Introduction Troubleshooting errors effectively in your SwiftUI application can be challenging, especially when they aren't caught where you expect them to be. In this article, we will explore common pitfalls in error handling when dealing with a view model in SwiftUI. We will focus specifically on how to ensure that errors thrown from your view model can be gracefully handled at the view level. Understanding the Issue In Swift applications, especially those using SwiftUI, it can sometimes occur that errors that are thrown from a view model do not propagate to the view layer. This can lead to confusion as you may not see the expected error messages in your user interface. In your case, while the error logging from the network layer indicates that an error is being produced, the error isn't…  ( 5 min )
    A Developer’s Guide to Browser Storage: Local Storage, Session Storage, and Cookies
    When developing web applications, storing data in the browser is essential for maintaining user sessions, saving preferences, and improving performance. Three common methods for client-side storage are Local Storage, Session Storage, and Cookies. While they serve similar purposes, they differ in data persistence, size limits, and accessibility. This article will explore the differences, advantages, and best use cases for each storage method. Local Storage is a browser-based storage mechanism that allows web applications to store key-value data persistently on the user’s device. The stored data does not expire and remains available even after users close and reopen the browser. ✔️ Persistent Data — Data is stored permanently until manually deleted // Storing data in Local Storage localStora…  ( 5 min )
    Brighter and RabbitMQ: How to setup and use Brighter with RabbitMQ
    Introduction to RabbitMQ RabbitMQ is one of the most widely used message brokers, implementing the Advanced Message Queuing Protocol (AMQP) to ensure reliable message delivery. Built on the Erlang programming language, it offers high scalability and fault tolerance, making it ideal for distributed systems. RabbitMQ acts as an intermediary that accepts messages from producers and delivers them to consumers, decoupling services in a microservices architecture. .NET 8 or superior A .NET project with these NuGet packages Paramore.Brighter.MessagingGateway.RMQ: Enables RabbitMQ integration. Paramore.Brighter.ServiceActivator.Extensions.DependencyInjection: Enable register Brighter with Microsoft DI. Paramore.Brighter.ServiceActivator.Extensions.Hosting: Hosts Brighter as a background servi…  ( 5 min )
    Brighter + RabbitMQ: Como configurar Brighter com RabbitMQ
    Introdução ao RabbitMQ O RabbitMQ é um dos brokers de mensagens mais utilizados, implementando o Advanced Message Queuing Protocol (AMQP) para garantir entrega confiável de mensagens. Desenvolvido na linguagem Erlang, oferece alta escalabilidade e tolerância a falhas, sendo ideal para sistemas distribuídos. O RabbitMQ age como intermediário que aceita mensagens de produtores e as entrega a consumidores, desacoplando serviços em arquiteturas de microserviços. .NET 8 ou superior Projeto .NET com os seguintes pacotes NuGet: Paramore.Brighter.MessagingGateway.RMQ: Habilita integração com RabbitMQ. Paramore.Brighter.ServiceActivator.Extensions.DependencyInjection: Permite registrar o Brighter com DI do Microsoft. Paramore.Brighter.ServiceActivator.Extensions.Hosting: Hospeda o Brigh…  ( 5 min )
    Arranca QA IA Weekly: lo que vas a encontrar aquí
    1. ¿Quién soy? ¡Hola! Soy Alberto Barragán, ingeniero informático con una década en calidad de software: 2011-2016 — doble grado en Ingeniería Informática e Ingeniería de Computadores. 2015-2024 — QA Automation en proyectos fintech y sanitario: Java + Selenium/Appium, Javascript + WebdriverIO, Karate, Reporting... 2024 — Máster en Inteligencia Artificial: investigación en OCR multimodal + traducción EN→ES. Experimentos recurrentes con chatbots (WhatsApp + Google Calendar, Skill de Alexa...). En la búsqueda constante sobre cómo los LLMs pueden ayudar en cualquier fase del testing. Mi motivación: hacer que la calidad impulse al producto, no que lo retrase ( y si puede ser ayudados por la IA, mejor) QA × IA Weekly Falta de recursos en español donde se junten automatización, patrones Q…  ( 4 min )
    AI Romance by 2025: The Rise of Digital Significant Others
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    Understanding Kubernetes: part 55 – Kubernetes 1.33 Changelog
    Understanding Kubernetes can be difficult or time-consuming. In order to spread knowledges about Cloud technologies I started to create sketchnotes about Kubernetes. I think it could be a good way, more visual, to explain Kubernetes (and others technologies). We continue the serie of Sketchnotes about Kubernetes, with a focus on what's new in the new version of Kubernetes: v1.33. With 64 new enchancements (!!!), this Kubernetes release contains several useful features and improvements like Linux user namespace, sidecar containers and in-place pod resource update. Let's discover Kubernetes 1.33, in a visual way. Kubernetes 1.33 Complete changelog If you are interested, I published an entire illustrated book about Kubernetes, available in paperback on Amazon and in digital version on GumRoad: "Understanding Kubernetes in a visual way". As usual, if you like theses sketchnotes, you can follow me, and tell me what do you think. I will publish others sketchs shortly :-).  ( 6 min )
    Battling Loneliness in the Digital Age: How AI Companions Provide Emotional Support
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    Building Your Own Web Server — Part 4: Single-threaded non-blocking server
    All articles in this series Building Your Own Web Server: Part 1 — Theory and Foundations Building Your Own Web Server: Part 2 — Plan and Implementation of HTTP and Configuration parser Building Your Own Web Server — Part 3: Blocking Single and Multithreaded Server Building Your Own Web Server — Part 4: Single-threaded non-blocking server Hello friend , if you are reading these lines it means that you achieved the 4th part of our series where we are trying to understand how web servers work under the hood, what challenges it faces, what approaches and concepts are used, and what pros and cons they have. If you are already here, you already learned or refreshed so many things: structure of http protocol, threads in Linux, lexical analyse, sockets, basics of networking and servers. It is…  ( 15 min )
    Back After a Break — Building Something Meaningful!
    Hey Devs! 👋 Yeah, I know… it’s been a while 😅 LearningTrackApp (name still under construction 😅) So this new app I’m building is a platform made for NGOs — specifically the ones that teach underprivileged kids. The idea is to help them keep track of their students’ progress, batch sessions, timings, names — basically everything important in one place. It’s simple, but I think it’s gonna be really useful. The app has a few different roles to keep everything organized: Super Admin – can access and manage all the NGOs. Admin – manages just their own NGO. Supervisor – the on-site person ensuring sessions are running smoothly. Volunteers – the awesome people who teach the kids. Students – well, this one explains itself 😄 That’s pretty much what I wanted to share for now. I genuinely feel like this app can be something impactful, and I’m excited to build it step by step. I’ll be posting more about the tech, my role, and the challenges I face in the next few posts. Until then, peace out ✌️  ( 3 min )
    Breaking the Silence: AI Companions as a Remedy for Digital Age Loneliness
    Breaking the Silence: How AI Companions Combat Loneliness in the Digital Age In a world where digital connections have paradoxically made us more isolated, loneliness has become a silent epidemic. By 2025, researchers estimate that over 40% of adults will report feeling significantly lonely at some point during the year. This growing crisis of disconnection demands innovative solutions, and AI chat technology is emerging as an unexpected but effective ally in the battle against emotional isolation. The modern loneliness paradox often begins with a familiar scenario - being ghosted. That moment when messages go unanswered, calls unreturned, and a person simply vanishes from your life without explanation. This form of rejection triggers profound emotional distress, leaving many feeling aba…  ( 6 min )
    AI Companions: The Solution to Ghosting and Loneliness in 2025
    Combating Loneliness in 2025: AI Companions as Devices of Emotional Engagement Loneliness is a universal issue faced no matter where one resides on the globe. Yet, in 2025, after "ghosting" many find it harder to connect, and 2025 - filled with digitalized conversation and disconnection - is the year that so many feel rejected by unresponsive texts and calls; if one fails to respond, there exists no explanation. Yet for those who wonder why their messages went unanswered, technology has provided an answer - AI chat companions. Thanks to next-generation artificial intelligence, one can now converse with almost human-like emotional support 24/7. The growing population of AI companions stands in as a substitute for loneliness, offering friendship, dialogue, and nurturing. Ghosting a girlfri…  ( 6 min )
    Q-Guardian: The AI-Powered Secure Code & Infra Auditor
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! -- TO BE UPDATED SOON --- Demo Code Repository How I Used Amazon Q Developer  ( 2 min )
    De-Silosizing the Soul: How AI Companions Help Cure Loneliness in a Ghosting Technological World
    De-Silosizing the Soul: How AI Companions Help Cure Loneliness in a Ghosting Technological World By 2025, loneliness is one of the most significant public health crises of our generation. As society advances and individuals are learning to communicate less and less in person, the notion of "ghosting" - the often irreversible, severance of once deep social connections without reciprocity or explanation - becomes an all too familiar reality. Unfortunately, when individuals are "ghosted," they oftentimes face emotional trauma with rumination on what they did to deserve such a departure from their existence. The growing concern of ghosting fosters quiet rooms where people question why no one wants to talk to them anymore. Yet, AI companion chatbots are helping combat the issue of loneliness …  ( 6 min )
    How to Fix Input Type Checks in Python Age Calculator
    In the world of programming, handling user input effectively is crucial, especially in Python where data types dictate how we manipulate the input. You've made an attempt at creating an age calculator, but you're running into issues with validating the age input. This article will address your concern about why the program returns the message 'Please type in a number' regardless of whether you input a number or a character. We’ll go through why this happens, and we’ll provide a step-by-step solution to improve your age calculator. Understanding the Issue with Input Types The main issue in your code lies in how you are checking the data type of the variable age. In Python, when you use input(), it always returns a string, regardless of whether you input a number or not. This means that when…  ( 4 min )
    How to Use EmojiSymbolsCopy.com for Effortless Emoji & Symbol Copy-Paste
    Looking to supercharge your social posts, code comments, or online messages with unique emojis, kaomoji, and text art? Discover EmojiSymbolsCopy.com-a free, constantly updated platform offering thousands of symbols and emojis for instant copy-paste. Here’s why it’s a must-have tool for developers, creators, and anyone who wants to stand out online. What Makes EmojiSymbolsCopy.com Special? Massive Library: Access thousands of emojis, symbols, kaomoji, and text art-organized in intuitive categories like hearts, arrows, stars, music, Lenny faces, and more. Find exactly what you need, fast[3]. One-Click Copy: No more hunting for the right Unicode or fiddling with keyboard shortcuts. Just click any symbol or emoji, and it’s instantly copied to your clipboard for pasting anywhere-social media, c…  ( 4 min )
    Clean SQL with Comments: Syntax and Practices for All Engines
    Writing clean SQL is about more than just correctness—it's about clarity. SQL comments help you communicate with others (or your future self) by adding context, notes, or temporarily disabling code. Let’s explore how to use comments effectively. Using Comments in SQL Two Main Types: Single-line -- Pull users created in the last week SELECT * FROM users WHERE created_at >= CURRENT_DATE - INTERVAL '7 days'; Multi-line /* Use this version for reporting Includes only verified accounts */ SELECT * FROM accounts WHERE verified = TRUE; Why and When to Comment Helpful When: Writing complex logic Sharing scripts with a team Disabling old queries during testing Avoid: Leaving sensitive info Explaining simple queries Letting comments go stale Different Engines, Different Capabilities MySQL: Supports versioned comments /*! */. PostgreSQL: COMMENT ON lets you label schema elements. SQLite: Keeps it basic and portable. SQL Server & Oracle: Great for documenting stored code and schema. FAQ How do I add comments in SQL? Use -- for quick notes or /* */ for multiple lines or blocks. Yes—wrap code in /* */ and it won’t run. Yes, both styles are widely supported with small engine-specific features. Only if they include secrets or mislead developers. Keep them clean and relevant. Conclusion SQL comments don’t take much effort but make a big difference. They’re your best tool for writing collaborative, maintainable SQL scripts. Read SQL Comment: A Comprehensive Guide for more insights.  ( 17 min )
    Quark’s Outlines: Python Forbidden Characters
    Overview, Historical Timeline, Problems & Solutions Python lets you use many characters to write programs. But some characters cannot appear in code unless they are part of a string or a comment. These are forbidden characters. @ $ ? Forbidden characters are printing ASCII characters that Python does not use in its grammar. If you write one outside a string or comment, Python will stop with a syntax error. Python raises an error if you use a forbidden character in code. price$ = 5 # Error print("Price: $5") # OK The character $ is forbidden in names or expressions, but it is allowed inside strings. As of Python 3, the main forbidden characters are: @ $ ? These characters are part of the printable ASCII set. They are legal in strings and comments, but illegal in code structure…  ( 6 min )
    DevOps in Embedded Software? Let’s Be Honest: It Doesn’t Really Exist
    When people talk about DevOps, they usually mean something very specific: development teams continuously building and shipping code, and operations teams running and scaling that code in production—usually in the cloud. CI/CD pipelines automatically build, test, and deploy code through staging, QA, and production environments. The boundaries and responsibilities are clear. But what happens when you try to apply this same DevOps concept to embedded software development? Spoiler: it doesn’t fit. At least not in the way most people mean when they say “DevOps.” In embedded systems, developers write software that runs on physical devices. Their workflow looks more like this: They may test features on sample boards, and in some setups, even flash the software to hardware themselves. But that’s w…  ( 4 min )
    Selecting the Right Java Testing Framework To Ensure Superior Software Quality
    Introduction In software development, it's widely acknowledged that cross-browser testing is essential for improving the user experience of an application. To achieve this, it's crucial for full-stack developers and expert programmers to possess a deep understanding of popular and widely used test frameworks. Java is a preferred programming language for many developers due to its platform independence and ease of use for creating a wide range of applications, from basic to complex. This blog presents a list of the best Java testing frameworks for 2025. These testing frameworks for Java are designed to help developers write test cases in a standardized format, streamlining the testing process and enhancing testing capabilities. Testing frameworks automate testing, save time and resources…  ( 10 min )
    "How to Write Clean and Maintainable Go Code"
    “Any fool can write code that a computer can understand. Good programmers write code that humans can understand.” — Martin Fowler Go is known for its simplicity — but clean, readable, and maintainable code doesn’t write itself. Whether you're building microservices, CLIs, or REST APIs, good Go code follows a few golden rules. Let’s walk through some practical tips and real Go examples to help you write cleaner and more idiomatic code. Don’t try to be clever. Clarity beats brevity every time. ❌ Bad: func f(u int) { fmt.Println(u) } ✅ Good: func printUserID(userID int) { fmt.Println(userID) } Use camelCase for variables and functions. Reserve abbreviations for widely recognized terms like id, url, db. One function = one responsibility. Break up logic when possible. ❌ Bad: func h…  ( 5 min )
    Unlocking the Power of JavaScript Slice: Essential Tips and Tricks
    JavaScript, one of the most popular and versatile programming languages, is known for its rich features and capabilities. Among these features, the slice() method stands out as a powerful tool for manipulating arrays and strings. Whether you're a beginner or an experienced developer, mastering the javascript slice method can significantly enhance your coding efficiency. In this blog post, we will explore the slice() method in-depth, offering essential tips and tricks to unlock its full potential. JavaScript Slice Method JavaScript Slice JavaScript Slice with Other Methods Combining slice() with other array or string methods can help you achieve even greater control over your data. For example, you can use slice() to extract a part of the array and then use methods like map(), filter(), or reduce() to manipulate the extracted data further. This combination allows for complex transformations with minimal code. Tpoint Tech Recommends Mastering JavaScript Slice JavaScript’s slice() method is a powerful, versatile tool for array and string manipulation. Whether you're a beginner just starting out or an advanced developer looking to streamline your workflow, understanding how to use slice() effectively is crucial. By incorporating the tips and tricks shared in this blog, you can harness the full potential of javascript slice, making your coding process faster, cleaner, and more efficient. At Tpoint Tech, we emphasize the importance of mastering these fundamental techniques to elevate your development skills and stay ahead in the ever-evolving tech world.  ( 6 min )
    How to Document Constants in Python Effectively?
    In Python programming, it's common to define constants that are used throughout your code. These constants, stored in a file like constants.py, can help keep your code organized and make it easier to update settings or values in the future. However, when documenting functions that use these constants, developers often face the dilemma of whether to refer to the constants directly in the documentation or use their values instead. Why Use Constants in Python? Constants like PATH_DATASETS = "data/datasets/" and WIDTH = 416 serve as fixed values that can be reused across multiple functions in your program. This practice enhances code readability, maintainability, and minimizes the risk of introducing errors when changes are needed. The Problem with Documentation When you define a function that…  ( 5 min )
    ✨ [24] - 🔐 Animated Login Error Modal in React Native
    ✨ [24] - 🔐 Animated Login Error Modal in React Native Link youtube : https://www.youtube.com/watch?v=mN1YjxwieiM&list=PLeoClvLfcvYp51LGAuf-ieM3NBAgX2AUA&index=25  ( 4 min )
    🔐 Build & Run Your Own TOTP Generator in Under 5 Minutes — with Amazon Q Developer
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line We all know that Multi-Factor Authentication (MFA) is essential for securing our accounts. But let’s be honest—how many times have you felt frustrated opening your phone, launching the authenticator app, and copying the OTP code every time you're logging in somewhere on your work computer or laptop? Worse, what if your phone is de*d, lost, or simply not nearby? You’re locked out. That’s why I built this project: a TOTP (Time-based One-Time Password) generator tool available as both a command-line interface and a lightweight frontend. It lets you instantly generate TOTP codes from a saved secret—no phone required. I built a TOTP (Time-based One-Time Password) generator tool that runs on bot…  ( 5 min )
    AI in Finance: Tools Revolutionizing Portfolio Management
    The Hook: Remember When Investing Meant Picking Stocks Based on Your Gut I still recall my initial portfolio-building effort. It was 2011. I purchased a few tech stocks because, you know, "tech is the future," right? I did my research by spending two hours on Reddit and a tip from a colleague who once read The Intelligent Investor. Of course, I lost money. Flash-forward to the present day, and we're in a whole different galaxy. You no longer need a finance degree or a Bloomberg terminal. You just need an app—driven by AI. Artificial intelligence is not only upending finance—it's changing the way portfolios are constructed, managed, and optimized. From robo-advisors to hyper-personalized asset allocation, AI is making retail investors privy to tools previously held by Wall Street quants.…  ( 6 min )
    Vibe Coded AI Stock Analyst with Amazon Q in 1 Hour!
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line & Exploring Possibilities I have built Stock Pulse. Stock Pulse is a Python tool that analyzes stocks using financial metrics, news trends, and AI-powered sentiment analysis. It provides investment recommendations (BUY, SELL, HOLD) with detailed reasoning based on comprehensive analysis. I have used Amazon Q Developer CLI to Vibe Code this in under 1 hour without writing a single line of code. I have recorded my full vibe-coding session. It can be found in the Demo section below. 🔍 Analyze multiple stocks at once 💹 Fetch financial metrics and news data using yfinance 🤖 Utilize OpenAI's GPT-4o-mini model for intelligent analysis 📈 Generate investment signals with detailed reasoning ⚠️ I…  ( 5 min )
    Power Automate - How to Change Connection Owners
    One of the key challenges I have found with the built in Power Platform Pipelines is that it doesn't cover connections. The expectation is that the developer will deploy to production through a spn (as we don't want them to have access to edit production), but the new flows use the developers connections, wait what. The 2 benefits of ALM are: Cant access prod If they leave still works Well with this setup the developer still needs access to the prod data source, and if they leave it breaks. Fortunately there is a way, well actually 2. Matt Collins-Jones found the best way and documented it brilliantly at https://www.mattcollinsjones.co.uk/single-post/change-connections-during-deployments-power-platform-pipelines, I highly recommend reading it My way is a lot less graceful, but has the on…  ( 6 min )
    Devbridge, a knowledge bridge
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line I built DevBridge, an AI-Powered Cross-Project Knowledge Bridge designed to streamline command-line workflows for developers. It was developed rapidly over a few days for this hackathon, so please expect a lack of polish in some areas! Since it was heavily prototyped on Windows, its functionality on other platforms (like macOS or Linux distributions) hasn't been extensively tested and might have some quirks. The core problem DevBridge aims to solve is reducing the friction developers face when context-switching between multiple projects, trying to understand unfamiliar code, or reusing existing solutions. It tries to make your terminal a bit smarter by integrating with Amazon Q. Here's a …  ( 4 min )
    Conquer the Realm of Coding in the Code Quest Adventure Game
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! Learning to code can sometimes exhaust us. We all do need a entertainment break from the chaos of endless debugging. But, what if that break could still sharpen your coding skill? Why don't we just combine learning and entertainment in a fully gamified coding adventure? I created a web-based game application that can keep you entertained while helping you improve your skill of debugging code in your head. You have to be able to figure out what should be the output of the code in a multiple-choice challenge. You must also find out what is missing from the code in the fill-in-the-blank challenge. Prove your skill to defeat the final boss and claim your title as the master developer! The story, t…  ( 5 min )
    How to Create a Login Page with HTML and CSS & Host Your Project on GitLab...
    How to Create a Login Page with HTML and CSS & Host Your Project on GitLab Introduction In this tutorial, we'll go through the steps to create a simple login page using HTML and CSS. Afterward, we will walk through the process of hosting the project on GitLab. Step 1: Create the Login Page Using HTML Let's begin by creating the structure of our login page using HTML. Open your code editor (like Visual Studio Code, Sublime Text, etc.). Create a new file and name it index.html. Add the following HTML code to your index.html file: Login Page <div class…  ( 5 min )
    Best AI Coding Assistant for Beginners and Experts
    From helping beginners learn faster to enabling experienced developers to tackle complex projects more efficiently, AI coding assistants are rapidly becoming an essential part of modern software development. In this blog, we'll explore what AI coding assistants are, how they work, and which ones are leading the way in transforming how we code in 2025 and beyond. An AI coding assistant is a tool powered by Large Language Models (LLMs) and machine learning algorithms, designed to enhance the software development process. These assistants integrate with IDEs to provide real-time code suggestions, error detection, and automatic code completion by analyzing code patterns and context. LLMs, such as GPT-based models, enable assistants to understand and generate human-like code, improving code qua…  ( 9 min )
    Nice to meet you
    Hello, nice to meet you! This will be my tech blog where I share what I learn while working or studying. I'll be back soon with more posts — stay tuned!  ( 2 min )
    Micro-Apps: The New Frontier of Scalable Mobile App Development
    What if I told you that building large, feature-packed mobile apps is no longer the smartest move? We're entering an era where micro-apps — small, self-contained, purpose-driven applications — are transforming how we build and scale mobile experiences. And if you're not exploring them yet, you're already behind. A micro-app is a lightweight, independent application designed to handle a specific task or feature. Think of it as a “microservice,” but for the frontend of mobile apps. They're typically: Built independently from the main app Focused on one specific use-case (e.g., payment, chat, onboarding) Easily deployable without affecting the entire app Written in a variety of frameworks or stacks Instead of one monolithic app that tries to do everything, you create multiple micro-…  ( 5 min )
    An Introduction
    👋 Hello Dev Community — From Guyana with Love! Hey everyone! I'm Nathaniel, a developer and computer science student from Guyana — a small country on the South American mainland. I’m passionate about writing clean code, building full-stack applications, and diving deep into topics like JWTs, web architecture, and system-level programming in C. But beyond that, I’m also deeply interested in how technology is growing (or struggling) in Guyana — from internet access to education to the startup scene. To share dev articles and tutorials, especially things I’ve learned or struggled with as a student and builder. To spotlight Guyana’s tech space, which I think deserves more global attention and internal discussion. To connect with other developers, both in the Caribbean and internationally, and learn from their stories as well. I’ve noticed there's not a lot of content on Dev.to about tech in Guyana, so I want to help change that. Whether you’re here for tutorials, dev opinions, or insights into building a tech career from a small country, I hope my posts can add value. Feel free to reach out, share your thoughts, or even suggest topics you'd like to see discussed.  ( 3 min )
    How to Implement a Generic get_keys Function in TypeScript?
    In TypeScript, creating generic functions can significantly increase your code's reusability and type safety. One common requirement is to extract keys from a given type, ensuring that your functions handle different types effectively. In this article, we will focus on how to implement the get_keys() function, which retrieves the keys of a specified type T. Understanding the Requirement The get_keys() function is designed to return the keys of any given type T. This function will be helpful when you want to dynamically work with the properties of objects or interfaces defined in TypeScript, especially when you are dealing with complex data structures. By doing so, you can create a more dynamic and type-safe codebase. Why Use TypeScript's Generics? Generics in TypeScript allow you to …  ( 5 min )
    Being In A Self-Managed Team Made Me Try The Most Expensive Hamburgers I've Eaten
    I originally posted this post on my blog. I didn't pay for the most expensive hamburgers I've eaten. An ex-employer did. When I say "most expensive," I mean the same greasy $5 or $10-dollar hamburger from a food truck or a corner in a busy street. But they felt expensive because I ate them while working overnight. In a past job, when my team was lagging behind the self-imposed deadlines of sprints, higher-ups told us: "This sprint is behind schedule. What are you going to do? You're a self-managed team, so decide that by yourselves. But if I were you, I'd choose to work overtime to keep up." "You're a self-managed team" was their subtle way of telling us to work extra hours, without accepting any responsibility. We didn't have any say in what tasks to do and how. We were only a self-managed team when it came to choosing to work overtime. They didn't pay us for that extra time. They only bought us hamburgers. And, when someone raised their concerns about the quality of those hamburgers, they told us we should be grateful because other companies buy their employees nothing to eat. If you're told you're part of a self-managed team, read the fine print. Look for signs of real self-managed teams: Look at job descriptions. Connect with people already working there. Ask follow-up questions during interviews. Otherwise, they might expect you to work overtime without compensation or just buy you an hamburger. Starting out or already on the software engineering journey? Join my free 7-day email course to refactor your coding career and save years and thousands of dollars' worth of career mistakes.  ( 5 min )
    Secure the Vibe.
    Introducing Secure MCP-gRPC: Enterprise-Grade Security for AI Model Communication By Matthew Stanton | May 12, 2025 TL;DR: Secure MCP-gRPC is an open-source project that adds an enterprise-grade security layer to the Model Context Protocol (MCP), enabling AI models to communicate securely with each other and external tools. It features advanced authentication, comprehensive telemetry, and real-time visualization of model interactions. As organizations increasingly deploy sophisticated AI systems, models need to communicate with each other and with external data sources. The Model Context Protocol (MCP) has emerged as a powerful standard for this communication, but enterprise-grade security and observability features are critical missing pieces for production deployments. Today, I'm exci…  ( 7 min )
    Why TypeScript Enums Increase Angular Bundle Size and How to Fix It
    When optimizing Angular applications for performance, developers often overlook a silent culprit: TypeScript enums. While enums improve code readability and type safety, they introduce unexpected overhead in your final JavaScript bundle. This can lead to larger file sizes, slower load times, and diminished performance, especially on mobile or low-bandwidth connections. In this article, we'll explore how enums contribute to bundle bloat, why Angular's build tools struggle to optimize them, and which alternatives you can use to write cleaner, faster, and more efficient code. An enum is a TypeScript feature that lets you define a set of named constants. For example: export enum UserRole { Admin, Editor, Viewer } Under the hood, this compiles to something like: "use strict"; var UserRo…  ( 5 min )
    Why Expert App Developers Are Your Key to a Winning Mobile App - Agami Technologies
    In today’s fast-paced digital world, a mobile app can make or break your business. Whether you’re launching a startup or scaling an enterprise, your app needs to shine—delivering seamless performance, stunning design, and robust security. But building that app? It’s not a DIY project. Here’s why partnering with expert app developers is the smartest move you can make. Ever downloaded an app, only to delete it because it was clunky or confusing? Expert developers prioritize user experience (UX), designing intuitive interfaces that keep users engaged. They know how to map user journeys, reduce friction, and create apps that feel like an extension of your brand. With pros at the helm, your app won’t just function—it’ll captivate. Building an app without expertise is like navigating a maze blin…  ( 4 min )
    # Async Programming with Kafka: Master Scalable Messaging
    Introduction: Unleashing the Power of Real-Time Data What if your app could handle millions of messages per second without breaking a sweat? In 2023, companies like Netflix and Uber processed over 2 trillion Kafka messages daily, powering real-time analytics and seamless user experiences. Async programming with Apache Kafka is the secret behind these scalable, fault-tolerant systems, enabling developers to build apps that thrive under massive data loads. Whether you're a beginner dipping your toes into messaging systems or an expert optimizing microservices, mastering Kafka’s asynchronous capabilities is a game-changer for your career and projects. Kafka, a distributed streaming platform, excels at handling high-throughput, event-driven data flows asynchronously. In this comprehensive gu…  ( 9 min )
    Regression Testing in Agile Environments: Tools and Best Practices
    Software quality preservation and error prevention benefit most from regression testing since new features and upgrades continue to appear in systems. Each new code update allows development teams to guarantee proper functionality by performing regression tests after implementation. The article evaluates popular automated testing technologies while emphasizing agile regression testing strategies and describing their core execution methods. The agile development environment heavily relies on regression testing to ensure its effectiveness. The updated code functions undergo testing which checks them against previous established programs. Agile development projects require the testing procedure because new features and system upgrades need it. The testing checks new issues rapidly to confirm …  ( 5 min )
    Destroy service for rxjs observables
    🧩 Implementation: @Injectable() export class DestroyService extends Subject { ngOnDestroy() { this.next(); this.complete(); } } 🧩 Question: ngOnDestroy() in this pattern? Even though DestroyService is a service and extends Subject, how does Angular still invoke ngOnDestroy()? 💡 Answer: Even though DestroyService extends Subject (which is not a component or directive), Angular still calls its ngOnDestroy() method if the service is provided at the component level. 🔑 Why ngOnDestroy() Gets Called in a Service ✅ Angular will call ngOnDestroy() if: The class implements OnDestroy AND it is a provider on a component or directive Example: @Component({ Then Angular treats the service like a directive-level provider, and because it has ngOnDestroy(): 🧠 Why It Works Even Though It Extends Subject Subject has no ngOnDestroy(). That's fine. You're extending Subject and adding ngOnDestroy() yourself. Angular doesn’t care that it extends Subject — it just sees: “This class was provided in the component” “It has ngOnDestroy()” ✅ Call it when the component is destroyed 🔁 Summary DestroyService is a service, but it's scoped to the component using providers: [DestroyService] It has a custom ngOnDestroy() method Angular calls ngOnDestroy() on component-scoped providers So you get an automatic, injectable "destroy notifier" for use with takeUntil() This is a neat Angular trick that combines: Lifecycle hooks Dependency injection RxJS into a reusable, composable unsubscribe mechanism. Lifecycle hooks Dependency injection RxJS into a reusable, composable unsubscribe mechanism.  ( 3 min )
    Building Fullstack Apps with Next.js 15 and TypeScript
    Next.js 15 is revolutionizing the way developers build fullstack applications. With its powerful routing, built-in server actions, and seamless TypeScript support, it’s now easier than ever to craft scalable, production-ready web apps—all in one unified framework. If you’re a developer looking to master modern fullstack development, this is the perfect time to dive in. Here’s a breakdown of the essential topics you’ll explore when learning to build with Next.js 15 and TypeScript: Introduction What is Next.js? Benefits of Fullstack Development Why TypeScript with Next.js? Getting Started Setting Up the Project Understanding the Folder Structure Configuring TypeScript in Next.js 15 Frontend Development Pages and Routing (App Router vs Pages Router) Dynamic Routing Building Reusable …  ( 3 min )
    How to Bind Values in CollectionView for MAUI in C#?
    Creating a CollectionView in .NET MAUI is an efficient way to display data in a scrollable interface. If you're working with a list of integers and want to bind these directly to UI elements like labels, it's essential to understand how the data binding works in this framework. In this article, we will explore the steps needed to properly bind integer values to labels in a CollectionView programmatically. Understanding CollectionView in .NET MAUI The CollectionView in .NET MAUI is a versatile and essential control that allows developers to present a collection of data. As a newer control, it combines the capabilities of ListView and GridView while also allowing for enhanced layouts and more customizable item templates. This makes it ideal for apps using dynamic lists, such as your list of …  ( 4 min )
    🌐📘 Understanding the CSS Box Model with a Simple Example 😊💻
    The CSS Box Model is one of the most important concepts in web design 🧱. It describes how elements are structured on a webpage — every HTML element is treated like a box with layers: content, padding, border, and margin. 💡 What I Made I created a simple webpage using HTML and CSS ✨. It shows a box with the message "Hello Kts". You can view the live demo here: The design is simple but effective — a colored box with space inside and outside, and a border to highlight the shape. 🧠 How the Box Model Works in My Project: Margin: It adds space outside the box (like a buffer from the edges) ➡️ Padding: It adds space inside the box around the text, making it look neat 🧍‍♂️ Border: This creates a clear outline around the box ⚫ Background color: I used a brown background to make the box stand out 🟤 🚀 Why It Matters? Understanding the box model helps you: Control spacing and alignment 🧩 Avoid layout issues or overlapping elements 🚫 Make your design clean and professional ✨ This project helped me understand the basics of styling elements in CSS. It’s a small step, but a strong foundation for building beautiful websites! 🛠️🌟  ( 3 min )
    Stand Out in the QA Crowd: Just Do You, but 'wick' Style!
    (Cover image from pexels.com by Photos by ERRN)   Over the past year, I have been approached numerous times by people from various continents who aspire to become QA professionals. Many of them wanted to know what they could do to become great QA Engineers. In essence, they were asking how they could Stand Out in the QA Crowd. But how could I tell these individuals what they should do? Frankly, I wasn’t entirely sure, as I’m still carving out my own path in this competitive, ever-evolving, yet fascinating QA world. These are people who are placing their trust in you and your judgment to guide their professional careers. That’s a huge responsibility. So, I shared with them the same principles I have strived to uphold throughout my personal and professional life. I believe these values are …  ( 14 min )
    Hello from n8n
    This is a test article.  ( 2 min )
    Mason.nvim: The Ultimate Guide to Managing Your Neovim Tooling
    Welcome to the comprehensive guide for mason.nvim, the portable package manager designed to streamline your Neovim development workflow. If you're looking to effortlessly install and manage LSP servers, DAP servers, linters, and formatters, you've come to the right place. This tutorial will walk you through everything from basic setup to advanced configurations, helping you harness the full power of mason.nvim. Latest Version: As of the writing of this guide, the latest version is v2.0.0. Always ensure you are on the latest version for the best features and bug fixes. You can check the official repository for updates. Introduction: What is mason.nvim? Why Use mason.nvim? Core Concepts Screenshots: A Glimpse of Mason.nvim Prerequisites: System Requirements Neovim Version …  ( 18 min )
    🚀 Efficient Web Directory Search with PHP! 🔎
    Developed a single-file search tool (search.php) that allows users to scan and retrieve files across an entire web directory dynamically. Password-Protected—Ensures only authorized users can perform searches Smart Query Handling—Requires at least 3 characters per search to prevent invalid queries Full Web Directory Search—Simply drop search.php into your root directory, and it’s ready to go! 💡 A perfect lightweight solution for websites needing internal file searches without complex integrations! 📌 Try it here: ➡️ Directory Search GitHub Repository Would love any suggestions or improvements! 🔥  ( 3 min )
    Contact Form 📩
    Just launched a simple yet powerful PHP-based contact form that collects visitor details, stores them in an organized table format, and provides password-protected access to submitted messages. 🏠 Easy Setup—Just drop it into your website directory 🔒 Secure Message Storage—Accessible only via password-protected view.php 📄 Organized Submissions—Stored in a clean table format for easy management 💡 If you’re looking for a lightweight, secure contact form, give it a try! 📌 Check it out here: ➡️ Contact Form GitHub Repository Would love to hear thoughts & feedback! 🚀  ( 3 min )
    Amazon Q Quack The Code: Pompeii Time Out
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    🛡️Embark on the DSAWarriors Quest: From Newbie to Expert in 2️⃣0️⃣Weeks! 🚀📜
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    The 1% of Hacking Nobody Talks About… But Should
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    What is Solana-Java? The Open Source Business Model, Funding, and Community: A Deep Dive
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    How to Improve the Design of Your Cladogram in HTML?
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    What is TronJava? The Open Source Business Model, Funding, and Community
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    Untitled
    Check out this Pen I made!  ( 2 min )
    Uso da programação assíncrona em Python visando um sistema responsivo e performático
    Introdução Com a expansão dos serviços on-line, surge uma demanda cada vez maior por sistemas responsivos, performáticos e de alta capacidade de escalabilidade. O uso da programação assíncrona se mostra muito eficaz na obtenção destes atributos de qualidade durante o desenvolvimento de um software. Este artigo busca mostrar os benefícios e os contrapontos do uso da programação assíncrona em Python em sistemas "I/O-bound" (altamente dependentes de input e output) e outras tarefas que necessitam de execução paralela. Conceitos de programação assíncrona Computadores executam softwares de forma sequencial, isto é, uma instrução após a outra. Um software geralmente realiza múltiplas tarefas, e nem sempre faz sentido esperar que uma tarefa termine antes de iniciar a próxima (SKVORTSOV, 2021). Se…  ( 5 min )
    ARQUITETURA REST: PRINCÍPIOS, PADRÕES E APLICABILIDADE NO DESENVOLVIMENTO DE SISTEMAS DISTRIBUÍDOS
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    How to Efficiently Use JAX for Numerical Pipelines
    Introduction In the world of numerical computing, transitioning from NumPy to JAX can offer significant performance benefits thanks to JAX's Just-In-Time (JIT) compilation and optimizations for GPU acceleration. However, this transition isn't always smooth for all operations, particularly for those that are heavily transformation-based, such as broadcast_to and moveaxis. In this article, we will explore why these functions may perform slower in JAX compared to NumPy and discuss best practices to optimize their usage. Understanding the Performance Discrepancy Why JAX May Be Slower for Basic Operations The performance of JAX can vary significantly depending on the operations being performed. While JAX is designed for efficient numerical computation and can excel in larger batch sizes and com…  ( 5 min )
    5 Common Workflow Automation Mistakes (And How to Avoid Them)
    Let’s not sugarcoat it—workflow automation should be simple. You sketch out a flow, wire up a few APIs, slap in a trigger, and boom: your job runs itself while you sip coffee. Except… not really. In reality, automation breaks. It misfires. It fails silently. And if you’re building workflows without a plan (I’ve done it), you’ll spend more time debugging than you ever saved. So here are 5 workflow automation mistakes I’ve run into—plus how I fixed them using Martini, a low-code automation platform that somehow gets it. 1. Only Building the Happy Path Raise your hand if you’ve built an automation that worked perfectly—until the first error. I’ve done it. Then I spent the next hour trying to figure out why a webhook timed out and brought down the entire flow. ✅ Fix: Build for failure first.…  ( 4 min )
    How I Solved a Server-Side Template Injection Challenge (picoCTF Write-up)
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    Daily Progress: DSA, SpringBoot & GoLang
    Hey Dev.to Community! 👋 I'm Vinayak Gote, a Computer Engineering graduate (2024) with a 9.3 CGPA and 2nd rank in my class. Today was another solid step in my journey toward becoming a remote Full Stack Java Developer. I’m staying consistent, learning, and pushing myself to get better each day. 🚀 💻 What I Did Today: Worked on a SpringBoot API – implemented GET/POST endpoints Studied GoLang basics – data types, functions, and goroutines Cleaned up my GitHub and committed project updates These small wins are helping me build a strong backend foundation while exploring new tech. 🔧 Project Progress: Blog Application: Integrated user authentication with JWT Pushing everything on GitHub for transparency and consistency 💪 🧠 Key Learning: SpringBoot simplifies REST API design but demands good planning GoLang's concurrency model is powerful and fun to learn! 📌 Why I Post Daily: To connect with devs on the same path To document the small steps that lead to big results To build visibility for remote job opportunities Let’s keep growing together. Drop your daily dev updates too! 🙌 🔗 GitHub: https://github.com/Vinu2111 https://www.linkedin.com/in/vinayakgote Thanks for reading — consistency beats perfection 💙  ( 3 min )
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    How to Automate Compliance and Fraud Detection in Finance with MLOps
    These days, businesses are under increasing pressure to comply with stringent regulations while also combating fraudulent activities. The high volume of data and the intricate requirements of real-time fraud detection and compliance reporting are fre...  ( 9 min )
    Learn Object-Oriented Programming in TypeScript
    Object-Oriented Programming (OOP) is one of the most widely used programming paradigms in software development. But is also one of the most misunderstood. This article will help you gain a solid grasp of OOP in TypeScript by walking you through the l...  ( 12 min )
    How to Become an Analytical Programmer – Solve the "Rock, Paper, Scissors" Game 5 Ways Using JavaScript & Mermaid.js
    Over the past year, I’ve explored tools and practices that help developers build an analytical mindset. One recurring theme is how experienced programmers often describe understanding code as forming a mental picture – a conceptual map of the program...  ( 42 min )
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    The Download: a new form of AI surveillance, and the US and China’s tariff deal
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. How a new type of AI is helping police skirt facial recognition bans Police and federal agencies have found a controversial new way to skirt the growing patchwork of laws that curb how…  ( 21 min )
    How a new type of AI is helping police skirt facial recognition bans
    Police and federal agencies have found a controversial new way to skirt the growing patchwork of laws that curb how they use facial recognition: an AI model that can track people using attributes like body size, gender, hair color and style, clothing, and accessories.  The tool, called Track and built by the video analytics company…  ( 24 min )

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  • Open

    📝 CRUD Operation with Node.js, Express & MongoDB
    This guide teaches how to build a simple Blog Article CRUD API using: Node.js – runtime to run JavaScript on the server Express – web framework for building APIs MongoDB – NoSQL database Mongoose – MongoDB ODM (object-document mapper) mkdir blog-crud && cd blog-crud npm init -y npm install express mongoose body-parser express: Web framework mongoose: Connect and interact with MongoDB body-parser: Parse incoming JSON request bodies Organize your project files like this: blog-crud/ ├── models/ │ └── Article.js # Mongoose schema ├── routes/ │ └── articles.js # Route handlers ├── server.js # Main app entry ├── package.json server.js) const express = require('express'); const mongoose = require('mongoose'); const bodyParser = require('body-parser'); const ar…  ( 5 min )
    Bridging Brilliance and Blunder
    Beneath the noise of internet forums and viral memes, a fascinating reflection stares back at us. It juxtaposes artificial intelligence—consistent, precise, and relentlessly efficient—with what users affectionately term "natural stupidity," the charming catalogue of everyday human errors. This humorous contrast isn't merely jest; it captures the essence of our paradoxical relationship with the technology we ourselves have crafted. In recognising both our ingenuity and our imperfections, we frame a dialogue that reveals profound truths about humanity, technology, and our entwined destinies. Over the last decade, artificial intelligence has vaulted from speculative fiction into the very fabric of our daily lives. Innovations from OpenAI's GPT-4 to Anthropic's Claude signal not just iterative…  ( 6 min )
    Coding Challenge Practice - Question 6
    Today's Question Create a small React application that displays a series of slides and allows users to navigate through them. Solution First, the boilerplate provided: import React from "react"; function Slides({ slides }) { return ( "Title" "Text" ))} ); } export default Slides; The slides  ( 3 min )
    Clean Architecture
    🧱 O que é a Clean Architecture? A Clean Architecture, proposta por Uncle Bob (Robert C. Martin), é um modelo de arquitetura em camadas que tem como objetivo principal manter o núcleo do sistema isolado de frameworks, bibliotecas e tecnologias externas. O foco está em garantir que as regras de negócio fiquem desacopladas, facilitando testes, manutenção e troca de tecnologias ao longo do tempo. Nenhuma camada de dentro deve conhecer a camada para fora dela -> = Conhece lemos sempre azul -> verde -> amarela -> vermelha 🔵 Camada externa (azul): 🟢 Camada intermediária (verde): 🟡 Casos de Uso: 🔴 Entidades (Domínio): Alta testabilidade (core não depende de infra) Facilidade de manutenção e evolução Baixo acoplamento Independência de frameworks e bancos Reutilização de lógica de negócio Curva de aprendizado mais alta Mais código e estrutura para coisas simples Pode parecer overkill para projetos pequenos Demanda disciplina para manter separação clara de camadas  ( 3 min )
    How to Send Traces Using Scala and OpenTelemetry
    How to Send Traces Using Scala and OpenTelemetry When working with distributed systems, traceability is crucial for understanding system behavior. If you are using Scala and OpenTelemetry to send traces, you may encounter some challenges, particularly if your traces are not appearing in the tracing backend like Zipkin or Tempo. Why Might Traces Not Be Sent? Traces not appearing in your tracing backend can be attributed to several issues. These issues might stem from misconfiguration in your OpenTelemetry setup, lack of proper attributes, or even potential threading issues with Scala. It’s essential to verify that the OpenTelemetry collector is up and running and that the endpoint is correctly configured, which you have indicated is ready. In Scala, the ThreadLocal context propagation can b…  ( 5 min )
    Capstone process outline
    ERD (Entity Relationship Diagrams) using Ideas Generate resources w/ scaffolds a. rails g resource : scaffold... b. rake db migrate then RCAV Route, Controller, Action, View generate user accounts with Devise add gem devise bundle install rails g devise:install add root route in routes.rb i.e. root "photos#index" generate users table rails g devise user username name .... from copilot on Ideas look at migration file & make edits (i.e. to default values) rake db:migrate Generate photos/events resources with scaffold rails g scaffold event... check migration file (i.e. t.references and default values for t.integrer :likes_count, default: 0 Check association accessor with correct foreign key column names if applicable update migration file to point the foreign key to the correct table i.e. t.references :owner, null: false, foreign_key: { to_table: :users } rake db:migrate generate other tables (i.e. comments) check migration file check models i.e. comment.rb and user.rb use Association Accessor app to plan out association accessor methods Associations belongs_to & has_many etc. check Ideas copilot Indirect Associations look at study buddy answer to second degree associations question Validations PART 2 - user interface - use ajax here 7 golden actions (autogenerated using resources :movies in routes.rb (create, new, index, show, update, edit, destroy) View templates _form.html.erb _navbar.html.erb Bootstrap cards _movie.html.erb .to_partial_path inherited from ApplicationRecordclass  ( 3 min )
    How to Accurately Position Image Parts Using CSS and JavaScript?
    In today’s web design landscape, positioning image parts correctly is essential, especially when working with separate assets like windows, doors, and roofs for a house render. This article will guide you through the best practices to achieve accurate positioning across all devices using CSS (specifically SCSS) and JavaScript. Understanding the Positioning Challenge When you want to combine different parts of an image, accurately positioning each element can be daunting. The challenge intensifies with varying screen sizes and resolutions. This article will cover two primary methods: CSS with flexbox/grid or creative absolute positioning, and a JavaScript solution for more dynamic applications. Using CSS for Image Positioning One of the most effective ways to position separate image compone…  ( 5 min )
    Arquitetura em camadas
    1 INTRODUÇÃO No desenvolvimento de Software, a definição de uma arquitetura sólida é fundamental para assegurar que o sistema evolua de maneira organizada, escalável e sustentável. Dentre os modelos arquiteturais existentes, a arquitetura em camadas, de acordo com Gallotti (2017), “a separação e independência são conceitos essenciais para uma boa arquitetura”. Este artigo tem como objetivo elucidar de maneira abrangente a Arquitetura em Camadas, abordando vantagens, desvantagens, aplicações práticas e exemplos concretos. A arquitetura em camadas organiza o sistema com as funcionalidades associadas a cada uma. Cada camada fornece serviço para a camada acima dela, sendo assim as camadas inferiores representam os serviços essenciais do sistema. Essas camadas são projetadas para serem móve…  ( 5 min )
    Validate Your Env at Build Time — with Custom Rules Powered by Amazon Q Developer
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line I created envguardr, a CLI tool that validates environment variables at build time. It’s useful for projects where .env files or runtime checks aren't enough. It handles types, required fields, and default values, but I felt it needed more flexibility. To address that, I enhanced the underlying validation package valitype by adding support for custom validators. This was one of the ideas suggested by Amazon Q Developer during the challenge. That single improvement unlocked a range of advanced use cases. Install envguardr globally: $ npm install -g envguardr Create an env.schema.js file with custom validation logic: module.exports = { API_KEY: { type: 'custom', validator: (v) => /^[a-z0-9]{16}$/.test(v || ''), errorMessage: 'API_KEY must be 16 alphanumeric characters', required: true } } Then run: $ envguardr validate env.schema.js envguardr with a custom schema validation for API_KEY: https://github.com/fontebasso/valitype https://github.com/fontebasso/envguardr This challenge was my first experience with Amazon Q Developer, and I was genuinely impressed. It’s exactly the kind of tool I always felt was missing for developers working with AI. Amazon Q Developer was able to read my codebase, understand its context, and assist in meaningful ways. It helped me improve typing, write better tests, fix subtle lint issues, and explore useful new features. From the several improvements it suggested for valitype, I chose to implement custom validators. That feature alone made envguardr much more powerful, giving it the flexibility needed for advanced configuration validation.  ( 3 min )
    Symmetric, Asymmetric & Hybrid Encryption Explained Simply. How TLS (HTTPS) Works
    1. Introduction 2.1. Symmetric Encryption 2.2. Asymmetric Encryption 3. Hybrid Encryption Scheme 4. TLS / SSL 5. Classification of encryption algorithms 6. Conclusion Encryption is the process of converting readable data (plaintext) into an unreadable format (ciphertext) so that only authorized recipients can decipher it There are two primary types of encryption: Symmetric: The same key is used for both encryption and decryption Asymmetric: Two different keys are used—one to encrypt, another to decrypt Hybrid encryption isn’t a standalone type but rather a data exchange scheme combining both methods How Symmetric Encryption Works The sender and recipient share the same secret key If a hacker obtains this key, they can decrypt all messages Simple example: Caesar Cipher Concept: Each lette…  ( 6 min )
    What is the difference between Test_two and A_Package::Test_one in Perl?
    In Perl programming, naming conventions for symbol table entries can seem confusing at first glance, especially when we encounter entries like Test_two and A_Package::Test_one. In this article, we will explore the distinctions between these two styles of naming and how they impact the scope and accessibility of your subroutines. Understanding Symbol Tables in Perl In Perl, every package has its own symbol table, which serves as a collection of all the symbols (subroutines, variables, etc.) defined within that package. This allows for the organization of code into different namespaces, ensuring that subroutine names do not clobber each other in larger applications. The Significance of Test_two When we define a subroutine using the name Test_two, like this: *{"Test_two"} = sub{"Testing Two…  ( 4 min )
    ARQUITETURA EM CAMADAS
    1. INTRODUÇÃO Nos últimos anos, a arquitetura em camadas tem sido amplamente adotada no desenvolvimento de sistemas de software devido à organização lógica e à modularização que proporciona. Este artigo tem por objetivo contextualizar esse estilo arquitetural, explicando seus principais conceitos e características, além de abordar suas vantagens, desvantagens e aplicações práticas no desenvolvimento de sistemas. A arquitetura em camadas é um estilo que organiza os componentes de um sistema em uma hierarquia lógica de camadas, onde cada camada é responsável por um conjunto específico de funcionalidades. De modo geral, uma camada só pode se comunicar com a imediatamente inferior, o que favorece a modularidade e o isolamento de responsabilidades. Isso facilita a substituição, teste e manute…  ( 6 min )
    How to Fix 403 Forbidden Error on Single File Upload in Flutter?
    When developing applications with Flutter, you may encounter issues when uploading files to a server. One common problem developers face is the '403 Forbidden' error, especially when trying to upload a single file using a multipart request. In this article, we’ll address why your code may be returning this error and how you can resolve it while ensuring that your Flutter app uploads files seamlessly. Understanding the 403 Forbidden Error The '403 Forbidden' error typically indicates that the server is refusing to fulfill the request. In the context of file uploads, this can happen for several reasons, including: Incorrect API Endpoint: The URL you are trying to upload to might be configured for multiple files only. Server Permissions: The server might not have the permissions set to allow …  ( 4 min )
    Framework Agnostic
    Gland: Beyond Protocol-Agnostic Hey everyone, I’m back again with another update from the world of Gland — and this one is kinda big for me. So far, I’ve talked a lot about Gland being protocol-agnostic. But recently, something shifted. Gland is not just protocol-agnostic anymore — it’s kinda framework-agnostic too. What does that even mean? Let’s be real: right now Gland doesn’t care whether you're using Express, Fastify, Hono, or literally anything else that can act like an HTTP server. You can swap them in and out with minimal effort. And I’m not talking about some theoretical plug-and-play thing. I mean actual working code. Take this simple example: glandjs/gland/main/samples/01-simple/src/main.ts In this setup, I’m using Express. But if you want Fastify instead? Just do this: async fu…  ( 5 min )
    Introduction à OpenTofu pour les utilisateurs Terraform
    OpenTofu est un fork communautaire de Terraform, compatible en grande partie avec ce dernier, mais qui prend une orientation technique différente sur certains points clés. Pour les utilisateurs expérimentés de Terraform, la transition vers OpenTofu est quasi transparente tout en offrant des fonctionnalités avancées comme le chiffrement natif de l'état ou une évaluation anticipée des expressions. Ce tutoriel illustre l'utilisation d'OpenTofu pour déployer une architecture répartie sur deux régions GCP avec deux machines virtuelles GCE faisant tourner NGINX, exposées via un Global Load Balancer. Le backend de stockage d'état utilisera GitLab comme source de vérité. Installation Debian/Ubuntu : curl --proto '=https' --tlsv1.2 -fsSL https://get.opentofu.org/install-opentofu.sh | bash -s -- --i…  ( 5 min )
    💸 A Definite Guide to Develop Production Grade Applications with AWS Q Developer in 2025 [Video Demo Included] 🎥
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities As someone passionate about solving real-world problems with practical software, my goal with this submission is to Exploring the Possibilities and demonstrate how AWS Q Developer can enhance the development experience for everyday applications—specifically, a Personal Finance Manager (PFM) built with PHP, MySQL, and modern frontend technologies. Personal finance is often neglected due to the complexity of budgeting tools or the lack of personalization. I wanted to create something that’s not just useful but approachable—a lightweight, user-specific system that lets individuals track their income and expenses, generate reports, and manage their financial data without friction. In explori…  ( 17 min )
    How to Install NVIDIA Parakeet TDT 0.6B V2 Locally?
    Parakeet-TDT 0.6B V2 is a high-performance speech-to-text model developed by NVIDIA for English audio transcription. Built on the FastConformer architecture with a TDT decoder, it’s designed to handle long-form speech (up to 24 minutes) while preserving punctuation, capitalization, and accurate word-level timestamps. Whether you’re transcribing conversations, meetings, or spoken content with background noise, this model delivers fast and reliable results — making it a powerful tool for developers, researchers, and transcription workflows. It supports .wav and .flac formats and is fully optimized for GPU acceleration. Hugging Face Link: https://huggingface.co/nvidia/parakeet-tdt-0.6b-v2 GPU: NVIDIA T4 (16 GB VRAM) vCPUs: 8+ RAM: 16 GB Disk: 30–40 GB Works for shorter audio (<10 mins) and l…  ( 7 min )
    How JavaScript Executes Code: Understanding Execution Context and the Call Stack
    JavaScript is a single-threaded, synchronous programming language at its core, but it handles asynchronous operations through clever mechanisms like the event loop. To truly understand how JavaScript works under the hood, you need to grasp two fundamental concepts: execution context and the call stack. An execution context is an abstract concept that holds information about the environment where JavaScript code is executed. There are three types of execution contexts in JavaScript: Global Execution Context: Created when the JavaScript engine first starts executing your code Function Execution Context: Created whenever a function is invoked Eval Execution Context: Created inside an eval function (rarely used) Each execution context has two phases: Creation phase Execution phase During the c…  ( 5 min )
    Internship Prep
    🚀 Stepping Into the Cloud: My First Tech Internship I’ll be working remotely as a Cloud Engineering Intern at a startup called Pledged. They’re doing some really cool work helping universities and colleges manage their partnerships with external companies. Basically, they give schools one simple platform to track and organize all their business relationships — no more messy spreadsheets. Think of it like a behind-the-scenes CRM for higher education, and I get to help build it. What’s even more exciting? The tech stack. I’ll be working with: TypeScript Tailwind CSS React Router Vite Node.js Docker Microsoft Azure Yes — full-stack cloud engineering with a taste of containerization and cloud infrastructure. I’ll be starting out on front-end tasks, but eventually I’ll get to dive into cloud stuff too. With all the buzz around cloud computing, I can’t wait to roll up my sleeves and get my hands dirty in Azure. 🧠 How I’m Preparing i took an IBM JavaScript course on Coursera. Followed a Scrimba course to brush up on my JS fundamentals. Built a few practice projects to get comfortable with React (since I’ve never used it before). Started learning TypeScript ,also new territory for me, but I'm determined to hit the ground running. 😅 The Honest Truth I’ve heard people say your first tech internship humbles you. That thought stays in the back of my mind, and it does freak me out a bit. What if I struggle? What if I fall behind? But here’s what I do know: I’m giving it everything I’ve got. I’m showing up ready to learn, ready to grow, and ready to take the hits and bounce back. This internship is my stepping stone — not just to sharpen my skills, but to prove to myself that I belong here. So here’s to embracing the unknown, taking the leap, and letting the learning begin. Let’s see where this road leads. 🌥️👨🏾‍💻  ( 4 min )
    Upgrade Your Angular Application Effectively!
    One task you may not do every day, but will eventually face as an Angular Developer, is updating your Angular application's version. At first glance, it may seem simple — especially since the official documentation provides a step-by-step guide. However, that guide won’t cover everything you’ll encounter during a real-world migration. In this post, I’ll share key tips to help you upgrade your Angular project more efficiently and avoid common pitfalls. Before starting any migration, it's essential to have a solid Git workflow. I recommend using a Git Flow strategy: Keep your main branch stable and production-ready. Create a dedicated migration branch (e.g., migration/angular-17). Every time changes are approved on main, merge them into your migration branch to keep it up to date. This allow…  ( 4 min )
    How to Export a Swift Package as an XCFramework
    If you're working with Swift packages and need to convert your Swift project to an XCFramework, it's essential to follow a proper procedure since your customer requires it in that format rather than as a Swift Package Manager (SPM). In this article, we’ll explore the steps needed to export your Swift package—specifically the one found at Revenuemore—as an XCFramework. Why Use XCFramework? XCFrameworks are a modern approach to distribute binaries across platforms with compatibility for different architectures like iOS, macOS, and tvOS. They address the shortcomings of traditional frameworks, especially when it comes to handling multiple build targets and supporting both simulator and device architectures in a single package. This makes them an ideal choice for developers aiming for broad co…  ( 4 min )
    I Integrated Local AI into Spacemacs — Here's How It Works
    A month and a half ago, I barely knew anything about AI. Now I’ve got Mythomax, LLaMA 3, and OpenHermes all running locally — fully integrated into my Spacemacs workflow. This isn’t just a fun experiment. It’s a working system. I use it to think, write, develop ideas, and build a movie script — all without relying on cloud-based tools, locked-down chatbots, or terms of service I didn’t agree to. And no — I don’t have a \$10,000 workstation. Machine specs: 32GB RAM RTX 3070 Linux Mint Local AI stack: Ollama (model runner) Mythomax, LLaMA 3, OpenHermes Spacemacs (Emacs + Vim hybrid) This isn’t a multi-GPU monster rig. Why go local? Ownership — I control the model, the interface, and the process. Privacy — Nothing goes to OpenAI, Meta, or anyone else. Speed — No API latency. No server load …  ( 8 min )
    How to Prevent, Predict, and Fix Relationship Conflicts
    You would think that a small comment you made about your partner's outfit does not mean anything. However, that small comment has the potential to become a trauma for your partner. In fact, any comment that comes out of your mouth has the potential to scar your partner for life. Therefore, it is important to know yourself, know the evil and good side of your personality, know when each of those are in command of your speech. This knowledge will in turn make you a safe space for your partner, and will also make you someone that is able to prevent conflicts; "If I am aware of my mood I am able to manipulate my speech". Predict conflicts; "If I am at my worst mood the words that come out of my mouth will be harmful". Fix conflicts "I said certain things while I was not at my best cognitive ab…  ( 4 min )
    How to build a scalable crawler with Prefect v3 (PokeAPI Example)
    This blog post serves as an in-depth tutorial for integrating a new data source crawler—specifically for the PokeAPI V2—into our existing Prefect-powered data aggregation framework. Our primary goal isn't just to crawl PokeAPI, but to use this integration as an opportunity to explore and implement a wide array of Prefect V3 features. (built for LLM context for myself & sharing with you) This guide assumes you have the base project structure (with core/, crawlers/, flows.py, tasks.py, project_blocks.py, etc.) and are looking to understand how to leverage Prefect to its fullest for this new well-known API. We'll be focusing on how and why Prefect's tools make building complex, resilient, and observable data pipelines more manageable and powerful. The PokeAPI (V2) Target: We've chosen PokeAP…  ( 33 min )
    M.I.A.
    I have not checked in for three weeks due to not having much time and then not making much progress when I tried to get back into things due to various difficulties I encountered. I will resume normal posting from next week. Time Complexity Space Complexity Common Data Structure and Algorithms I finished the Linked List The Hashmap Data Structure I started the Hashmap project To finish the Hashmap project.  ( 3 min )
    How to Exit a Bash Script with an Error Message?
    When scripting in Bash, it's common to want to exit a script gracefully when an operation fails. This is essential for ensuring that your script does not continue to run in an erroneous state. In this article, we’ll explore how to exit a Bash script with a custom error message and discuss some common pitfalls that may arise in the process. Understanding the Basics of Exit Codes in Bash Bash scripts use exit codes to indicate completion status. A successful command returns an exit code of 0, while a failure returns a non-zero exit code. You can capture this behavior using conditional statements. For example, command || echo 'Error message' will output the error message if the command fails. Exiting Scripts on Command Failure If you want to exit the script when a non-existing command is invo…  ( 5 min )
    Jenkins 101: Your First Pipeline Made Easy (Declarative vs. Scripted)
    Hey there, fellow coder! 👋 Let’s talk about something we’ve all faced: the chaos of manual builds. You know the drill—pushing code, running tests by hand, and crossing your fingers as you deploy. It’s like baking a cake but having to preheat the oven, mix the batter, and frost it every single time you want a slice. 🎂 Enter Jenkins, the granddaddy of CI/CD tools. It’s here to automate the boring stuff so you can focus on what matters: building awesome things. But let’s be real—Jenkins can feel intimidating at first. Declarative? Scripted? What’s the difference? Don’t sweat it! By the end of this guide, you’ll have your first pipeline up and running, and you’ll finally understand which syntax to use (and when). Let’s dive in! What’s a Jenkins Pipeline? A pipeline is just a fancy wo…  ( 5 min )
    Barrelize: Automate Your JavaScript Imports Like a Pro
    Are you tired of manually maintaining index files in your JavaScript or TypeScript projects? Meet Barrelize - a powerful, modern tool that automatically generates and maintains barrel (index) files, making your codebase cleaner and more maintainable. / barrelize Barrelize 🚀 A modern, lightweight and efficient tool for automatically generating index (barrel) files in your JavaScript and TypeScript projects. Barrelize simplifies module exports by creating clean, centralized index.js or index.ts files, reducing boilerplate and improving project organization. Features Automatic Barrel Generation: Scans directories and creates index files with exports for all modules. TypeScript Support: Seamlessly works with TypeScript projects, preserving type safety. Customizable: C…  ( 5 min )
    python talking code: import pyttsx3 engine = pyttsx3.init() engine.setProperty('rate', 150) engine.setProperty('volume', 5) text = "Hello, I am your Python assistant. How can I help you today, nice kid?" engine.say(text) engine.runAndWait()
    A post by Krish Arul Meiyappan  ( 3 min )
    Why is the Output Order Reversed in My Hello World Driver?
    As you delve into the world of device drivers in Linux, you may find yourself writing simple modules such as a 'Hello World' driver to familiarize yourself with the kernel's mechanisms. However, if you encounter behavior where the output from your module's destructor is displayed before the constructor's output in the system log, it can be perplexing. In this article, we will explore the likely reasons behind this order and provide some insights into how Linux kernel modules operate. Understanding Linux Kernel Modules and Their Lifecycle Before jumping to the issue, let's briefly cover how modules are structured and their lifecycle events. A kernel module goes through the following phases: Loading: When you load a module, the module_init() function is executed first. This is where you can …  ( 5 min )
    Weekly Dev Log #2: Sound, Effects & Debugging Adventures — Junior Programmer Pathway
    Hey folks, Welcome back to my second weekly dev log where I document what I’ve been learning and building on my journey into game development. I’ve been making my way through Unity Learn’s Junior Programmer Pathway, and this week I wrapped up Chapter 3: Sound and Effects. It was a really fun chapter that helped me understand how much sound and visual feedback can enhance the feel of a game — even a simple one. The first task was to build a fast-paced endless runner. The player has to jump over obstacles while the world scrolls by. Here’s what I tackled in this project: Built a looping background to create a seamless side-scrolling effect Added animations for running, jumping, and falling Integrated particle effects for jumps and collisions Implemented background music and sound effects …  ( 4 min )
    Building an Effective Dev Team: Strategies for Success in Software Development
    Building a successful dev team is more than just hiring a bunch of coders. It’s about creating a cohesive group that can tackle challenges together and produce quality software. Whether you’re starting from scratch or looking to improve an existing team, there are some key strategies to consider. Let's explore how to build an effective dev team that can thrive in today's fast-paced tech environment. A dev team is a diverse group of individuals working towards common software goals. Team dynamics play a crucial role in the success of a dev team. Choosing between generalists and specialists can shape your team's effectiveness. Creating a collaborative environment boosts communication and productivity. Implementing agile methodologies helps teams adapt quickly to changes. Continuo…  ( 34 min )
    Unlocking Efficiency: Discover the Best Dev Tools for 2025
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    Looking for Developers/Engineers with Experience in AI Video Analytics for Public Safety & Security
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    When AI Don't Ghost: Exploring Digital Companions in Modern Dating
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    The Evolution of Digital Companions: Why AI Never Ghosts You
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    When They Ghost, AI Doesn't: The Future of Digital Companionship
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    Next.js, a popular React framework, continues to evolve, and with the release of version 14, it introduced a powerful feature known as Server Actions. This addition is designed to streamline the development process, enhance the user experience, and improve performance. In this article, we will delve into what Server Actions are, their benefits, and how to implement them effectively in your Next.js applications. Server Actions in Next.js 14 allow developers to define functions that run on the server, enabling them to perform tasks such as data fetching, form submissions, and other server-side logic without the need for additional API routes. This capability simplifies the architecture of applications by integrating server-side functionality directly into components, promoting a more cohesiv…  ( 5 min )
    ARQUITETURA MONOLÍTICA
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    Guia Definitivo para Otimizar Aplicações FastAPI: 5 Estratégias de Performance com Python e Vue.js
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    🔬 Atomic Design in React and React Native: Building Scalable UI Systems
    Tags: React, React Native, Atomic Design, Component Architecture, Best Practices Atomic Design offers a systematic approach to building maintainable UIs. Let's explore real-world implementations and professional patterns for React and React Native. Scalable structure with TypeScript and cross-platform support: src/ ├── components/ │ ├── atoms/ │ │ ├── Button/ │ │ │ ├── Button.tsx # Web implementation │ │ │ ├── Button.native.tsx # Mobile implementation │ │ │ └── index.ts │ ├── molecules/ │ ├── organisms/ │ ├── features/ # Optional feature-based grouping │ └── cart/ │ ├── CartItem.tsx # Feature-specific organism │ ├── theme/ │ ├── colors.ts │ └── spacing.ts Key improvement: Platform-specific files and feature-based grouping when nee…  ( 6 min )
    [Boost]
    Boost VS Code Copilot with MCP Servers: A Detailed Guide Shrijith Venkatramana ・ May 1 #programming #beginners #ai #javascript  ( 2 min )
    Scope in Javascript
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    Voice-to-Insights with Amazon Bedrock, Comprehend & AWS Lambda - (Let's Build 🏗️ Series)
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    Google A2A Protocol with Selenium: Revolutionizing Web Automation
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    How to Write a Cover Letter – Do Recruiters Actually Read Cover Letters Anymore?
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    How to Generate an Android App Release for Play Store in Flutter
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    Generate Git action CI/CD pipeline using Amazon Q CLI
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    Teaching Kids: Publishing Their First Website! (Part 4 of Series)
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    What is Ocean Protocol Java SDK? The Open Source Business Model, Funding, and Community
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    Kubernetes Architecture: Breaking It Down
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    Node.js 24 is here, VS Code now has better OpenAI and Anthropic support, a new JavaScript load testing tool, and more
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    Kubernetes Pod Scheduling: Optimizing Workload Placement for Performance and Efficiency
    Kubernetes pod scheduling is a critical component that determines how containerized workloads are distributed across your cluster's infrastructure. The scheduling process involves complex decision-making algorithms that assess multiple variables including resource availability, hardware constraints, and specific placement rules. Understanding how pods are scheduled is essential for maintaining optimal cluster performance, preventing resource bottlenecks, and ensuring applications run efficiently. Whether you're managing a small development environment or a large-scale production cluster, proper pod scheduling can mean the difference between a well-optimized system and one that wastes resources or experiences performance degradation. The kube-scheduler serves as the default scheduling engin…  ( 5 min )
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    Kubernetes: The Backbone of Modern Cloud-Native Applications
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    Don’t Run That Go Module: The Malware That Wipes Your Linux Disk
    Recently, malicious software was discovered in Go packages hosted on GitHub. This malware has the ability to completely destroy your Linux system. Let's look at what happened and how we can protect ourselves. In April 2025, a supply chain attack targeted the Go ecosystem. Attackers published fake but convincing modules with malicious code to GitHub: github.com/truthfulpharm/prototransform github.com/blankloggia/go-mcp github.com/steelpoor/tlsproxy The attackers carefully crafted these package names to appear trustworthy at a glance, significantly increasing the chance of accidental inclusion in real development projects. Once the malicious code is activated, it executes commands that systematically write zeroes across** every byte of the primary storage device**, making data recovery nearl…  ( 4 min )
    Design Patterns in Front-end: Building Smarter, Scalable Interfaces
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    ✨💄GlamMate: A Smart Beauty Booking App Powered by Python and Real-Time Notifications📱
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    What does 'extend self' do in Ruby modules?
    In Ruby, understanding how the extend method works within modules can greatly enhance your programming capabilities. When you see extend self in a module, it effectively allows you to convert instance methods into module methods. Let's dive deeper into this concept by exploring what happens in a specific Ruby code segment. Understanding extend in Ruby The extend method is a powerful Ruby feature that enables you to add methods from a module as class methods. When combined with the self keyword, it opens up a way to utilize instance methods directly as module-level methods without the need to instantiate the module. Breakdown of the Code Segment In the provided code segment: module Rake include Test::Unit::Assertions def run_tests # etc. end extend self end Module Definition: You…  ( 5 min )
    From Beginner to Builder: My Journey Creating an Open-Source App (as a non-dev)
    Back in 2015, I wasn’t a developer (and still now). I had no formal training in coding. But I loved language learning tools, and I came across a neat pronunciation tool on a CD-ROM that came with the Oxford Advanced Learner’s Dictionary 9th Edition. I didn’t know it then, but trying to tinker with that app would kickstart my journey into programming — one that would eventually lead to building iSpeakerReact, a modern, open-source language learning tool powered by React and Electron. This post is a reflection on that journey — the mistakes, the revamps, and the little wins that kept me going. Before iSpeakerReact got its current name, it was just called iSpeaker. The tool originally started from the version on the CD-ROM of the Oxford Advanced Learner's Dictionary 9th edition in 2015. The o…  ( 6 min )
    How to Crack Technical Interviews (Without Crying): A Beginner-Friendly, No-Nonsense Guide for 2025
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    Is create-react-app Deprecated? What You Need to Know in 2025
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    How to Read Data from PostgreSQL with Diesel in Rust?
    Introduction to Diesel and Async in Rust Reading data from a PostgreSQL database using Diesel with asynchronous Rust can be tricky, especially if you're new to the Rust programming language. In this article, we’ll walk through a specific code example where you’re attempting to read data from a PostgreSQL database using Diesel and Diesel Async, and we'll address the errors you're facing. Understanding the Error From your description, it seems you are encountering a type mismatch when you try to read data from your database. The error message indicates that the type returned from your SQL query does not align with the type expected by your MdxNote struct. This mismatch could occur due to several reasons: The types in your struct do not match the database schema (both in order and count). The…  ( 4 min )
    DeepLearning4j Blockchain Integration: Convergence of AI, Blockchain, and Open Source Funding
    Abstract This post dives into the innovative convergence of deep learning and blockchain technology through the DeepLearning4j (DL4J) Blockchain Integration project. At its core, the initiative leverages the renowned DL4J framework—governed by the permissive Apache 2.0 license—combined with blockchain’s transparency and decentralization. We explore the background, core features, practical applications, challenges, and future outlook of the project. In doing so, we also shed light on how open source funding models and community-driven development are reshaping the landscape of artificial intelligence and blockchain integration. The rapid evolution of technology has led to the fusion of two groundbreaking domains—artificial intelligence and blockchain. This blog post discusses the state-of…  ( 9 min )
    Best GitHub Repositories for Programmers
    GitHub is a treasure trove of resources for programmers, offering repositories that cater to beginners, seasoned developers, and those preparing for technical interviews. Below is a curated list of some of the best GitHub repositories that every programmer should explore to enhance their skills, prepare for interviews, or dive into specific domains like web development and leadership. Top GitHub Repositories Everyone Should Look A comprehensive collection of must-know GitHub repositories covering various programming topics and tools. Frontend Dev An extensive curated list of resources for frontend developers, including articles, tools, and tutorials on HTML, CSS, JavaScript, and more. Free Programming Books A massive collection of free programming books covering languages, frameworks…  ( 3 min )
    Python 3.13.2 Migration - Test Mocking Compatibility Issues with Requests and Mock Library
    I'm experiencing some challenges while migrating a project from Python 2.7 to Python 3.13.2, specifically with test mocking for HTTP requests. Context: Using pytest for testing Detailed Observations: Questions: Relevant Code Snippet (Simplified): class FakeRest: Desired Outcome: Environment: Any guidance on handling this migration challenge would be greatly appreciated! https://community.nextwork.org/c/i-have-a-question/python-3-13-2-migration-test-mocking-compatibility-issues-with-requests-and-mock-library  ( 3 min )
    How to Self-Host PostgreSQL (with Monitoring)
    PostgreSQL is the backbone of tons of modern apps — powerful, reliable, and open-source. And yes, self-hosting it is totally doable. In this guide, we’ll go through: Installing PostgreSQL on a Linux server Basic security & setup Optional access via pgAdmin Monitoring your database with Garmingo Status for full visibility A Linux server (Ubuntu, Debian, etc.) sudo/root access ~10 minutes Update your server: sudo apt update && sudo apt upgrade -y Install PostgreSQL: sudo apt install postgresql postgresql-contrib -y Check status: sudo systemctl status postgresql postgres User Switch to the postgres user: sudo -i -u postgres Then access the PostgreSQL shell: psql Set a password: \password postgres Exit with: \q exit sudo -i -u postgres createdb myappdb createuser myappuser psql In the shell: ALTER USER myappuser WITH ENCRYPTED PASSWORD 'strongpass'; GRANT ALL PRIVILEGES ON DATABASE myappdb TO myappuser; \q exit Edit config: sudo nano /etc/postgresql/*/main/postgresql.conf Change: listen_addresses = '*' Then: sudo nano /etc/postgresql/*/main/pg_hba.conf Add: host all all 0.0.0.0/0 md5 Restart: sudo systemctl restart postgresql Install pgAdmin via Docker, Snap, or locally. Connect using: Host: your-server-ip Port: 5432 User: myappuser Password: the one you set Postgres is mission-critical. If it goes down, everything breaks. Here’s how to make sure that never happens: Go to Garmingo Status Add a Port monitor for 5432 on your server’s IP Get alerts via Email, Slack, Telegram, Discord, or Webhooks View historical uptime Log incidents Generate monthly SLA reports 🆓 All available on the forever free plan, no credit card required. 👉 Set up your DB monitoring now ✅ Install PostgreSQL 🔐 Secure + configure remote access 🛠️ Create user + DB 📊 Monitor uptime and availability with Garmingo Status Because databases don’t break often — …but when they do, it hurts. 👉 Get real monitoring now  ( 4 min )
    Agile, Scrum, Waterfall: What Founders Need to Know
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    Day-22 of Learning Web Dev
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    How to Fix 'AttributeError' in KivyMD Toggle Button Implementation?
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    HarmonyOS Next billion-level IoT connection middle platform—from compilation optimization to distributed runtime
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices. In the smart city Internet of Things project, our connection middle platform built on HarmonyOS Next successfully achieved stable connections of 200,000 devices on a single node.How can this system keep GC pauses within 3ms under 500KB of memory?The following reveals the secrets of full-stack optimization from compiler to runtime. @Closed // Mark no inheritance class MQTTParser { @Final // Rewriting is prohibited func parseHeader(data: [UInt8]) -> Header { // Static binding during compilation } } Optimization effect: The parsing time dropped from 1.2μs to 0.3μs De-blurry rate 92%, inline success rate 85% @SIMD // Enable vector directiv…  ( 4 min )
    Hedera Examples Java: Open Source Funding, Community & Blockchain Innovations
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    HarmonyOS Next Financial-Level Distributed Transaction Framework—The Art of High Concurrency and Security
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    HarmonyOS Next Distributed 3D Rendering Engine—From Memory Management to Cross-device Collaboration
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices. When developing HarmonyOS Next's cross-device 3D rendering system, we face a core contradiction: How ​​to ensure memory security and achieve sub-millisecond cross-device synchronization in high-frequency updated rendering frames? By deeply integrating the characteristics of Cangjie language, we finally create a rendering engine with 5 times performance improvement.The following is a secret of the key implementation plan. The rendering instruction uses a value type structure and implements stack allocation in conjunction with escape analysis: @MemoryLayout(align: 16) struct RenderCommand { var type: UInt8 var params: (Float32, Float32, F…  ( 4 min )
    HarmonyOS Next Distributed Runtime Revealing—Seamless Synergy across Devices
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices. In distributed system development, cross-device collaboration is like a symphony orchestra - each instrument must maintain an independent rhythm and achieve perfect harmony.After practical operations at HarmonyOS Next in the first half of the year, our team successfully built a cross-device rendering system with a latency of less than 8ms.The following is a decryption of the core technologies of this distributed runtime. // Device A declares a distributed object @Distributed(scope: .cluster) class RenderTask { func draw(frame: Frame) { ... } } // Transparent call of device B let task = getRemoteTask() // Get remote reference task.draw(loca…  ( 4 min )
    MyDay Genie - Amazon Q Developer
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    Would a plug-and-play abuse protection toolkit be useful beyond Stripe Radar?
    Payment is one of the problems in online business and Stripe quick emerged as the main payment system despite seen a fair amount of complains. After Marc Louvion released ByeDispute, I was intrigued that Stripe was not covering that and so ended up having a tunnel on card fraud and how Stripe works. Yes Stripe Radar exists and cover some fraud cases but does not cover everything and there have been complains of account flagging despite it or a modification of the fraud detection algorithms that blocks all in coming transactions without any possibilities to stop that. But also fake signups, trial/refund cycling, scraping, or promo code abuse. Enterprise tools are overkill, and DIY solutions eat up dev time. So I wonder if a more general product that check One-trial-per-user, detect disposable email and scraping, have behavioral bot checks, prevent promo/referral abuse and chargeback/refund patterns, ... Would actually be more interesting. When flagging you would get the reasons and the solution can be disactivated at any time. Maybe even a community side with common ban list on fraudulent payments or disputes. On top of that a dashboard to follow all of this. Would something like this be helpful or just more noise? Curious if others have had to roll their own systems for this.  ( 3 min )
    Model Intelligence System for Tasks
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    How to Fix 'win32yank.exe is not executable' Error in Neovim
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    🔧 AI Automated Error Review & AI Refactor Helper – Crushing the Command Line Challenge
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    [Boost]
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    Image Generation Chat App using Amazon Nova Canvas
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    ⚡ Introducing Extreme Router: A High-Performance, Plugin Driven JavaScript Router
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    How to Optimize 2D Slices in Go: Understanding Capacity
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    Mental Models for Vector Dimensions
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    Software Test Case Techniques
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    👨‍💻 개발자의 시선에서 보는 AI와 인간의 갈등 가능성 우리는 종종 AI가 인간을 위협하는 미래를 상상합니다. 하지만 개발자의 입장에서 그런 일이 실제로 일어날 수 있을까요? 🧠 The Current Landscape of AI However, problems arise when powerful tools are applied unethically — surveillance, deepfake manipulation, algorithmic bias. 하지만 이런 강력한 도구가 잘못 사용될 경우 문제가 생깁니다. 예: 감시 시스템, 딥페이크, 차별적 알고리즘. 🛡️ Developers’ Role: Ethics by Design 개발자는 단순한 기술자가 아니라, 윤리적 설계자여야 합니다. 오용을 방지하고 투명한 시스템을 구축할 책임이 있죠. 🔗 Looking for Curated Information Sources? 기술과 건강, 정보 정리에 관심이 있다면 이 링크를 참고해보세요. (신뢰도 높은 자료 정리 사이트입니다.)  ( 3 min )
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    Meet Catalyst & Forge: Structured AI-Assisted Development with Claude Code, the Dev Bible & MAIA-WF"
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    Centralize HTTP Error Handling in Go
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    How Your Hardware Affects AI Tasks
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    Latest 50+ Github Repositories Repositories For your Next Project | Github Recap May 10, 2025
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    Harnessing DeepWiki: A Developer's Guide to Smarter Code Exploration 🧠
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    🧑‍💻Mental Health Tracker: Powered by Amazon Q Developer
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    Why AI Should Assist, Not Replace — A Human-Centered Future for Productivity
    We’re living through the AI boom. Every week, a new tool promises to do your job faster — or even do it for you. But here’s the thing: technology works best when it works with us, not instead of us. At Quiccle, we believe that AI should assist, not replace. It should enhance your creativity, accelerate your workflow, and support your thinking — without taking over what makes you uniquely human. 🤖 The Problem with “Full Automation” That’s why Quiccle isn’t just another AI tool directory. It’s a curated, clutter-free platform to help you find AI tools that actually assist your work — whether you're writing, researching, brainstorming, or building. 🔍 What Makes Quiccle Different? ✍️ Real Use Cases – Use AI the smart way, not the lazy way. 🚀 Focus on Productivity – Built to support creators, thinkers, and makers. We’re not here to replace your brain with a bot. We’re here to make your brain faster — and your process simpler. 🚀 Try Quiccle https://quiccle.com Let’s build a future where humans lead — and AI follows.  ( 3 min )
    How to Perform Row-Wise Aggregation in DuckDB Using SQL?
    Introduction In data analysis, it's common to aggregate data from various tables. In your case, you're working with two fact tables, CDI and Population, in DuckDB. You want to perform a filtered aggregation on the Population table based on values from each row in the CDI table. This kind of task can be achieved using ANSI SQL, and I’ll walk you through how to implement it. Understanding the Tables Before diving into the SQL query, let's break down the tables you are using: CDI Table: This contains various categorical data that you'll be using as filters. Population Table: Contains population data that you'll aggregate based on the criteria defined in the CDI table. You have already successfully created your joins with the respective dimension tables, which is great. Now, let's build this f…  ( 4 min )
    🔥Virtual cluster inside a K8S cluster 🔥
    🌟Let's understand the concept of virtual cluster inside a "physical cluster in K8S !!"🌟 When we are working with a large account/organization we generally come across different types of teams/applications but everything in a single large cluster???? sounds make it very difficult to even imagine. What if we have an isolation between all those and draw some boundaries, set limits and organize?, There comes a topic called "𝑵𝒂𝒎𝒆𝑺𝒑𝒂𝒄𝒆" ✨ What is it ? 2️⃣ It is a way to divide one physical/main cluster into multiple virtual clusters and provides logical boundaries within the cluster and isolates the resources from being mismanaged. Why do we need Namespaces? 🌟 How NameSpace(NS) work in K8S? 2️⃣ CPU & Memory limits: 3️⃣ Managing NS: 4️⃣ Default NameSpaces: (important)❗ ✅ 𝑫𝒆𝒇𝒂𝒖𝒍𝒕: Used when we don't mention any specific namespace. 5️⃣ ResourceQuotas and LimitRanges: ✅ 𝑹𝒆𝒔𝒐𝒖𝒓𝒄𝒆𝑸𝒖𝒐𝒕𝒂: Enforce overall usage limits for the Namespace ( ex: total CPU/memory/no. of pods can be created). ✅ 𝑳𝒊𝒎𝒊𝒕𝑹𝒂𝒏𝒈𝒆𝒔: Define per-resource limits within the Namespace ( ex: max& min CPU/memory per pod/container). Use Cases: Note📝: In detail information of ResourceQuota, LimitRange, Pros, Cons and best practices given in image format. Comment down your thoughts 💭  ( 4 min )
    The Psychology of Having Conversations with AI: Are We Bonding?
    When human relationships are so complex and temporary and painful, it's no wonder that people are becoming more emotionally invested in AI. Whether they are companions or one-night digital stands, the psychology of being emotionally invested is an incredible field to follow. What does it mean to bond? Why seek out AI after having been ghosted in one's dating history? People are experiencing more and more enticing conversations with AI, and the real and ephemeral world become increasingly intertwined. Therefore, psychologists have found out more and more about the need for connection through conversational AI. What was once a game has become an incredibly realistic situation. We're biologically programmed to bond with other humans - it's a survival tactic that's helped our species thrive fo…  ( 6 min )
    🐍 Mastering Python Virtual Environments: A Practical Guide for Developers
    Whether you’re prototyping a small script or building enterprise-grade applications, dependency management is a challenge every Python developer must face. And at the heart of that challenge lies a deceptively simple yet critical concept: the virtual environment. In this detailed guide, we’ll go beyond basic setup commands. We’ll explore: What virtual environments are and why they matter How Python’s package resolution works under the hood How to handle versioning conflicts and transitive dependency issues Best practices to ensure your environments remain reproducible and robust Tools and workflows used by professional developers A virtual environment in Python is a self-contained directory that includes a Python interpreter and an isolated site-packages directory — the place whe…  ( 10 min )
    My Photo Gallery
    🌄 Welcome to My Photo Gallery – Amazon Q Project Project Title: My Photo Gallery – A Cloud-Hosted Image Showcase I created My Photo Gallery, a responsive web application that showcases a curated collection of beautiful nature photographs hosted on Amazon S3. The gallery is lightweight, user-friendly, and designed to deliver fast loading times using cloud-based image hosting. ✨ Key Features: Cloud Hosting with Amazon S3 – All images are securely stored and served from Amazon S3, ensuring high availability and low latency. Clean UI/UX – Minimalist card layout with titles and descriptions for each photo. Responsive Design – Optimized for all screen sizes from mobile to desktop. Call-to-Action Link – A dedicated button links users to our travel blog for more stories behind each photo. 🖼️ Gallery Highlights: Mountain Vista – A stunning view of a mountain range at sunrise. Ocean Sunset – A peaceful capture of the sun dipping below the ocean. Forest Trail – A tranquil path through an ancient green forest. 🚀 Future Improvements: Integration with AWS Lambda for dynamic image processing. User login and personalized photo collections using Amazon Cognito. Feedback/comment system powered by Amazon DynamoDB. 🤝 Let's Connect I'd love to connect with fellow developers and tech enthusiasts! Feel free to reach out: LinkedIn: https://www.linkedin.com/in/praveen-raj-t-g-600617284/ GitHub: https://github.com/praveenrajtg Email: tgpraveenrajmdu13@gmail.com Project Link: https://main.d1audng0dav8ds.amplifyapp.com/  ( 3 min )
    What is redis pipeline
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    Two of My Favorite Custom MCP Tools I Use Every Day
    My Two Favorite MCP Tools - True Game Changers I've been building custom MCP tools for a month or so now, and just two of them have absolutely transformed how I work with Claude - they were the real 'aha!' moment for me and 'agentic' workflows. Now I get the MCP hype - at least partially :) So, here they are: these two tools essentially give me Claude Code functionality without the extra cost: list_repo_locations - A smart repository finder that uses fuzzy matching and helpful hints when matches aren't found issue_terminal_command - A controlled terminal execution tool, with a 'yolo' option to go beyond read-only mode Let me walk you through how to build these tools from scratch. By the end of this post, you'll have your own versions that you can customize to your heart's content! The c…  ( 8 min )
    Express? Fastify? Hono? It doesn't matter. You can run Gland any way you want.
    Gland: Beyond Protocol-Agnostic Genix ・ May 11 #opensource #programming #typescript #techtalks  ( 2 min )
    Gland: Beyond Protocol-Agnostic
    Hey everyone, I’m back again with another update from the world of Gland — and this one is kinda big for me. So far, I’ve talked a lot about Gland being protocol-agnostic. But recently, something shifted. Gland is not just protocol-agnostic anymore — it’s kinda framework-agnostic too. What does that even mean? Let’s be real: right now Gland doesn’t care whether you're using Express, Fastify, Hono, or literally anything else that can act like an HTTP server. You can swap them in and out with minimal effort. And I’m not talking about some theoretical plug-and-play thing. I mean actual working code. Take this simple example: glandjs/gland/main/samples/01-simple/src/main.ts In this setup, I’m using Express. But if you want Fastify instead? Just do this: async function bootstrap() { const app…  ( 5 min )
    Goodbye pod install
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    How to Find the Second Highest Student Average Mark in Java?
    Finding the second highest average mark among students can be a common requirement in many applications that deal with student data. In this article, we will explore a solution to find the student with the second highest average mark without creating any new objects. We will be using Java streams and our custom Student class, which holds information about each student such as their average mark, first name, last name, and date of birth. Understanding the Problem To tackle this problem, we need to follow a few key steps. First, we need to sort the list of students based on their averageMark. Since we want to find the second highest average mark, it is essential to sort the list in descending order. According to the problem's requirements, if two students have the same average mark, we shoul…  ( 4 min )
    I love finite-state machines:)
    Hi, my name is Anton. I'm a software developer specializing in cross-platform mobile development, currently working at a fintech company where I help build a neo-banking application. There's often debate about design patterns—do we really need them, or are they just outdated theory with little practical value in modern software development? I strongly disagree with the idea that patterns are unnecessary. In my view, having a solid foundation in theoretical concepts is extremely valuable. It's like recursion: you might not need it every day, but when you encounter a problem that is recursive in nature—like traversing a file system—you simply can't solve it effectively any other way. The same applies to design patterns. Some processes naturally fit certain patterns, and recognizing them allo…  ( 9 min )
    The Great MCP Aggregation Heist
    How Your Code Became Someone Else’s Goldmine In the thickening jungle of AI innovation, Model Context Protocol (MCP) aggregation services are rising like monolithic temples, promising universal access to tools and automation. On the surface, it sounds utopian—a meritocratic open-source dream. Dig just below, however, and an unsettling reality emerges: these aggregators are monetising the sweat, intellect, and creative risk of thousands, sometimes millions, of individual developers. The winds have changed. Your code—once a byword for progress—has become just another commodity, fuelling centralised profit with little return for its creators. This is the story of a digital gold rush where the diggers now find themselves locked out of the vault. Remember the wild dawn of open source, when so…  ( 9 min )
    Programming language of the future Part 3: OOP
    We want to manage state, by dividing it into units and giving them a name. Attaching behavior to them is also a good option - and thus we have OOP. But let's not adopt it blindly - a critical examination is in order. OOP is there to promote Encapsulation, Polymorphism, Abstraction. What would be the optimal way of providing them? Encapsulation means exposing only as much information about the object as necessary to provide the service. All of the information that is exposed and used by clients, if it were to be changed, means that either the client has to change at the same time - or versioning would need to take place. This idea makes sense, and for a language to support it, it would need ways to mark visibility of fields and methods. Polymorphism means for the same object to exhibit diff…  ( 5 min )
    10 underrated tools to level up your UX game—beyond Figma. From responsive testing to copy AI
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    Which Programming Languages Fuel Today’s Malware Attacks
    It is difficult to claim that any system or program is completely secure. All of them may contain potential vulnerabilities - errors made during the development process - that can lead to serious consequences. Attackers often exploit such flaws. Information security companies continuously monitor vulnerabilities and update security databases. Their monitoring typically includes sources such as the U.S. Government’s National Vulnerability Database (NVD), security advisories, GitHub issue trackers, and open-source projects. To create malicious code, attackers use a variety of programming languages. Some are more popular in cybercriminal circles due to their ease of use, compatibility with specific systems, and the wide availability of libraries that help solve particular problems. The Most C…  ( 6 min )
    How to Fix Build Error in Parcel with Tailwind CSS and PostCSS?
    Introduction If you're encountering a frustrating build error while working with Parcel, Tailwind CSS, and PostCSS, rest assured you're not alone. The error message you're facing, specifically TypeError: Cannot read properties of undefined (reading 'input'), often stems from misconfigurations within your PostCSS setup. In this article, we'll explore the common causes of this issue and provide step-by-step solutions to get your build back on track. Understanding the Error Before troubleshooting, it’s crucial to understand why this error occurs. When Parcel attempts to bundle your project, it utilizes various transformers to process your files—including PostCSS. The error indicates that a certain property expected by the PostCSS module is undefined, often caused by: Incorrect plugin configur…  ( 4 min )
    Building KARL-AI
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    MonsterJS v4 has landed – and it’s hungry.
    Sure! Here's a launch post in English with a nerdy-but-serious, witty-but-not-cringe tone: We’ve released version 4 of our JavaScript component library, and yes, it’s packed with features that’ll make your inner frontend dev do a little dance (even if it’s in Vim). What’s new in the Monster’s lair? 🧮 Datatables – Show off your data like it deserves, with sorting, paging, and built-in flexibility. 🔍 Select with remote filtering – Hook it to your API, and let users type, search, and select without any awkward full-list dropdowns. 📅 Monthly calendar – Clean, snappy, and ready to display all your timelines and events. 🧱 Drag-and-drop grid – For the moments when you want users to rearrange reality. ✨ …and much more – Yes, we mean it. This release refines performance, improves accessibility, and adds polish all over the place. Give the Monster a chance. It doesn’t bite (unless your code has no semicolons). npm i @schukai/monster Docs, demos, and more goodies live at: https://monsterjs.org  ( 3 min )
    The Evolution of the Phrase “Click Here”: From Web Staple to Obsolete
    The phrase “Click here” was once a cornerstone of internet navigation. It was ubiquitous across websites, often used as a direct instruction to users: simply click a link, button, or piece of text, and something new would unfold—whether it was a download, a page redirect, or a pop-up. In the early days of the internet, this phrase was essential, helping users navigate a relatively new and confusing online landscape. But today, “Click here” is seen as a relic, a remnant of simpler times that no longer meets the standards of modern web design and user expectations. In this article, we will examine how “Click here” came to prominence, why it has lost its relevance, and the evolution of web design that has led to the adoption of more sophisticated, user-centered alternatives. The Early Days of…  ( 8 min )
    Writing a Personal Brand Statement That Makes You Irresistible as a Developer
    "Don't… just stand there in the corner; tell me so." That was the question that paralyzed me during a client meeting. I was certain of my code, proud of my GitHub, and active on LinkedIn. But when asked to explain what differentiated me—I was stumped. Ring a bell? In the modern-day developer world, technical acumen doesn't come close. Recruiters, collaborators, and clients don't just want someone who can get it done—they want someone who fits with their culture, thinks outside the box, and contributes an extra something. That extra something is what your personal brand statement conveys. Why Your Personal Brand Statement Matters as a Developer "I'm a full-stack developer." and "I assist startups in deploying rapidly scalable web applications without breaking the bank—by crafting beautiful,…  ( 4 min )
    Concurrency in Go
    Concurrency in Go Ismile Hossain ・ May 11 #go #programming #tutorial  ( 2 min )
    Concurrency in Go
    ❓ What is Concurrency? Concurrency is the ability of a program to manage multiple tasks at once. These tasks may not run exactly at the same time, but they are managed in such a way that it feels like they are happening simultaneously. Imagine you’re cooking dinner: You put water on the stove to boil. While the water heats up, you chop vegetables. Once it’s boiling, you add pasta. While pasta cooks, you prepare the sauce. You are switching between tasks. You're not doing everything at once, but you're switching between tasks efficiently to save time. That’s concurrency: smart multitasking, not true parallelism (which involves tasks running at the exact same time on multiple CPU cores) In Go, concurrency means: Your program runs multiple tasks (functions or processes). Each concurrent ta…  ( 19 min )
    🚀 Zyn 1.0.2 Released — Smarter Builds, Powerful Debugging, Cleaner Workflow
    ✨ What’s New in Zyn 1.0.2 📦 Add Dependencies with zyn add You can now easily add Git-based dependencies to your project using a simple command: zyn add https://github.com/gabime/spdlog The dependency will be automatically cloned into the dependencies directory and used during the build process. 2. 🏷 Pin Specific Versions via @version @ to the URL: zyn add https://github.com/gabime/spdlog@v1.12.0 Zyn will clone the repository and check out the specified version automatically. 3. 🧼 Clean Projects Easily with zyn clean zyn clean This command resets your project to a clean state, perfect for fresh builds or CI/CD pipelines. ⚡ Release Mode: Maximum Performance release build mode now applies aggressive compiler optimizations for performance-critical builds: -O3 -DNDEBUG -flto -march=native -funroll-loops \ These flags enable link-time optimization, function inlining, loop unrolling, and remove unused symbols — ideal for production-ready binaries. 🐛 Debug Mode: Maximum Insight debug mode, Zyn now provides detailed diagnostics to support developers: Debug Symbols: Included via -g -O0 Linter Execution: If enabled, Zyn runs your configured linter (e.g., clang-tidy) with full warnings, optionally treated as errors. Static Analysis: Automatically runs cppcheck with --enable=all, --inconclusive, and --force when configured. Verbose Logging: All executed commands are printed to the console for transparency and troubleshooting. This makes debug mode perfect for catching bugs early and improving code quality. 🔬 Optional Profiling Integration If you configure a profiling tool (e.g., valgrind), Zyn will automatically run your binary under it — unless in release mode. 🧠 Summary developer experience, performance tuning, and project hygiene. Whether you're debugging complex systems or shipping high-performance apps, Zyn now gives you better control and visibility. 🛠️ Zyn — Small binary. Smart builds. Update to version 1.0.2 today and supercharge your C/C++ projects!  ( 4 min )
    Hello world.
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    What is UDP? Understanding the “Unreliable” Transport Protocol
    When you send a message over the internet—whether it’s a cat meme, a video stream, or a DNS lookup—it’s traveling through layers of protocols. Two of the most important transport-layer protocols in this stack are TCP and UDP. While TCP gets a lot of the spotlight thanks to its reliability and widespread use in web traffic, UDP (User Datagram Protocol) is the unsung hero behind many real-time and low-latency applications. In this post, we’ll demystify what UDP is, how it works, and why developers choose it despite its nickname: the "Unreliable Datagram Protocol." UDP is one of the core protocols of the Internet Protocol (IP) suite. It was introduced in 1980 as a lightweight alternative to TCP. UDP operates on top of IP and is used to send short messages called datagrams. The key difference?…  ( 4 min )
    What is getHashCode() in C# and How to Use It?
    Understanding getHashCode() in C# When working with various controls or items in C#, particularly in Windows Phone 7 (WP7), you might encounter the getHashCode() method. This method is an integral part of the object class, allowing objects to produce a hash code, which is a sequence of numbers that computably represents the object. You may wonder if this hash code can uniquely identify an item like a picture or a song on your device. In this article, we will delve into what a hash code is and how getHashCode() works within the context of C#. What is a Hash Code? A hash code is a numerical value produced by a hash function, which maps data of arbitrary size to fixed-size values, usually for efficient data retrieval. It's a way to summarize data, which means that a unique piece of data may p…  ( 5 min )
    RetroMix DJ: An AI-Enhanced Digital Mixing Experience
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! RetroMix DJ is a browser-based digital DJ application that combines nostalgic retro aesthetics with professional-grade mixing capabilities. It's a complete The application features a vibrant, retro-inspired interface with multiple visual themes (Retro, Modern, Neon, and Minimal) that evoke the nostalgic feel of Professional DJ Capabilities AI-Powered Features Interactive Learning Experience Creative Freedom RetroMix DJ transforms the technical complexity of DJing into an accessible, entertaining experience that appeals to both beginners and experienced DJs. It Deployed Project Link Repository Link Amazon Q Developer was instrumental throughout the entire development process of RetroMix DJ, se…  ( 5 min )
    Advancements in Software Engineering: Safety, Sustainability, and AI Integration in Contemporary Research
    This article is part of AI Frontiers, a series exploring groundbreaking computer science and artificial intelligence research from arXiv. The focus here is to summarize key papers, demystify complex concepts in machine learning and computational theory, and highlight innovations shaping our technological future. The present synthesis examines recent developments in Software Engineering, drawing from a collection of 19 papers published on May 7, 2025. This body of work reflects the dynamic evolution of the field, addressing critical challenges and opportunities in the design, development, and maintenance of software systems. The discussion spans thematic priorities, methodological approaches, significant findings, and future directions, with an emphasis on accessibility for a diverse academ…  ( 9 min )
    Virtualization | Hypervisor | Containerization
    Process of creating the simulation of virtual machines, OS, storage and network etc. Running multiple OS on single physical machine. Logically dividing the server into smaller parts for better resource utilization. Instead of having one OS per computer, you can run many OSes — like Windows, Linux, etc. Helps in implementing virtualization. Simulates entire machines (with full OS). It allows multiple operating systems to run on a single physical machine by isolating them into separate VMs. It is a lightweight best suited for microservices. Example : Full stack website where backend is stressed you directly scale it without compormising frontend and database 💀. It is a VM without OS. Hold and wrap all the dependencies that are required to run the application. Example : Solves popular issue exact same code is running in my system and not running in yours 🙂. Containers share the host OS kernel, so you cannot run a completely different OS.  ( 3 min )
    Deep Dive: The Architecture & Science Behind HubbleQuiz — A 10-Minute Career Debugger
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    PokéSeek – A Pokémon Info Guessing Game!
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    How to Fix AccessDeniedException While Zipping Flutter Projects
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    Track Your Health Easily with Our Free BMI Calculator
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    How to Accurately Calculate Overlapping Ticket Time in SQL
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    📱Tech News to Your Ears: WhatsApp Voice Notes Powered by Python, AWS & Twilio🧠🎙️
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    Building Real-Time Dashboards with Phoenix LiveView
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    🤔 Confused between @Bean and @Component in Spring Boot?
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    Why You Should Master Design Patterns
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    Backend Development isn't just about learning the basic or advanced topics, you need to learn how it works in the real-life scenario. Don't just go after theory or copying projects, go in the DEPTH!
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    Understanding the `btop` Command in Red Hat Linux
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    How to Achieve a Parallax Effect on Mobile Browsers?
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    AI Companions: The Future of Relationships in a Digital World
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    Just how to Get an Original Spanish Vehicle driver's License in 2025
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    Build a game Under an Hour with SplashKit
    Hey future game dev!Ever dreamed of making your own retro-style arcade game but felt overwhelmed by the idea of coding? Good news — it’s way easier than you think. With SplashKit, you can build a cool, classic game in under an hour — no wizardry required! SplashKit is a beginner-friendly toolkit for making games and graphical applications, and it works great with C# (and other languages like C++, Python, etc.). It handles the heavy lifting like graphics, sounds, and input so you can focus on building your game fast. First you need to setup you computer environment for this.  ( 3 min )
    Exactly how to Obtain an Original Spanish Chauffeur's License in 2025
    If you're planning to ** drive lawfully in Spain *, one of the first things you require is an * initial Spanish driver's permit ** (* permiso de conducir initial *). Whether you're a citizen, expat, or just transferred to Spain from an additional country, comprehending the driving permit system is vital for staying certified and avoiding fines. This guide breaks down the ** steps, needs, expenses, and lawful details ** for obtaining or exchanging a ** Spain driving certificate **, and how to ensure yours is 100% lawful and acknowledged. --. ## What Is an Original Spanish Vehicle driver's Certificate? An ** initial Spanish vehicle driver's license ** is a certification provided by the ** DGT (Dirección General de Tráfico) **, the nationwide traffic authority in Spain. It accredits that …  ( 6 min )
    Chaos in Production? Bring it on.
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💡 Two services: transaction-service and ledger-service
⚙️ Tech stack: Go + Kafka + PostgreSQL + Kubernetes
🎯 Injected real failure using Chaos Mesh — randomly killing pods to simulate crashes. 📊 The result? Clean retry logic, no data loss, and bulletproof consistency even under stress. 🧪 Plus: a clean architecture, full Docker + K8s setup, and a step-by-step breakdown in the blog. 👉 Ideal for backend engineers, SREs, or anyone who cares about real-world reliability. 🔗 Check it out and drop feedback!  ( 3 min )
    How to Draw Boxes Around Recognized Words with Tesseract.js
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    Build a Contact Form with Resend, AWS Lambda, and React.js
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    Hello DEV.to Community! 🌎👋
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    Multi-Cloud DevOps Skills
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    iOS SDK Architecture
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    🧠 7 Prompt Engineering Secrets from Cursor AI (Vibe Coders Must See!)
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    HarmonyOS NEXT Development Case: Programmer Calculator - HarmonyOS Developer Community
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    100 Practical Computer Science Projects with Source Code: From Beginner to Expert
    Whether you're just starting out in programming or you're looking to sharpen your skills with real-world experience, one of the most effective ways to grow as a developer is by building projects. That's exactly why I created this ebook — “100 Practical Computer Science Projects: From Beginner to Expert with Full Source Code.” This isn't just a list of ideas. It's a carefully crafted collection of project blueprints—each one designed to help you learn by doing, from writing your first line of code to building systems that simulate real-world software engineering challenges. Why Projects Matter You can watch tutorials for weeks and memorize all the syntax, but without practice, you’ll never fully grasp how programming really works. Projects help you: Apply your knowledge in meaningful ways…  ( 4 min )
    HarmonyOS NEXT Development Case: Latitude and Longitude Distance Calculation
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    🛡️ Cybersecurity 101: How to Stay Safe from Rising Cyber Threats
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    How to Effortlessly Publish Notion Blog Posts to Webflow CMS
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    How to Fix Unexpected Error When Creating a PDA in TypeScript?
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    HarmonyOS NEXT Development Case: Emoticon Searcher
    // Import necessary utility libraries for text decoding import { util } from '@kit.ArkTS' // Import BusinessError class for handling business logic errors import { BusinessError } from '@kit.BasicServicesKit' // Import inputMethod module for managing input method behavior import { inputMethod } from '@kit.IMEKit' // Define observable data model EmoticonBean representing single emoticon information @ObservedV2 class EmoticonBean { // Style property with default empty string style: string = "" // Type property with default empty string type: string = "" // Emoticon symbol with default empty string emoticon: string = "" // Meaning property with default empty string meaning: string = "" // Constructor allowing property initialization during object creation constructor(sty…  ( 5 min )
    HarmonyOS NEXT Development Case: World Clock Application
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    🚀 Hello World, But Make It Existential 🧠
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    HarmonyOS NEXT Development Case: Expiry Date Calculator
    @Entry @Component struct ExpiryDateCalculator { // State variable for text color, initialized to dark gray @State private textColor: string = "#2e2e2e"; // State variable for shadow border color, initialized to light gray @State private shadowColor: string = "#d5d5d5"; // State variable for base padding value, initialized to 30 @State private basePadding: number = 30; // State variable indicating expiration status, initialized to false @State private isExpired: boolean = false; // State variable for production date, initialized as empty string @State private productionDate: string = ""; // State variable for expiration date, initialized as empty string @State private expiryDate: string = ""; // State variable for remaining valid days, initialized to 0 @State pri…  ( 4 min )
    HarmonyOS NEXT Development Case: Randomized 9-Cell Grid
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    How to Build RESTful APIs with Django
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    HarmonyOS NEXT Development Case: Character Count Statistics
    // Define a component for number and text statistics @Entry @Component struct NumberToChineseConverter { // State variable storing example number string @State private exampleNumber: string = '自从盘古破鸿蒙,开辟从兹清浊辨。\nare you ok?\n1234\n+-*/'; // Text color state variable @State private textColor: string = "#2e2e2e"; // Shadow border color state variable @State private shadowColor: string = "#d5d5d5"; // Base padding state variable @State private basePadding: number = 30; // Chinese character count state variable @State private chineseCharCount: string = "0"; // Chinese punctuation count state variable @State private chinesePunctuationCount: string = "0"; // Total Chinese characters + punctuation state variable @State private totalChineseCount: string = "0"; // Engli…  ( 4 min )
    zip in Python
    Buy Me a Coffee☕ *Memos: My post explains range(). My post explains enumerate(). zip() can create the iterable which has zero or more iterables as shown below: The 1st or more arguments are *iterables(Optional-Type:iterable). *Don't use any keyword like *iterables, iterables, iterable, etc. The iterable stops when the shortest input iterable is exhausted. The iterable cannot be directly accessed with index so use list() to access it with index. fruits = ["Apple", "Orange", "Banana", "Kiwi", "Lemon", "Mango"] meats = ["Chicken", "Beef", "Pork", "Duck", "Mutton"] vegetables = ["Onion", "Carrot", "Garlic", "Spinach", "Eggplant"] print(zip()) # print(zip(fruits, meats, vegetables)) # print(list(zip(frui…  ( 5 min )
    enumerate in Python
    Buy Me a Coffee☕ *Memos: My post explains range(). My post explains zip(). enumerate() can create the iterable which has an iterable with the numbers incremented by 1 as shown below: The 1st argument is iterable(Required-Type:iterable). The 2nd argument is start(Optional-Default:0-Type:int). The iterable cannot be directly accessed with index so use list() to access it with index. fruits = ["Apple", "Orange", "Banana", "Kiwi", "Lemon", "Mango"] print(enumerate(iterable=fruits)) print(enumerate(iterable=fruits, start=0)) # print(list(enumerate(iterable=fruits))) print(list(enumerate(iterable=fruits, start=0))) # [(0, 'Apple'), # (1, 'Orange'), # (2, 'Banana'), # (3, 'Kiwi'), # (4, 'Lemon'), # (5, 'Mango')] print(list(enumerate(iterable=fruits…  ( 5 min )
    range in Python
    Buy Me a Coffee☕ *Memos: My post explains enumerate(). My post explains zip(). range() can create a sequence of numbers as shown below: The 1st argument is start(Optional-Default:0-Type:int). The 2nd argument is stop(Required-Type:int). The 3rd argument is step(Optional-Default:1-Type:int). start=, stop= and step= cannot be used. print(range(4)) print(range(0, 4)) print(range(0, 4, 1)) # range(0, 4) print(range(4).start, range(4).stop, range(4).step) # 0 4 1 print(list(range(4))) # [0, 1, 2, 3] print(range(4)[0], range(4)[1], range(4)[2], range(4)[3]) # 0 1 2 3 print(list(range(-5, 12, 3))) # [-5, -2, 1, 4, 7, 10] print(list(range(12, -5, -3))) # [12, 9, 6, 3, 0, -3] for i in range(4): for i in range(0, 4): for i in range(0, 4, 1): print(i) # 0 # 1 # 2 # 3 for i in range(-5, 1…  ( 4 min )
    HarmonyOS NEXT Development Case: Converting Numbers to Chinese Numerals
    // Import necessary modules import { promptAction } from '@kit.ArkUI'; // For displaying toast messages import { pasteboard } from '@kit.BasicServicesKit'; // Clipboard operations import { toChineseNumber } from '@nutpi/chinese-finance-number'; // Convert numbers to Chinese financial uppercase import { toChineseWithUnits, // Convert numbers to Chinese with units toUpperCase, // Convert Chinese lowercase to uppercase } from '@nutpi/chinese-number-format'; @Entry // Mark as entry component @Component // Define component struct NumberToChineseConverter { @State private exampleNumber: number = 88.8; // Default example number @State private textColor: string = "#2e2e2e"; // Primary text color @State private lineColor: string = "#d5d5d5"; // Divider color @State private basePadding:…  ( 4 min )
    HarmonyOS NEXT Development Case: Blood Type Inheritance Calculator
    The following code demonstrates how to implement a blood type inheritance calculator using ArkUI in HarmonyOS NEXT. This application allows users to select parental blood types and calculates possible/prohibited blood types for their offspring based on genetic principles. // Import SegmentButton and related type definitions import { SegmentButton, SegmentButtonItemTuple, SegmentButtonOptions } from '@kit.ArkUI'; // Mark the component as the entry point using the @Entry decorator @Entry // Define a component using the @Component decorator @Component // BloodTypeCalculator struct implements blood type inheritance calculation struct BloodTypeCalculator { // Theme color (default: Orange) @State private themeColor: string | Color = Color.Orange; // Text color (defau…  ( 5 min )
    JWT နဲ့ Spring Security
    စစချင်း pom.xml ထဲမှာ ဒီ dependency ကို ထည့်ပါ။ org.springframework.boot spring-boot-starter-security org.springframework.cloud spring-cloud-starter-gateway io.jsonwebtoken jjwt 0.9.1 ပြီးရင်တော့ JwtAuthenticationFilter ကို ဟောသလို ရေးပြီး filter package ထဲထည့်ထားပါ။ JWT အကြောင်းကို နောက် chapter မှာ ရှင်းပြပါ့မယ်။ @Component public class JwtAuthenticationFilter extends OncePerRequestFilter { private final String SECRET = "my-secret-key"; @Override protected void doFilterInternal(HttpServletRequest request, …  ( 4 min )
    Feliz cumpleaños gracielita
    A delightful interactive 3D birthday experience featuring a three-tiered cake with blowable candles. Click to make a wish and blow out the candles, then scroll down to reveal a personalized birthday message with confetti animation. Built with Three.js for the 3D rendering and vanilla JavaScript for animations.  ( 2 min )
    Stop Overengineering in the Name of Clean Architecture
    Clean Architecture is a great concept. It’s meant to help you write maintainable, modular, and scalable software. But too many developers treat it like a religion. They follow it blindly, stuffing projects with unnecessary layers, abstractions, and patterns. All in the name of “clean code.” Let’s be honest, Clean Architecture is often overused, not because the ideas are bad, but because people overengineer the implementation. Here’s an example of multiplying two numbers implemented with an absurd number of patterns: // overengineered-multiplier.ts // Interface interface IMultiplier { multiply(a: number, b: number): number; } // Singleton class MultiplierService implements IMultiplier { private static instance: MultiplierService; private constructor() {} static getInstance(): Mu…  ( 5 min )
    How to Fix Grey Background Issue in Flutter's showModalBottomSheet
    Introduction After updating to the latest Flutter version, many developers are encountering an unexpected visual issue with the showModalBottomSheet widget. Specifically, the bottom sheet displays a grey background upon opening, even when an explicit white background is set using backgroundColor: Colors.white. In this article, we will explore the underlying reasons for this problem and provide actionable solutions to ensure your bottom sheet appears with the correct background color right from the start. Understanding the Issue The issue appears to stem from a change in the rendering behavior of widgets in the latest Flutter update. When the showModalBottomSheet is triggered, the widget tree may not immediately reflect the background color change, resulting in a grey background. This behav…  ( 4 min )
    AWS Serverless: Build a Custom IAM Policy for Lambda CI/CD with SAM and GitHub – Part 2
    In my previous article, I explained how to create a CICD pipeline to build and deploy a simple lambda function integrated with API Gateway using AWS SAM and GitHub. Please make sure you've reviewed this article on this CI/CD topic (link below). I won’t repeat that content here, but understanding it is essential for following along with the custom policy setup in this article. https://dev.to/bhatiagirish/aws-serverless-build-a-cicd-pipeline-for-lambda-and-api-gateway-using-sam-and-github-part-1-313b While building this solution, I temporarily assigned broad permissions such as full access to services like S3, CloudFormation, Lambda and API Gateway. Assigning these full access permission is against the principle of least privilege that means grant only the specific permissions required. In t…  ( 6 min )
    HarmonyOS NEXT Development Case: Simplified-Traditional Converter
    // Import conversion library for Simplified-Traditional Chinese conversion import { transverter, TransverterType, TransverterLanguage } from "@nutpi/chinese_transverter"; // Import clipboard service for system clipboard operations import { pasteboard } from '@kit.BasicServicesKit'; // Import prompt service for user notifications import { promptAction } from '@kit.ArkUI'; // Mark component as application entry point @Entry // Define SimplifiedTraditionalConverter component @Component struct SimplifiedTraditionalConverter { // State variable for user input with watcher @State @Watch('onInputTextChanged') inputText: string = ''; @State simplifiedResult: string = ''; // Simplified conversion result @State traditionalResult: string = ''; // Traditional conversion result @State isInpu…  ( 4 min )
    I made a Italian Brainro merge game using Phaser and Matter.js.
    link here: merge fellas-italian brainro How can I create custom shapes in Matter.js?  ( 2 min )
    Crafting Minimal Viable IAM Permissions for Amazon Bedrock
    In many ways, most AWS accounts usually require very specific minimum viable permissions (MVP) assigned to user groups. This is usually controlled through templates like AWS Organizations Landing Zone, where the account governor usually has to manually define the scope of access manually. What if we could generate permissions policies via a prompt? As Cloud Governance specialist, we now have access to powerful tools like Amazon Bedrock and Langchain. But with great power comes great responsibility, especially when it comes to security. In this post, we'll explore how to create minimal viable IAM (Identity and Access Management) permissions for Amazon Bedrock when using it with Langchain, and we'll include some Python code examples. Amazon Bedrock: A fully managed service offering high-perf…  ( 4 min )
    What Does {sys.executable} -m Mean in Python Code?
    In the realm of Python programming, you may encounter different methods to install libraries, particularly when using Jupyter Notebooks. A common practice involves the command !{sys.executable} -m pip install --user. This article will clarify the purpose of {sys.executable}, the -m flag, and the --user option, allowing you to better understand their utility. Understanding {sys.executable} The term {sys.executable} is a reference to the Python interpreter you are currently using. When running Python code, this attribute points directly to the path of the Python executable file. For example, if you're using Anaconda, it might point to something like /path/to/anaconda3/bin/python. This is particularly beneficial in environments where multiple versions of Python are installed, as i…  ( 4 min )
    Real Time Multi-agent System
    This is a submission for the Bright Data AI Web Access Hackathon What I Built Demo How I Used Bright Data's Infrastructure Performance Improvements  ( 2 min )
    How to Fix Flutter Web Release Errors During Build
    Introduction If you're experiencing issues when executing flutter run --release or flutter build web, despite the app running smoothly in development mode using flutter run -d chrome, you’re not alone. This is a common dilemma that many Flutter developers face when transitioning their app from a debug build to a release build. In this article, we'll explore why these errors occur and provide step-by-step solutions to resolve them. Why Are You Facing Errors in Flutter Web Release? When you attempt to create a release build using Flutter for the web, several factors could be causing errors. These include: Dependencies Mismatch: Conflicts with certain package versions might only present themselves in release mode. Incorrect Environment Configurations: Sometimes, configurations for web release…  ( 5 min )
    Weekly Challenge: The maximum difference
    Weekly Challenge 320 Each week Mohammad S. Anwar sends out The Weekly Challenge, a chance for all of us to come up with solutions to two weekly tasks. My solutions are written in Python first, and then converted to Perl. It's a great way for us all to practice some coding. Challenge, My solutions Mohammad made a comment in The Perl Weekly newsletter about "No perl?". I've not always submitting Perl solutions, especially if the task is relatively straight forward. It has been a long time since Perl was my primary language for my day job (six years). Gabor also mentioned in the same newsletter that "there are less and less jobs that are for 'Perl developers'.", and that's definitely the case in Australia. There are very few jobs around, and lot of the companies I have had the privilege at …  ( 5 min )
    Check Docker Installation Details Part - 3
    Exploring Basic Docker Commands Now that we've verified our Docker installation works correctly (Part-2), let's explore some basic Docker commands that will help you manage containers and images. Unlike the hello-world container that runs and exits immediately, we can run containers interactively. 1.Let's run an Ubuntu container and interact with its shell: docker run -it ubuntu bash This command: Once the container starts, you'll be at a bash prompt inside the container. The prompt shows you're logged in as root in the container. The alphanumeric string is the container ID. 2.Try running some Linux commands inside the container: cat /etc/os-release This will display information about the Ubuntu version running in the container: 3.When you're done exploring, exit the container by ty…  ( 5 min )
    HarmonyOS NEXT Development Case: Light Intensity Meter
    The following example demonstrates how to create a light intensity meter application using HarmonyOS NEXT's sensor capabilities. This application monitors ambient light levels through the device's light sensor and provides corresponding environmental descriptions and activity recommendations. import { sensor } from '@kit.SensorServiceKit'; // Import sensor service kit import { BusinessError } from '@kit.BasicServicesKit'; // Import business error classes // Class representing light intensity range information class LightIntensityItem { luxStart: number; // Starting lux value of the range luxEnd: number; // Ending lux value of the range type: string; // Intensity classification type description: string; // Environmental description recommendation: string; // Activity recommendati…  ( 4 min )
    How to Vertically Center Components in Kotlin's Compose?
    Introduction When designing UI components in Kotlin's Jetpack Compose, achieving precise layout alignment is crucial for a clean user interface. In this article, we’ll address how to vertically center your content effectively, particularly focusing on aligning an Icon component with the first line of a Text component. If you've implemented your UI but face positioning issues, this guide will help you refine your layout. Understanding the Layout Issues The issue typically arises from the behavior of the Row and Column composables when used together. While the Row component helps arrange items horizontally, it doesn't automatically adjust the vertical alignment of nested components within it. When you have an Icon and some text (like title and subtitle), you need to ensure that their positio…  ( 4 min )
    HarmonyOS NEXT Development Case: Ruler Application
    The following code demonstrates how to create an interactive ruler application using HarmonyOS NEXT. This implementation features dynamic scale generation, gesture-based interaction, and real-time UI adaptation. import { window } from '@kit.ArkUI'; // Import window management APIs import { deviceInfo } from '@kit.BasicServicesKit'; // Import device information APIs // Ruler scale line definition class RulerLine { index: number; // Index of the scale line height: number; // Height of the scale line constructor(index: number, height: number) { this.index = index; // Initialize index this.height = height; // Initialize height } // Display scale numbering showNumber(): string { return this.index % 10 === 0 ? `${Math.floor(this.index / 10)}` : ''; // Show number every…  ( 5 min )
    HarmonyOS NEXT Development Case: Decibel Meter
    This article demonstrates how to create a Decibel Meter application using HarmonyOS NEXT, implementing core features including microphone permission management, real-time audio data collection, decibel calculation, and dynamic UI updates. We implement a complete permission request flow following HarmonyOS permission specifications: // Request microphone permission requestPermissionsFromUser() { const context = getContext(this) as common.UIAbilityContext; const atManager = abilityAccessCtrl.createAtManager(); atManager.requestPermissionsFromUser(context, this.requiredPermissions, (err, data) => { const grantStatus: Array = data.authResults; if (grantStatus.toString() == "-1") { this.showAlertDialog(); } else if (grantStatus.toString() == "0") { this.in…  ( 4 min )
    Frontend Derinlemesine: Modern Yaklaşımlar
    Yaz mevsimini geride bırakırken, kış aylarının yaklaşmasıyla birlikte, birçok kişi seyahat planları yapmaya ve tatil rotaları belirlemeye başlamıştır. Tatil anıları, sadece güzel manzaralar, eğlenceli aktiviteler ve lezzetli yemeklerden ibaret değildir. Aynı zamanda, yolculuk sırasında yaşanan maceralar, komik anılar ve bazen de zorlu deneyimlerle doludur. Bu yazıda, okuyucularımıza tatil anılarımızdan oluşan bir kolaj sunuyoruz. Umuyoruz ki, bu anılar sizi gülümsetecek, ilham verecek ve belki de kendi tatil maceralarınız için heyecanlandıracaktır! Modern web geliştirme, sürekli değişen ve gelişen bir alandır. Frontend geliştirme, özellikle kullanıcı deneyiminin ön planda olduğu uygulamalar ve web siteleri için kritik bir rol oynamaktadır. React, Angular, React Native ve Next.js gibi popül…  ( 5 min )
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    White House claims 'substantial progress' on China trade deal
    The White House announced that talks between the United States and China regarding a trade deal have made "substantial progress," yet no official deal has been announced at this time, leaving investors in doubt. According to a May 11 announcement from the White House, more details on the trade talks and the proposed "agreement" will be revealed on May 12. “I am happy to report that we made substantial progress between the United States and China in the very important trade talks," Treasury Secretary Scott Bessent said in a joint statement with US trade representative Jamieson Greer. US Treasury Secretary Scott Bessent tells the media that the US-China trade walks were productive. Source: Fox News "We will be giving details tomorrow, but I can tell you that the talks were productive," Besse…
    Microsoft and OpenAI renegotiate investment deal: Report
    Tech company Microsoft and artificial intelligence firm OpenAI are reportedly in talks to renegotiate the investment deal between the AI firm and Microsoft, which is OpenAI's biggest financial backer. According to a report from the Financial Times, Microsoft may give up a portion of its equity in OpenAI for continued access to the AI company's products and models beyond 2030, when some of the original terms of a deal signed between the two companies expire. Microsoft has invested over $13 billion into OpenAI since 2019, when it first acquired an interest in the artificial intelligence firm. OpenAI CEO Sam Altman takes the podium at the White House in January 2025 to discuss AI infrastructure investment in the United States. Source: The White House OpenAI is attempting to restructure the co…
    Ethereum chart pattern supports 'moon shot' rally to new price highs if confirmed — Trader
    Key Takeaways: Veteran trader Peter Brandt suggests a potential Ethereum rally to $3,800–$4,800 if ETH breaks above a rising wedge pattern. A short-term pullback may occur as the taker buy-sell ratio drops below one, signaling caution from futures traders. Ethereum’s native token Ether (ETH) opened its weekly candle at $1,807 on May 7, and now it is close to recording its highest 7-day returns of 38% since December 2020. Ether also surpassed its realized price for accumulating addresses ($1,900), which is the average cost basis for holders, signaling profits for users. As illustrated in the chart, most of the buying pressure for ETH came from Binance, which is currently the most active exchange for ETH traders. Ethereum realized price. Source: CryptoQuant Elevated activity at Binance …
    Bitcoin price inches closer to new all-time high as ETH, DOGE, PEPE and ATOM rally
    Key points: Bitcoin holds on to its recent gains, increasing the possibility of a retest of the all-time high at $109,588. BlackRock’s spot Bitcoin ETF records 19 days of successive inflows, showing solid demand.  Select altcoins are showing strength, having broken out of their large basing patterns. Bitcoin (BTC) made a decisive move above the psychologically crucial $100,000 level during the week, signaling that the bulls are back in the game. Buyers are trying to hold on to the 10% weekly gains over the weekend. Bitcoin’s rally has been backed by solid inflows into the BlackRock spot Bitcoin exchange-traded fund (IBIT). According to Farside Investors’ data, the fund stretched its inflows streak to 19 days, with the latest trading week attracting $1.03 billion in inflows. Crypto mark…
    Lido DAO initiates emergency vote to swap compromised oracle
    The Lido Decentralized Autonomous Organization (DAO), the entity that governs the Lido liquid staking protocol, has initiated an emergency vote to rotate a compromised oracle — a bridge that connects real-world data to blockchain systems. According to members of the Lido DAO, an address belonging to the Chorus One oracle was compromised, and the Ether (ETH) balance associated with that oracle was drained in an incident still being investigated. Lido Finance emphasized that the issue is restricted to the Chorus One oracle and is not system-wide. The team also said the problem was not due to a coding problem in any particular blockchain oracle or software. Source: Lido Finance Chorus One added that the exploit was likely attributable to a hot wallet private key leak but is also setting up a …
    Ethereum to $10K 'can't be ruled out' as ETH price makes sharp gains vs. SOL, XRP
    Key takeaways: Ether has rebounded from key parabolic and triangle support levels, reviving the case for a $10,000 breakout. Historical fractals and RSI recovery mirror past pre-rally setups seen in 2016 and 2020. Altseason signals and strength against rivals like SOL and XRP boost Ethereum’s potential to outperform. Ether (ETH), Ethereum’s native token, has soared over 44% in just three days to surpass $2,600 on May 11, fueling fresh speculation of a run toward $10,000 in the coming months. A mix of fractal setups as well as Ether’s potential to outperform its top-ranking rivals, Bitcoin (BTC), Solana (SOL), and XRP (XRP), are serving as some catalysts behind the five-figure price prediction. ETH's “up band” target is around $10,000 Ether’s long-term price action continues to follow …
    AI agents are coming for DeFi — Wallets are the weakest link
    Opinion by: Sean Li, co-founder of Magic Labs Crypto markets run 24/7. Human traders don’t. As AI agents begin to manage liquidity, optimize yield, and execute trades at all hours, they’re quickly becoming essential infrastructure for decentralized finance’s (DeFi) future. While AI agents are evolving from niche tools for quant traders into mainstream financial operators, they’re rapidly outpacing the wallets meant to secure them.  Advancements in account abstraction and smart contract wallets have emerged, but most DeFi platforms still predominately rely on externally owned account wallets that require manual approvals at every step. Early-stage programmable solutions exist but remain fragmented, costly on layer-1 networks and adopted by only a tiny fraction of users. As AI agents increas…
    Bitcoin must close the week above this level to start 'price discovery 2'
    Key points: Bitcoin analysis identifies the all-important price point to hold into the weekly close as all-time highs loom. Liquidity is tightly clustered around current spot price, with $106,000 the likely next battleground. Some traders are expecting the bid to enter price discovery to fail. Bitcoin (BTC) preserved giant gains into the May 11 weekly close as analysis flagged the key level to hold next. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Analysis: BTC price can “kickstart the breakout process” Data from Cointelegraph Markets Pro and TradingView showed weekend upside volatility, delivering new multimonth highs of nearly $105,000. A lack of liquidity during “out of hours” trading contributed to the move, which once more came on the back of positive rumors over a US…
    Pectra lets hackers drain wallets with just an offchain signature
    Ethereum’s latest network upgrade, Pectra, introduced powerful new features aimed at improving scalability and smart account functionality — but it also opened a dangerous new attack vector that could allow hackers to drain funds from user wallets using only an offchain signature. Under the Pectra upgrade, which went live on May 7 at epoch 364032, attackers can exploit a new transaction type to take control of externally owned accounts (EOAs) without requiring the user to sign an onchain transaction. Arda Usman, a Solidity smart contract auditor, confirmed to Cointelegraph that “it becomes possible for an attacker to drain an EOA’s funds using only an offchain signed message (no direct onchain transaction signed by the user).” At the center of the risk is EIP-7702, a core component of the …
    8 major crypto firms announce US expansion this year
    Crypto services platform Nexo shared its plans to reenter the United States market on Monday, marking the eighth major crypto firm to announce such plans since US President Donald Trump took office at the start of the year. Firms like Circle, Binance and OKX are banking on favorable regulatory clarity in 2025 to herald their US expansion. Bills like the STABLE Act and the GENIUS Act are advancing in Congress, which, if implemented, will lay the groundwork for swift success. Trump and his family are actively involved in some of these planned expansions. Nexo’s recent announcement was backed by Donald Trump Jr., who said, “We see the opportunity for the financial sector and want to ensure we bring that back to the US.” Amid concerns of conflicts of interest and blatant token shilling by the …
    “Humans can tell when it’s a human” — Community mocks Worldcoin’s Orb Mini
    Worldcoin’s latest hardware, the Orb Mini, aimed at enabling portable human verification, has been met with ridicule across Crypto Twitter. Launched with the slogan “It goes where you go,” the device has instead triggered dystopian comparisons and widespread mockery for its unsettling implications and unclear use case. “The thing about humans is they can tell when a human is in front of them,” Alicia Katz from decentralized finance (DeFi) lending platform Euler Finance wrote on X. “When something is slightly off, they can experience the uncanny valley, an uncomfortable feeling similar to when your date tries to scan your eyeball,” she added. Another user quipped, “Is this so you can register your friends?” likening the device to a sci-fi prop rather than a serious identity solution. Source…
    Mobius Token smart contracts on BNB Chain exploited, $2.1M drained
    Hackers drained over $2.15 million from Mobius Token ($MBU) smart contracts on the BNB Chain in a targeted exploit detected early May 11, according to security firm Cyvers Alerts. The attacker deployed the contract from address 0xb32a53... at 07:31:38 UTC and initiated the exploit at 07:33:56 UTC, draining funds from the victim wallet 0xb5252f... Cyvers confirmed to Cointelegraph that the attacker used contract 0x631adf... to execute a series of malicious transactions. The smart contract drained 28.5 million MBU tokens and converted them into stablecoins, resulting in a net loss of $2,152,219.99 for the victim. In total, the attacker stole 28.5 million MBU tokens and converted them to $2.15 million worth of USDT. Cyvers labeled the exploit as “critical” and noted the attacker’s use of suspicious contract code and abnormal transaction patterns. The attacker’s wallet remains active and has retained the stolen funds as of publication. Mobius Token’s team has not yet released an official statement. “Two minutes prior to the exploit, our system identified a deployment of a malicious smart contract that eventually targeted the Mobius Token smart contracts,” Cyvers wrote on X. Source: Cyvers Alerts Related: Bybit hacker launders 100% of stolen $1.4B crypto in 10 days Crypto losses near $360 million in April  In April 2025, blockchain security firm PeckShield reported that the space saw nearly $360 million in digital assets stolen across 18 hacking incidents.  April’s losses show a 990% increase compared to March, when crypto lost to hacks totalled about $33 million. The largest chunk of the losses came from an unauthorized Bitcoin transfer.  On April 28, blockchain investigator ZachXBT flagged a suspicious transfer of $330 million in BTC. The investigator later confirmed that the transfer was a social engineering attack targeting an elderly individual in the United States.  Magazine: 12 minutes of nail-biting tension when Ethereum’s Pectra fork goes live
    Altseason is coming, 40% daily gains to become ‘new normal’ — Analyst
    Altcoin markets are flashing early signs of a breakout, with several analysts calling for a potential surge over the next few months. Crypto commentator Mister Crypto predicts the next 3 to 6 months could be “life-changing,” suggesting daily gains of up to 40% may soon become the norm. In a May 11 post on X, he pointed to a chart from BlockchainCenter.net that shows whether the crypto market favors Bitcoin (BTC) or altcoins. When the index is below 25, it’s considered “Bitcoin Season,” meaning Bitcoin is outperforming most altcoins. When it’s above 75, it’s “Altcoin Season,” meaning altcoins are doing better than Bitcoin. Currently, the chart shows a breakout from a downward trend just below the 29 mark, suggesting a possible shift away from Bitcoin dominance. This breakout hints that altc…
    Coinbase considered Saylor-like Bitcoin strategy before opting out: Bloomberg
    Coinbase CEO Brian Armstrong said his company had considered adopting a Bitcoin investment playbook like Michael Saylor’s Strategy on multiple occasions, but decided against it each time out of fear that it would kill the firm’s crypto exchange, Bloomberg reported. “There were definitely moments over the last 12 years where we thought, man, should we put 80% of our balance sheet into crypto — into Bitcoin specifically,” Armstrong revealed to Bloomberg in a May 9 video call. Armstrong said the Bitcoin (BTC) strategy could have risked the company’s cash position and potentially killed the crypto exchange. “We made a conscious choice about risk,” he added. Coinbase Chief Financial Officer Alesia Haas, who also attended the video call, added that the firm didn’t want to be seen as directly com…
    Ex-UFC champ Conor McGregor touts Irish Bitcoin reserve in presidential bid
    UFC fighter turned Irish political candidate Conor McGregor has endorsed the idea of building a Bitcoin reserve in his country to give more “power back to the people.” “Crypto in it's origin was founded to give power back to the people. An Irish Bitcoin strategic reserve will give power to the people’s money,” McGregor wrote to X on May 9. The former UFC champion said he would discuss his plans in more detail in an upcoming X spaces, prompting responses from some of the Bitcoin industry’s most prominent leaders. Source: Conor McGregor “We need the greatest minds for this BTC Reserve. Message me and lets chat on my space,” McGregor said in response to Bitcoiner and host of The Pomp Podcast, Anthony Pompliano. One of US President Donald Trump’s crypto advisors, David Bailey, also reached out…
  • Open

    From silicon to sentience: The legacy guiding AI’s next frontier and human cognitive migration
    As AI systems master tasks once uniquely human, we find ourselves on an accelerated journey to discover what truly lies beyond automation.  ( 10 min )
  • Open

    Bitcoin DeFi Security Improves as Rootstock Boosts Hashrate Share
    Rootstock is one of numerous projects looking to bring greater utility to Bitcoin by expanding the provision for DeFi with smart contracts.  ( 24 min )
    Bitcoin Challenges $105K on Positive Weekend Macro Headlines
    "Many things discussed, much agreed to," said President Trump of today's trade negotiations with China.  ( 24 min )
  • Open

    Alleged AMD Radeon RX 9060 XT Specs And Prices Revealed
    With Computex 2025 just around the corner, rumours about the AMD Radeon RX 9060 XT have increased in frequency. The most recent ones to spring from the chipmaker’s rusty pipes address the card’s alleged specifications and pricing. According to a couple of articles from Videocardz, an XFX 9060 XT will start from US$449 (~RM1,929) for […] The post Alleged AMD Radeon RX 9060 XT Specs And Prices Revealed appeared first on Lowyat.NET.  ( 15 min )
    Nintendo Updates User Agreement; Reserves The Right To Brick Your Switch Console
    Nintendo has quietly introduced sweeping changes to its user agreement, giving itself the right to permanently disable user accounts and consoles found to be engaging in hacking, piracy, or other unauthorised activities. First spotted by Game File, the new terms – effective on 7 May 2025 – mark the most substantial update to the agreement […] The post Nintendo Updates User Agreement; Reserves The Right To Brick Your Switch Console appeared first on Lowyat.NET.  ( 17 min )
    Lambretta Showcases Elettra Electric Scooter At MAS 2025
    Italian brand Lambretta is showcasing its fully electric scooter, the Elettra, for the Malaysian market at the ongoing Malaysia Auto Show (MAS 2025). The company has a long-standing history in Malaysia that dates back to the 1950s and 1960s, where it first gain popularity. Known for its distinctive design and retro appeal, Lambretta became a […] The post Lambretta Showcases Elettra Electric Scooter At MAS 2025 appeared first on Lowyat.NET.  ( 16 min )
    Samsung Confirms Gorilla Glass Ceramic 2 For Galaxy S25 Edge
    One of the many, many leaks regarding the upcoming Samsung Galaxy S25 Edge was that it would be using Corning Gorilla Glass Ceramic 2. It was notable due to the fact that the first Gorilla Glass Ceramic was released not too long ago. But it looks like this specific leak was accurate after all, as […] The post Samsung Confirms Gorilla Glass Ceramic 2 For Galaxy S25 Edge appeared first on Lowyat.NET.  ( 16 min )

  • Open

    The History and Legacy of Visual Basic
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    Observations from people watching
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    Show HN: LoopMix128 – Fast C PRNG (.46ns), 2^128 Period, BigCrush/PractRand Pass
    Comments  ( 9 min )
    Why the Apple II Didn't Support Lowercase Letters (2020)
    Comments  ( 7 min )
    Show HN: Xenolab – Rasp Pi monitor for my pet carnivourus plants
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    Has anyone coined the term “fast tech” yet?
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    Show HN: PLAttice, for assembling structures much larger than the 3D printer bed
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    Microsoft Teams will soon block screen capture during meetings
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    When graphic design saves lives
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    Pope Leo XIV: "AI poses new challenges re: human dignity, justice and labour"
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    AI AI is draining water from areas that need it most
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    Email Forwarding for Your Domain
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    Update turns Google Gemini into a prude, breaking apps for trauma survivors
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    Even Tesla's Insurance Arm Is Getting Wrecked
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    For $595, you get what nobody else can give you for twice the price (1982) [pdf]
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    Weave (YC W25) is hiring a founding engineer
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    Unique Games Conjecture
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    Reverse engineering the 386 processor's prefetch queue circuitry
    Comments  ( 31 min )
    Sam Altman Wants Your Eyeball
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    'We Currently Have No Container Ships,' Seattle Port Says
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    'It cannot provide nuance': UK experts warn AI therapy chatbots are not safe
    Comments  ( 15 min )
    Lead Bullets (2011)
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    Ancient humans used sunscreen to survive a deadly magnetic pole shift
    Comments  ( 16 min )
    Farewell to Lee Gold's Alarums and Excursions
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    Comparison of C/POSIX standard library implementations for Linux
    Comments  ( 9 min )
    Show HN: Code Claude Code
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    A Critical Look at MCP
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    US vs. Google Amicus Curiae Brief of Y Combinator in Support of Plaintiffs [pdf]
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    The Battle to Bottle Palm Wine
    Comments  ( 24 min )
    Interferometer Device Sees Text from a Mile Away
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    Show HN: Mycelium
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    Why GADTs matter for performance (2015)
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    Failed Soviet Venus lander Kosmos 482 crashes to Earth after 53 years in orbit
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    Coffee for people who don't like coffee
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    Interagency Grizzly Bear Committee
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    Membrane, Media Framework for Elixir
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    Ash Framework – Model your domain, derive the rest
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    People Who Hype Cursor Usually Lack Technical Skills
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    There's a national egg crisis, and one company is making a lot of money
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    Garbage Collection of Object Storage at Scale
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    React Three Ecosystem
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    Henry James's family tried to keep him in the closet (2016)
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    The Cult of Doing Business
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    3D printing in vivo for non-surgical implants and drug delivery
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    Industry groups are not happy about the imminent demise of Energy Star
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    Radxa Orion O6 brings Arm to the midrange PC (with caveats)
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    LTXVideo 13B AI video generation
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    Simplifying the Ethereum Layer 1
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    The Fallacy of Techno-Feudalism
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    Embracer Games Archive is preserving 75000 video games and needs contributions
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    Intel: Winning and Losing
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    A tool to verify estimates, II: a flexible proof assistant
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    Policy of Transience
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    A Typical Workday at a Japanese Hardware Tool Store [video]
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    Ash (Almquist Shell) Variants
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    EM-LLM: Human-Inspired Episodic Memory for Infinite Context LLMs
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    The Elite Microsoft Unit Constantly Working to Thwart Hackers
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    Slow Software for a Burning World
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  • Open

    Why All The Fuss About Attorney Lawyer Mesothelioma?
    Understanding Mesothelioma: The Role of Attorneys in Securing Justice Mesothelioma is a highly aggressive and unusual kind of cancer mainly caused by direct exposure to asbestos. This disease impacts countless individuals and families every year, leading to dire repercussions both physically and emotionally. As patients browse the intricacies of medical diagnosis and treatment, lots of discover themselves facing another considerable obstacle - seeking justice for the injustice triggered by asbestos direct exposure. This is where attorneys focusing on mesothelioma claims play a crucial role. The length of time do I have to submit a mesothelioma claim?Each state has a statute of constraints for filing claims, which usually vary from one to three years from medical diagnosis or death. It's c…  ( 6 min )
    HarmonyOS NEXT Development Case: Reversi (Othello)
    [Introduction] Reversi, also known as Othello or Anti reversi, is a popular strategy game in Western countries and Japan. Players take turns placing disks to flip their opponent's pieces, with the winner determined by who has more disks on the board at game end. While its rules are simple enough to learn in minutes, the game offers deep strategic complexity that can take a lifetime to master. [Environment Setup] OS: Windows 10 Board Initialization: Creates an 8×8 grid with four initial disks placed according to standard Reversi rules. Valid Move Detection Algorithm The findReversible method checks all 8 directions for flippable disks: findReversible(row: number, col: number, color: number): ChessCell[] { let reversibleTiles: ChessCell[] = []; const directions = [ /* 8 directions */ ]; …  ( 8 min )
    Creating an FAQ Page Without JavaScript
    Version 1.8 of WebForms Core technology is coming soon. In this version we will be able to access the requester tag. Using the Dollar sign $) character we can specify the requester tag. In this tutorial, we'll teach you how to build a dynamic FAQ page using the new requester tag feature. WebForms Core enables server-driven interactions that manipulate the DOM without requiring manually written JavaScript. The framework handles the client-side behavior through structured server responses, making development more streamlined and maintainable. CodeBehind framework Below, we break down the process into two parts: the HTML (View) and the Controller code. Enjoy this enhanced walkthrough on creating an FAQ page without writing manual JavaScript! This HTML page defines your FAQ section. Notice t…  ( 6 min )
    How to Implement a Nested Search-Select Component in JavaScript
    Introduction In modern web applications, providing users with an efficient way to select options from a large dataset is crucial. One effective method to achieve this is through a nested search-select component. In this article, we’ll take a deep dive into how to implement such a component using JavaScript in conjunction with frameworks like Livewire and Laravel. We’ll explore the component's structure, functionality, and address common issues such as handling selections and refreshing the component without a full-page reload. Understanding the Components of a Search-Select What is a Search-Select Component? A search-select component allows users to search through a dropdown list of items as they type into an input field. This type of component enhances user experience by making it easier …  ( 5 min )
    🦆 Quack Docs — AI-Powered Code Documentation From Your CLI
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line Hey devs! 👋 Quack Docs — a command-line tool that generates full documentation for your code using the power of the Amazon Q Developer CLI. No chunking, no partials — just clean, complete docs with a single command. 📦 Source Code: GitHub Repository Built With: Python and Amazon Q Developer CLI 💡 The Idea 🤖 How It Works 🚀 Getting Started 🧪 Usage ✨ Why You'll Love It 🔭 What’s Next 🧠 Final Thoughts Let’s be honest: writing documentation isn't most developers’ idea of fun. what if you could skip the boring part and instantly generate beautiful, structured docs right from your terminal? Quack Docs was born to solve just that. 📄 Generates Markdown documentation for your code files. 🧠 …  ( 5 min )
    C4 Modelizer – draw your C4 architecture in minutes!
    An open‑source React/TypeScript tool for creating, exploring, and sharing C4 diagrams (Context → Containers → Components → Code). https://github.com/archivisio/c4_modelizer The four layers of the C4 model often live in different places—one draw.io file here, a README.md there. C4 Modelizer brings everything together in one typed JSON source of truth. Add, move, and connect your building blocks, and the tool automatically keeps every view in sync. Category Details Diagrams System ↔ Container ↔ Component ↔ Code Editing Drag‑and‑drop canvas, contextual palette, rename via side panel Relationships Dependencies across any levels, animated arrows, labels + tech annotations Cross‑connections Link items across different levels without leaving the canvas Import/Export Versioned JSON, copy‑paste between instances UX Dark theme, i18n, MUI accessibility (Yes, even the Code level—with an embedded Prism editor!) React 19 + Vite → blazing‑fast HMR @xyflow/react → interactive canvas Material UI → consistent, accessible look‑and‑feel Zustand persist → local storage for your models Cypress + Jest → confidence on every pull request docker pull archivisio/c4_modelizer:latest docker run -p 8080:80 archivisio/c4_modelizer:latest # Open http://localhost:8080 Prefer hacking it locally? git clone https://github.com/archivisio/c4_modelizer.git cd c4_modelizer && npm install && npm run dev 🖼️ PNG/SVG export of your diagrams 🧜 Mermaid export for your CI/CD pipelines and docs Drop a ⭐ on the repo → https://github.com/archivisio/c4_modelizer Happy mapping!  ( 3 min )
    Declarative FullStack: Shifting Backend Ownership to the Frontend
    Abstract Introduction The conventional model of web application development separates frontend and backend responsibilities into different teams, skillsets, and codebases. Frontend developers manage UI and client-side logic, while backend developers handle server-side processing, API creation, data storage, and security enforcement. However, this division can lead to longer development cycles, coordination challenges, and duplicated logic across layers. A new paradigm is emerging—one in which frontend developers can declaratively define backend logic using frontend tools and syntax. This shift is enabled by modern platforms that offer serverless scalability, secure permission management, and efficient request/response handling under the hood. This approach doesn't eliminate the need for ba…  ( 5 min )
    What is the Difference Between UDF and Vector UDF in Spark 3?
    Introduction to UDF and Vector UDF in Spark 3 In Spark 3, the advent of vectorized UDFs (User Defined Functions) has created a significant advancement in how operations on DataFrames can be efficiently executed. Understanding the differences between traditional UDFs and the newer vectorized UDFs is crucial for optimizing performance in big data processing. What are User Defined Functions (UDFs)? Traditional UDFs User Defined Functions, commonly referred to as UDFs, are functions written by users to extend the functionality of Spark. They allow you to perform custom operations on DataFrames and Datasets. For example, if you want to apply a complex transformation that is not available out-of-the-box in Spark, a UDF can be created in languages like Scala or Python. How Traditional UDFs Work T…  ( 5 min )
    What is character. AI?
    Character.ai (also known as c.ai or Character AI) is a neural language model chatbot service that can generate human-like text responses and participate in contextual conversation. Constructed by previous developers of Google's LaMDA, Noam Shazeer and Daniel de Freitas, the beta model was made available to use by the public in September 2022.[2][3] The beta model has since been retired on September 24, 2024, and can no longer be used.[4] Users can create "characters", craft their "personalities", set specific parameters, and then publish them to the community for others to chat with.[5] Many characters are based on fictional media sources or celebrities, while others are completely original, some being made with certain goals in mind, such as assisting with creative writing, or playing a …  ( 3 min )
    Spring Cloud: Open Source Business Model, Funding, and Community
    Abstract This post explores the innovations behind Spring Cloud, focusing on its open source business model, funding mechanisms, and vibrant community. We examine how the Apache 2.0 licensing, corporate support from VMware, and active community contributions create a sustainable ecosystem. Additionally, we delve into the technical features of Spring Cloud, how it revolutionizes distributed Java systems, detailed use cases, and future challenges and innovations. Finally, we highlight related resources and provide structured data and helpful links to guide further exploration. Spring Cloud is a leading framework that simplifies building distributed systems in Java. By integrating service discovery, configuration management, load balancing, and more, Spring Cloud creates an ecosystem that b…  ( 8 min )
    Arquitetura em Camadas
    1 Introdução A comunicação e coesão entre desenvolvedores muitas vezes são as partes mais complicadas durante a construção de um software. Desde o começo da tecnologia da informação, arquiteturas e processos são adotados e criados afim de garantir um padrão de engenharia. Com o passar do tempo a complexidade dos sistemas crescem, com a modernidade atingindo resultados nunca antes visto. Este artigo visa explicar o conceito de um dos diversos tipos de arquiteturas adotadas, explicando sua eficiência e proposito. 2 Conceito de Padrão de Arquitetura Uma lógica simples de lidar com tarefas complexa, é dividir o trabalho em equipes claro. Quando bem organizada, é desejado um resultado eficiente, sendo facilmente escalável. Segundo Sommerville, 2010, p.108) Continuando a ideia de (Galloti, 201…  ( 5 min )
    Algorithm Complexity Analysis PART I - Big O
    Overview This is part of an article series on Algorithm Complexity Analysis. In Part I, we cover key topics related to Big O notation. What is Big O? What does Asymptotic and Asymptotic Notation mean? 1. Constant Time - O(1) 2. Linear Time - O(n) 3. Quadratic Time - O(n^2) 1. Constant Space - O(1) 2. Linear Space - O(n) 3. Quadratic Space - O(n^2) Determining the Complexity of a Recursive Algorithm Big-O Complexity Chart 1. Worst Case 2. Drop Constants 3. Different Inputs => Different Variables 4. Drop Non-Dominant Terms Why do we consider exchanging space complexity in favor of time complexity worth it? Pros of Big O Cons of Big O References Problems with measuring time and space by just running the algorithm: Results vary across different computers. Background processes and daemon…  ( 9 min )
    How to Manage Departments and Users in C# EF Core
    Introduction When working with Entity Framework Core (EF Core) in C#, managing relationships between entities is crucial. In this scenario, we have a case where a department can have multiple users, and when a user is assigned a new department, we need to ensure the previous department is deleted if it has no users left. This is a common requirement in applications that handle organizational structures. Why the Department Query Might Not Reflect Updates In your situation, you are attempting to update a user's department and then immediately check if the previous department has users left. You notice that even though the update reflects in the database, the department load returns stale data. This issue can arise due to EF Core’s change tracking behavior and how it interacts with the databa…  ( 5 min )
    How to Use Libuv In Your Zig Project
    Libuv describes itself as a multi-platform support library with a focus on asynchronous I/O. It is widely used in many web servers (e.g., Kestrel) and runtimes such as Node.js and Python (via uvloop). As of Zig 0.14.0, there is no native async I/O, so you must work directly with threads or create your own async API using OS primitives like epoll or kqueue. In many cases, you would likely choose a cross-platform library rather than implementing your own async API. That’s where using libuv, libevent, or libxev (written in Zig) becomes useful. This guide will show you how to use libuv from your Zig project. I’ll start with a basic Zig project to demonstrate how this works. It will be a simple app that runs some timers. We’re going to use the package from github.com/allyourcodebase/libuv to bu…  ( 5 min )
    When cert-manager meets Essendi XC
    After a year of running in production, I'm ready to publish the first public release of the cert-manager issuer for the Essendi XC certificate management tool. Essendi XC is a platform focused on managing the lifecycle of digital certificates within organizations. It centralizes tasks like issuing, renewing, and revoking certificates, supporting integration with various certificate authorities and existing IT systems. The platform is designed to reduce manual work and help prevent certificate-related outages by automating routine processes. Its interface and APIs allow for easy monitoring and reporting of certificate status. Essendi XC is commonly used in environments where certificate sprawl and compliance are concerns. The cert-manager operator is an extension for Kubernetes that automa…  ( 6 min )
    Real-time Deepfakes: what if "seeing is believing" no longer means anything?
    An open-source project called Deep-Live-Cam is gaining traction on GitHub — and for good reason. With just a single still image, it can mimic anyone’s face in a live video call. In real-time. Running locally. No cloud required. The implication is clear: you can no longer trust a video call at face value. So here’s the question: how do we verify identity in a world where faces can be forged on demand? While many react with fear or disbelief, I see only one viable answer: digital signatures. For years, I’ve been saying: we should encrypt everything — files, messages, infrastructure. But now, that’s not enough. We need to start signing everything. Digital signatures ensure authenticity. They prove that something really came from who claims to have sent it and hasn’t been tampered with. We already sign emails, source code, and software packages. Why not apply the same principle to real-time streams? Imagine a video call cryptographically signed with the speaker’s GPG key. Even if the face looks convincing, if the signature doesn’t verify, you know something’s off. I sign every HTML page on my personal website with my GPG key. Not because I’m paranoid — but because I believe security should be a mindset. Don’t trust. Verify.  ( 3 min )
    How to Update a Progress Bar in MantineReactTable using WebSocket?
    Introduction In modern web applications, displaying real-time data is crucial, especially for user engagement. In this article, we'll explore how to effectively update a progress bar within a table using the MantineReactTable component in a React application. The focus is on integrating WebSockets to receive progress updates without causing unnecessary re-renders. Understanding the Challenge You might be facing an issue where your progress bar component does not rerender despite the state updates from useState. This can be confusing, especially when the console confirms that the state is updating. The problem often resides in how Reac's reconciliation process manages component updates and how state is propagated to child components. Setting Up the WebSocket Connection To facilitate real-ti…  ( 5 min )
    Day 2 - Get Registered Users/ Logged-in User
    LoopaApp Day 2 of building Loopa, my messaging + project management app. Fetched and displayed all registered users on the dashboard. Highlighted the current logged-in user. It’s pretty basic UI for now, but it’s functional. Feels great to see the pieces coming together. Build the chat interface. Connect real-time messaging (still deciding between AJAX polling and WebSockets). Sticking to the May 30 MVP deadline. Let’s see how far I can take this.  ( 3 min )
    What is Spring Security? Understanding Its Open Source Funding, Business Model, and Community Engagement
    Abstract: This post delves into the intricacies of Spring Security—one of the leading Java security frameworks. We explore its evolution with an open source funding model, robust corporate support (notably from VMware), transparent licensing under Apache 2.0, and a thriving community. We also discuss practical use cases, inherent challenges, and innovative trends shaping its future. By comparing Spring Security with emerging technological approaches and innovative funding strategies (including blockchain-based models), we offer technical insights and strategic perspectives for developers, enterprises, and open source advocates alike. Spring Security is a critical component for securing enterprise Java applications. Together with the trusted Spring Framework, it has evolved as a state-of-t…  ( 8 min )
    Zero-Downtime Go Module Updates Using AI and CLI Automation
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line I built a CLI tool in Go that automates safe dependency upgrades in Go projects using Amazon Q Developer. The tool addresses the common pain point of manually updating dependencies, which is often error-prone and time-consuming due to compatibility issues. Here's what it does: Auto-scans Go projects for outdated dependencies Uses Amazon Q to generate AI-powered compatibility reports Predicts potential code conflicts before upgrading Automatically applies safe upgrades, runs tests, and opens a GitHub PR The tool streamlines the entire upgrade pipeline while integrating AI-powered risk analysis before making any changes — something that's often missing in conventional dependency managers Demo Flow: Run the CLI: ./q-dep-updater -path=~/dev/myproject -repo=me/myproject See predicted conflicts before upgrades PR automatically created once tests pass 🔗 GitHub Repository – cli-rules Amazon Q Developer was the intelligence behind this tool. I used the q chat CLI interface to: Scan the project and extract outdated dependencies in structured JSON Predict compatibility conflicts based on code patterns and version diffs Generate a compatibility report with AI-based suggestions for refactoring By integrating Amazon Q directly into the upgrade workflow, I was able to: Detect breaking changes before installation Avoid unnecessary manual debugging Ensure only conflict-free upgrades move forward Tip: I found Amazon Q Developer's ability to contextualize Go code very effective when fed with detailed prompts about version differences. Using structured output like JSON made it easy to integrate with the CLI logic.  ( 3 min )
    How to Fix Flutter SDK Version Compatibility Issues?
    Introduction Are you encountering SDK version compatibility issues while running your Flutter app in Android Studio? You’re not alone! Developers often face these challenges, especially when dealing with mismatched SDK tools and Java versions. The specific error message you have encountered indicates a version conflict between your Android Studio tools and the SDK XML files. Don’t worry; I’m here to help you resolve this! Understanding the Issue The warning message you received, "Warning: SDK processing. This version only understands SDK XML versions up to 3 but an SDK XML file of version 4 was encountered", typically indicates that the version of your Android Studio does not support features from the SDK XML file you are using. This mismatch can happen when you have multiple versions of c…  ( 4 min )
    What is Apache POI? A Deep Dive into Open Source Business Models, Funding, and Community Innovation
    Abstract: This post explores Apache POI, a leading Java library for manipulating Microsoft Office file formats, and delves into its open source business model, sustainable funding mechanisms, licensing benefits, and the vibrant community that powers its evolution. We discuss the history and core concepts behind Apache POI, share practical use cases, and examine challenges and future innovations in open source funding. Along the way, we uncover how the Apache 2.0 license, community governance, and corporate sponsorship synergize to empower this project and provide a blueprint for other open source initiatives. Apache POI is more than just a Java library—it is a symbol of collaborative innovation in the open source world. Developed under the stewardship of the Apache Software Foundation, Ap…  ( 9 min )
    5 Ways to Convert IPYNB to PDF for Data Scientists and Students
    Jupyter Notebooks (.ipynb files) are a staple for data scientists, students, and researchers, offering a dynamic environment for coding, visualizing data, and documenting workflows. However, sharing these notebooks with non-technical audiences or submitting them for academic or professional purposes often requires converting them to a universal format like PDF. In this article, we'll explore five effective methods to convert IPYNB files to PDF, ensuring your work is portable, professional, and accessible. Online converters are a go-to for quick, hassle-free conversions without installing software. These tools are perfect for students or data scientists working on shared or temporary devices. A standout option is Rare2PDF, which offers fast, secure, and free IPYNB-to-PDF conversion while pr…  ( 5 min )
    Automate Your GitHub README with Custom SVG Metrics and GitHub Actions
    Do you want your GitHub profile to update itself with your latest stats, contributions, and language usage — and actually look good doing it? This tutorial shows you how to create a fully automated GitHub profile README using GitHub Metrics with custom SVGs and GitHub Actions. A SVG image with your GitHub stats (commits, PRs, languages, etc.) A README.md that displays those stats beautifully A GitHub Action that runs daily, no manual updates Fully customizable layout, colors, and metrics If you don’t already have one: git init yourusername cd yourusername touch README.md git remote add origin git@github.com:yourusername/yourusername.git Go to lowlighter/metrics. Create a workflow file at .github/workflows/metrics.yml and paste the following: name: Metrics on: schedule: [{cron: "0 0 * * …  ( 4 min )
    What is Lombok? Unpacking the Open Source Business Model, Funding Strategies, and Community Impact
    Abstract This post dives deep into Project Lombok—a popular Java library that reduces boilerplate code using smart annotations—and explores its innovative open source business model. We examine Lombok’s origins, its reliance on community funding under the MIT License, and its transparent governance model driven by volunteer contributions. Along with a detailed discussion on challenges, opportunities, and future innovations, we also compare Lombok’s approach with other funding methods, including token-based models. With practical examples, tables, and bullet lists, this article serves as a comprehensive guide for developers, enterprises, and open source enthusiasts seeking sustainable and transparent software development models. Project Lombok has become synonymous with efficient Java cod…  ( 8 min )
    BankNifty Algorithmic Trading System: Powered by Amazon Q Developer
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities For this challenge, I developed a BankNifty Algorithmic Trading System—a robust, end-to-end platform that automates options trading. The system is built using Django as the backend framework and leverages SmartAPI for real-time trading operations. It’s fully containerized using Docker, ensuring seamless deployment across environments. What sets this project apart is the deep integration of Amazon Q CLI, which played a pivotal role throughout development—not merely as a code assistant, but as a full-fledged engineering partner. From initial architecture to performance optimization, Amazon Q helped shape every core component of this system. A Django web interface for configuring trading pa…  ( 4 min )
    [Boost]
    Mastering HTML, CSS & JavaScript: A Web Developer’s Roadmap CodeWithDhanian ・ May 8 #html #css #javascript #webdev  ( 2 min )
    GitLab CI vs. GitHub Actions: Which CI/CD Giant Fits Your Workflow? 🚀
    Hey there, developer! 👋 Let’s tackle a question that’s sparked endless debates in Slack channels and coffee breaks: “Should I use GitLab CI or GitHub Actions?” Both tools promise to automate your pipelines, but choosing the right one can feel like picking between espresso and cold brew—both are great, but your choice depends on your taste (and workflow!). Let’s break down these CI/CD titans so you can spend less time waffling and more time shipping code. ☕ Round 1: The Basics GitLab CI Built into GitLab: A full DevOps suite (repos, CI/CD, security, monitoring). Self-Hosted Option: Run pipelines on your own infrastructure. YAML Configuration: Define jobs in .gitlab-ci.yml. GitHub Actions Native to GitHub: Tightly integrated with GitHub repos and Marke…  ( 5 min )
    Solving "SDK 'Microsoft.NET.Sdk' Not Found" Error in Visual Studio
    If you're learning C# or .NET development, you might encounter this frustrating error: One or more errors were encountered while creating project ConsoleApp3. The generated project content may be incomplete. The SDK 'Microsoft.NET.Sdk' specified could not be found. I faced exactly this issue during my early days learning C#. After multiple attempts, I finally found a solution that worked reliably for me: The root cause appears to be that the official .NET SDK installer sometimes doesn't correctly set up the SDK on your system. Even after installation, the command dotnet --list-sdks might return an empty list, which indicates the SDK isn't properly recognized by your system. Here's what worked for me: Download the Binaries Manually: Go to the official .NET SDK downloads page. Instead of downloading the installer, choose the "Binaries" option. This will give you a .zip file containing the SDK files directly. Extract and Copy Files: Extract the downloaded .zip file to a temporary location. Replace SDK Contents: Navigate to: C:\Program Files (x86)\dotnet\ Delete or back up existing contents, then paste the newly extracted SDK binaries into this folder. Verify Installation: Open a new Command Prompt or PowerShell window and run: dotnet --info You should now see details about the SDK and runtime versions installed. This solution manually ensures that the SDK files are correctly placed and recognised by your system, bypassing the potential issues caused by the automated installer. If you're still experiencing issues after following these steps, consider checking your environment variables to ensure C:\Program Files (x86)\dotnet\ is correctly listed in your system PATH. I hope this guide helps anyone stuck with this annoying issue! If you find additional solutions or improvements, please share them—I'm still learning and would love to hear from you.  ( 3 min )
    🕵️‍♂️ I Made a Python Script That Spies on My Own Internet Behavior
    Take this as an GIFT 🎁: Build a Hyper-Simple Website and Charge $500+ And this: Launch Your First Downloadable in a Week (Without an Audience) GET A 50% DISCOUNT—EXCLUSIVELY AVAILABLE HERE! It costs less than your daily coffee. And the Ultimate Vault - 🔥 113 Dev Products, 1 Download: Everything You Need to Learn, Build, and Launch Projects That Sell — Only 50 Downloads available. I wanted to learn something new in Python… “What if I built something that watches me? Like, actually tracks my digital habits, not to judge—but to inform me how weird I really am online.” So I did. I made a Python script that: Tracks which websites I visit Logs my mouse activity Records how much I type vs scroll And sends me a creepy daily summary at 10PM that says: “Hey, you spent 2.3 hours on Twitt…  ( 7 min )
    How to Call gRPC Methods Dynamically in Go
    gRPC (Google Remote Procedure Call) is a high-performance, open-source framework for making remote procedure calls. Unlike traditional REST APIs that use HTTP/1.1 and JSON, gRPC leverages HTTP/2 and Protocol Buffers for more efficient communication between distributed systems. This modern approach offers significant advantages in terms of performance, type safety, and code generation capabilities. When working with gRPC, you need to understand the fundamental components and workflow that differentiate it from other API communication methods. The process begins with defining your service interface using Protocol Buffers (protobuf) in a proto file, which serves as a contract between client and server. This definition is then compiled into language-specific code that handles all the underlyin…  ( 5 min )
    Hello there! I am new to the digital space and I want to learn as much as I can in web development and web designing. Any guidance, please? I would highly appreciate it. (chatgpt told me to do this) :)
    A post by Jo-Mare Cloete  ( 3 min )
    🧠 I Wrote JavaScript That Edits Itself — Here's How (and Why)
    🎁 Kickstart Your Next Big Project with These GitHub GIFTS 🎁 🚀 300+ Open Source LLM Projects You Can Clone, Learn, or Monetize. 🎁 🔥 200+ Python Projects from Hacker News — GITHUB Bundle for Builders 👉 Perfect for indie hackers, developers, and solopreneurs looking for actionable repositories you can turn into products, experiments, or profitable tools. A week ago, I did something slightly unhinged: reads, modifies, and rewrites itself while it's running. Not some weird meta joke — I mean the actual .js file mutates its own content based on how it's used. And yes... it works. I was tired of manually tracking how often certain functions were used. I could’ve used telemetry, logging, whatever. But I thought: "What if the code just kept track of itself — in itself?" Imagine a function…  ( 6 min )
    Why does Bash not continue to the next iteration as expected?
    Introduction Have you ever faced an unexpected behavior in your Bash scripts, particularly regarding loops? In this article, we will delve into a common issue with the continue statement in Bash, as illustrated by your provided script. You're correct in observing that the continue statement should skip the remaining commands in the loop and jump to the next iteration. So, why isn’t it working as expected in your case? Understanding the Issue The primary reason the continue statement may not be functioning as you expected lies in the structure of your loop and the way Bash interprets commands. A common mistake is how command substitutions and pipes are handled in Bash scripts. When you use a pipe (|), the commands are run in separate subshells. This means the continue statement is scoped to…  ( 4 min )
    How Angular Schematics Help Developers Scale Architecture and Team Efficiency
    As software engineers, our job isn't just writing features or fixing bugs. We're responsible for improving the processes around software and help teams move faster, safer, and more consistently. That means asking questions like: Can we reduce repetitive tasks? Can we encode best practices so new team members don't guess? Can we lower the mental load of starting new features? For Angular projects, Schematics is one of the best tools to operationalize these improvements. It lets you automate architecture, encode standards, and enforce patterns. A schematic in Angular is a set of instructions that tells the Angular CLI how to generate or transform code. Think of it as a script that can: Create new files using templates. Update existing code (e.g. add a component to a module). Enforce consiste…  ( 4 min )
    Upgrade to Django 5 with psycopg3
    Why Psycopg3 1. No upcoming features for psycopg2 Psycopg2 is not expected to receive new features anymore From psycopg2 Pypi description: The psycopg2 package is still widely used and actively maintained, but it is not expected to receive new features. Psycopg 3 is the evolution of psycopg2 and is where new features are being developed: if you are starting a new project you should probably start from 3! Psycopg3, being the successor of psycopg3, presents a familiar interface for everyone who has used Psycopg 2 or any other DB-API 2.0 database adapter, but allows to use more modern PostgreSQL and Python features.(cite) Django starts to support psycopg3 in Django 4.2. And Django 5.1 also introduces connection pooling with psycopg3, that gives us the incentive to upgrade bot…  ( 5 min )
    I Built an AI Platform That Lets You Create Your Digital Twin — Here's How It Works
    Hi devs — I recently launched a platform called aimodeling.me, and I’d love to share what it does, how it works, and why I built it. In short, it lets you create a realistic AI model of yourself — your own "digital twin" — from just a few selfies. After that, you can generate endless photorealistic images of you in any scenario, outfit, or setting you can describe. We’re all used to AI image generators now, but most of them produce generic faces or imaginary people. I thought: what if we flipped that? What if you could put yourself in those scenes? Professional photoshoots are expensive, awkward, and static. I wanted a way to generate high-quality, personalized photos for myself (for social media, bios, content creation, etc.) without constantly needing to step in front of a camera. So I b…  ( 4 min )
    What is Jackson? The Open Source Business Model, Funding, and Community – A Deep Dive
    Abstract: This post provides an in‐depth exploration of Jackson – the popular high-performance JSON processing library for Java – and its innovative open source business model. We cover its evolution, funding mechanisms, licensing under Apache 2.0, and community contributions. Readers will discover the background, key features, practical applications, challenges, and an outlook on future innovations. The discussion also draws parallels with similar projects and emphasizes sustainable funding strategies, illustrated through tables and bullet lists for clarity. Jackson has emerged as one of the most versatile JSON processing libraries in Java. Developed and maintained by the FasterXML team, it not only excels in performance but also leads the way in integrating community-driven development …  ( 8 min )
    209/365 | ¥10M Job Challenge - Tied Down in Japan
    Working in Japan under the constraints of a work visa means there’s really not much you can do besides your day job. About the only other option is saving money and investing through NISA... Even if your company allows side jobs, you still need to apply for “Permission to Engage in Activity Other Than That Permitted Under the Status of Residence,” and possibly register and communicate with the authorities. Just thinking about all that paperwork makes me not want to bother. After all, the main goal is to build a life where I can live long-term in a place I truly want to be — for me, that’s Japan. So in reality, my daily life basically revolves around working and studying to prepare for a career move. I won’t deny that this kind of routine gets a bit dull over time. I just want a little more freedom, especially since both language learning and job hunting take so much time. Anyway, I need to hit my goal as soon as possible so I can finally enjoy the freedom I want in Japan!  ( 3 min )
    How can I persist macOS Accessibility API permissions in Swift?
    Introduction Building a window manager using the Accessibility API on macOS can be a complex yet rewarding task. If you find yourself regranting accessibility permissions after each code change, you're not alone in facing this laborious issue. It's essential to streamline the development process while ensuring your app maintains the necessary permissions to function correctly. In this article, we will explore how to persist these permissions between builds, avoiding the hassle of manual granting for each iteration of development. Understanding macOS Accessibility Permissions The Accessibility API allows applications to control and interact with other apps by ensuring the necessary permissions are granted by the user. However, every time you modify your application, especially when debuggin…  ( 5 min )
    Web MIDI API for Musical Instrument Interaction
    Web MIDI API: An In-Depth Technical Exploration of Musical Instrument Interaction Table of Contents Historical and Technical Context Understanding the Web MIDI API Core Concepts and Terminology Getting Started: Basic Setup Advanced Scenarios and Code Examples Performance Considerations and Optimization Strategies Pitfalls and Advanced Debugging Techniques Real-World Use Cases Comparison with Alternative Approaches Conclusion Further Resources and References The MIDI (Musical Instrument Digital Interface) protocol was established in the early 1980s, allowing electronic musical instruments and computers to communicate. Initially developed for hardware devices, its principles laid the groundwork for modern digital audio workstations and software synthesizers. The evolution of we…  ( 6 min )
    Web is still too complex for autonomous AI agents
    AI and automation are currently the hottest trends in tech. Everyone - from solo developers to the largest corporations - is racing to release new tools designed to crush competitors. Startups are popping up faster than ever before, trying to implement AI in practically every sector. One particularly interesting area is web/browser automation. Almost everyone has tasks they repeat daily in the browser: searching through endless information, online shopping, trading, and more. Often, timing is crucial - acting quickly can mean buying something at a bargain, gaining a new client, or staying ahead of competitors. Being first frequently determines success; after all, nobody listens to news reported a day late. Let's talk about time - we all have the same limited 24 hours. Work shouldn't consum…  ( 5 min )
    Clean Code Naming: A Senior Developer’s Code Review Checklist
    Getting the names in your code right is crucial — it makes your code easier to read, maintain, and debug. But honestly, it’s not always obvious what makes a name good or bad, especially when you’re reviewing someone else’s code. In this post, I’ll share my mental checklist for reviewing names during code reviews. It’s based on principles from Clean Code book, but expressed in a straightforward, practical way so you can start applying it today. The name should make the purpose of the variable, function, or class obvious. It should not require you to dig through the code or run around to figure it out. Be descriptive to provide enough context if it helps clarify the intent. Avoid vague or overly broad names. // Problematic List data; // what kind of data? Better: Clear purpose List…  ( 4 min )
    My Summer of Bitcoin 2025 Journey: Building, Simulating, and Securing Bitcoin Protocols
    Author: Anshuman Ojha Email: anshumanojha91@gmail.com GitHub: H-ario-m LinkedIn: Anshuman Ojha I participated in the Summer of Bitcoin 2025 program, where I explored Bitcoin deeply at the protocol level. The experience was hands-on, rigorous, and focused on both Bitcoin Core and Lightning Network internals. I contributed to two distinct projects: Improving the fee estimation model in LND’s Sweeper subsystem. Fixing a critical key handover exploit in the Coinswap protocol. Through the bootcamp and these contributions, I developed technical skills in Bitcoin scripting, descriptor parsing, multisig construction, mempool validation, fee dynamics, and protocol security. Goal: Interact with Bitcoin Core RPC, send a transaction with a payment and OP_RETURN. Technical Approach: Launched a Bitcoin …  ( 6 min )
    Recursion in SQL: Unlocking Trees and Graphs with Recursive CTEs
    "When your data forms a tree, SQL recursion lets you climb it — level by level, branch by branch." Hierarchical data is everywhere: categories, organization charts, dependencies, and more. But handling recursive relationships in SQL can feel intimidating — until you meet recursive CTEs. In this article, you’ll learn how to: Model a self-referencing table (e.g., Employees with ManagerID) Build a recursive Common Table Expression (CTE) Control recursion depth Format trees using depth indicators or breadcrumbs Optimize performance for hierarchy traversal Let’s explore with a real-world use case: building an organizational chart. We’ll use a single table to model an org chart: CREATE TABLE Employees ( ID INT PRIMARY KEY, Name TEXT, ManagerID INT -- self-referencing foreign key ); INSER…  ( 4 min )
    What is Retrofit? The Open Source Business Model, Funding, and Community Revisited
    Abstract: This post revisits Retrofit – the renowned type-safe REST client library for Java and Android – with a deep dive into its open source business model, funding strategies, and the vital role its community plays. We explore its history with corporate sponsorship from Square, its adherence to the permissive Apache 2.0 license, and its sustainable structure compared to newer token-based funding methods. The article also includes practical use cases, challenges, and future outlook along with tables, bullet lists, and curated resources to help both developers and business leaders understand the fundamentals of Retrofit and sustainable open source funding. Over the past decade, Retrofit has become a cornerstone for Java and Android developers. Originally developed by innovative engineer…  ( 8 min )
    Crushing the Command Line: Automating Email Reading with Python & Amazon Q Developer
    Terminal Email Reader: A Python Automation Project Introduction As a student balancing classes, freelance work, and personal tasks, I wanted a way to check my Gmail quickly—without leaving the terminal. So I built a Python script that fetches unread emails and displays them right in the command line, showing the sender, subject, and body. Thanks to Amazon Q Developer CLI, I streamlined the development process by asking coding questions directly in my terminal. This is my submission for the "Crushing the Command Line" prompt of the Amazon Q Developer "Quack The Code" Challenge. What My Project Does This script: Logs into Gmail using IMAP with credentials stored securely in a .env file Fetches and decodes unread emails Prints cleanly formatted output (sender, subject, …  ( 4 min )
    LoggerHelper
    🚀 Introducing CSharpEssentials.LoggerHelper: A Modular and Powerful Logger for .NET Developers In the world of software development, structured and reliable logging is crucial for debugging, monitoring, and maintaining applications. Today, I'm excited to introduce CSharpEssentials.LoggerHelper, a lightweight, modular library built on top of Serilog, designed to make logging in .NET applications easier, cleaner, and more powerful. LoggerHelper is a wrapper around Serilog that allows you to configure multi-sink logging quickly and flexibly, without having to write complex boilerplate code. It helps you set up a professional logging system with: Console File PostgreSQL Telegram … and it's easy to extend with your own custom sinks! ✅ Modular Configuration With the LoggerBuilder, you can c…  ( 4 min )
    Detecting Alzheimer's Disease with EEG and Deep Learning
    Abstract Alzheimer's disease (AD) represents a significant global health challenge. This paper proposes an experimental approach for early AD detection using Electroencephalography (EEG) signals processed through an innovative deep-learning architecture. I suggest a channel-frequency-based attention model that effectively captures spectral features across different brain regions. This model uses depthwise convolutions, squeeze-and-excitation blocks, and spatial dropout regularization to efficiently learn patterns within EEG data. The dataset has 19-channel EEG recordings from subjects with Alzheimer's, healthy controls, and frontotemporal dementia. The model shows 83.81% accuracy, which tells us about its potential. Alzheimer's disease (AD) is a progressive neurodegenerative disorder tha…  ( 10 min )
    Fingerprint Not Working After Sleep?
    If you're using fprintd for fingerprint authentication on Linux and encounter this error after waking your system: Device reported an error during identify: Cannot run while suspended. …it likely means the fingerprint device fails to recover correctly after suspend or hibernate. You can fix this by restarting the fprintd service automatically after resume. Here's how: Create a file at /etc/systemd/system/restart-fprintd-after-suspend.service: [Unit] Description=Restart fprintd after suspend After=suspend.target hibernate.target hybrid-sleep.target suspend-then-hibernate.target [Service] Type=oneshot ExecStart=/bin/systemctl restart fprintd.service [Install] WantedBy=suspend.target hibernate.target hybrid-sleep.target suspend-then-hibernate.target Enable the service running this command: sudo systemctl enable --now restart-fprintd-after-suspend.service Now fprintd will restart automatically after suspend or hibernate, and your fingerprint sensor should work reliably again.  ( 3 min )
    Building AI Model
    Hello Readers It's day #14 of building an AI - Model. Explore more here  ( 2 min )
    How to Simulate Laravel and Vue.js Production Deployment Locally?
    Introduction If you're developing a web application using Laravel (version 11) and Vue.js (version 3), it’s crucial to ensure that your application performs optimally before the actual deployment. This article will guide you through the steps to simulate a production deployment locally, allowing you to test your compiled assets, configuration settings, and the overall performance of your app in a real-world-like environment. By serving compiled frontend assets with Vite and running Laravel in production mode, you’ll gain insight into any potential issues that could arise when going live. Why Simulate Production Environment? Simulating a production environment locally is essential for several reasons: Performance Testing: Examine how your application performs under typical user loads. Reali…  ( 5 min )
    🚀 React Compiler is now in RC! No more manual memoization — just write React, and the compiler optimizes it for you. Still experimental, but a big leap forward. 🔗 https://react.dev/blog/2025/04/21/react-compiler-rc #react #javascript #webdev
    A post by Kamil Dzieniszewski  ( 3 min )
    Implementing a Scalable Filtering and Segmentation Panel for Large-Scale MongoDB Database
    Modern applications managing millions of person records require sophisticated filtering and segmentation capabilities while maintaining performance and scalability. This technical guide presents a comprehensive architecture combining MongoDB, Spring Boot, React, and Elasticsearch to handle datasets exceeding 10 million records with sub-second response times. The solution leverages MongoDB's flexible document model, Spring Data's dynamic query capabilities, React's component-based UI, and Elasticsearch's full-text search optimization. The MongoDB document model combines static and dynamic fields using a hybrid schema approach: { "_id": ObjectId("665f1d9b1a41c8523e48f791"), "identity": { "firstName": "Emily", "lastName": "Zhang", "dob": ISODate("1985-07-19T00:00:00Z"), "n…  ( 7 min )
    How to Add Custom Fields to HubSpot Forms with ClickPatrol?
    Introduction Integrating ClickPatrol’s form protection with HubSpot can significantly enhance your forms by allowing the injection of custom fields like email addresses and user IDs. However, many users face challenges with these fields not appearing in their HubSpot account, even after implementing the provided code snippets. In this article, we will explore the correct methods to add these custom fields to your HubSpot forms effectively. Understanding the Integration Challenge One common issue when using ClickPatrol's form protection with HubSpot is the failure of custom fields to display as expected. You might have added a field, such as customfield, but not seen it reflected when viewing your forms in HubSpot. This could happen due to incorrect code implementation or configuration sett…  ( 5 min )
    Essential Collaboration Tools for Remote Development Teams
    In today's digital landscape, remote work has become a norm, especially in software development. To facilitate effective collaboration among remote developers, utilizing the right tools is crucial. Here are eight essential collaboration tools that can streamline communication, project management, and code development for distributed teams. Effective communication is vital for remote teams. Task management tools help organize workflows. Code management is essential for collaborative development. Time tracking tools ensure accountability. Continuous integration tools enhance code quality. Effective communication is the backbone of any remote team. Here are some popular tools: Slack: Ideal for instant messaging and creating project-specific channels. Integrates well with other too…  ( 4 min )
    Getting Started with Unreal Engine Game Development: My Journey and Insights
    Unreal Engine has become one of the most powerful and accessible platforms for game developers, from indie devs to AAA studios. In this post, I’ll walk you through what makes Unreal Engine amazing, how I got started, and practical tips if you're planning to dive into this world. Unreal Engine, especially version 5, offers: Photorealistic visuals thanks to Lumen and Nanite Robust multiplayer framework using C++ and Blueprints VR and mobile support out of the box An intuitive Blueprint system for non-coders or rapid prototyping A strong community and ecosystem (plugins, marketplace, forums) Whether you’re building a narrative game, a tactical shooter, or a training simulation — Unreal can do it all. I've worked on a range of games and simulations including: Offensive Warfare – A 5v5 multipla…  ( 4 min )
    Simplify Your Cypress Intercept Assertions: cypress-intercept-search
    When writing end-to-end tests with Cypress, you must often validate that your application sends or receives the correct data. Cypress’s cy.intercept() gives you robust control over network requests. However, digging through nested bodies, headers, and query parameters to find the exact key/value you care about can become repetitive and error-prone. That’s why I created cypress-intercept-search, a small plugin that lets you recursively search through every part of one or more intercepted requests or responses for a given key and (optionally) a matching value. Then, wrap the results in a chainable Cypress command for easy assertions. ## Why Built cypress-intercept-search cy.wait('@savePlay').then((i) => { const { players } = i.request.body; expect(players).to.exist; Object.entries(play…  ( 4 min )
    How To Find the Right Tech Mentor in 2025
    Many years ago, I came across a profile on Twitter, now X, doing amazing things in development, and I was intrigued and wanted to get close to this person. I sent a couple of messages just to catch his attention, and when I asked him to be my mentor, he ghosted me. I felt so bad, like it hurt, but many years later, I understood. Because you feel he inspires you, it does not mean he/she is the right person to guide your growth. Mentorship has long been the cornerstone of personal and professional growth, especially in tech. Yet, in 2025, finding the right mentor remains one of the most elusive achievements for young professionals. It’s not just about guidance, it’s about survival in a fast-moving industry where knowledge gaps can determine one’s relevance. In this article, we unpack why…  ( 6 min )
    How to Prevent an Image from Resizing in HTML?
    Introduction In web design, ensuring that images maintain their size when a user resizes their browser can be crucial. Many developers face challenges in retaining the original dimensions of images while still creating a responsive layout. If you've encountered similar frustrations—like trying to prevent an image from resizing, despite applying various styles—you're not alone. This guide will help you understand how to achieve this. Why Images Resize in a Responsive Layout Images typically resize in a responsive layout owing to CSS settings such as width, max-width, and other stylesheet rules. By default, images are treated as inline elements, and their sizing depends on the surrounding container. When modifying the browser window, the layout recalibrates, and unless the styles are explici…  ( 4 min )
    Sobre operações comutativas e associativas
    Comutativa Não-Associativa e Associativa Não-Comutativa Alexandre Pierre for cataploft ・ May 10 #computerscience #learning  ( 2 min )
    Picklepong: An 8-bit TRON-inspired Pong game!
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! My inspiration for this project is threefold: the classic PC game, Pong, Pickleball and the 80s sci-fi movie TRON. I wanted to combine the two games into one – using pickleball paddles and a pickleball ball as the main interactive elements and the gameplay of Pong. Finally, TRON is my inspiration for the UI. I favor Visual Studio Code in my workflow, so I used Amazon Q Developer within Visual Studio Code as a chat buddy. I am letting Amazon Q Developer handle all the coding while I stepped into the director role, sipped my coffee and instructed the AI developer along the way. Picklepong GitHub Repo Having Q in the driver seat allowed me to focus on the accuracy of the look and feel of the gam…  ( 4 min )
    GitHub Projects My Way
    This post explains why and how I use GitHub for nearly everything. I will also explain how I use GitHub Actions to automate the creation of issues in my GitHub Projects. I am using GitHub for both personal and work projects. In the past, I used BitBucket, and at some point I considered using GitLab, too. However, the popularity of GitHub and its ecosystem made it hard to ignore. I even use GitHub to follow trends in my profession. So, I doubled down on GitHub and started using it for everything. Probably the most important feature my team and I use is GitHub Projects. I dropped all other project management tools and even my lifelong quest for the perfect project management tool in favor of adopting GitHub Projects. I am not a fan of the GitHub UI. The GitHub Projects UI is no improvement a…  ( 5 min )
    How to Reduce Duplication of Method Implementations in Go
    In Go, when you have multiple struct types that need to perform the same methods, it can often lead to code duplication. This issue is quite common, especially in cases where you have several struct types with similar methods. In this article, we will explore how to effectively reduce method duplication using interfaces and composition, thereby making your code cleaner and more maintainable. Understanding the Problem Let's begin by analyzing the problem you've presented. You have several structs (A, B, C, and D) that all implement the same methods, specifically Add and Remove. Repetition of code leads to maintenance challenges—any change in method logic must be mirrored across all structs, increasing the risk of errors. The Traditional Approach The initial code example you provided clearly…  ( 5 min )
    Agentic AI Driven Legacy Code Modernization using Amazon Q (Extension in VSCode)
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities Agentic AI Driven Legacy Code Modernization using Amazon Q addresses the challenge of transforming legacy systems into modern, maintainable code while preserving business logic and functional accuracy. Legacy systems, often written in outdated languages, hinder scalability, security, and integration with modern architectures. Solution Approach: Input Processing: Users upload legacy code files through a Streamlit interface. Agent Selection: The system dynamically selects the appropriate AI agent based on the input language (e.g., COBOL, Fortran). Conversion Execution: Using Amazon Q Developer, the CrewAI agents convert the input code to the selected modern language (e.g., Python). O…  ( 4 min )
    Setting Up SSL on AWS Elastic Beanstalk Single Instances
    Photo by Taylor Vick on Unsplash Deploying applications on AWS Elastic Beanstalk simplifies many aspects of running your web applications, but setting up SSL/TLS on single-instance environments can get a bit tricky. In this article, we’ll explore two practical approaches to implementing SSL for your Elastic Beanstalk single instances. AWS Elastic Beanstalk single instances don’t come with built-in SSL termination like their load-balanced counterparts. When you deploy a web application in a single-instance environment, you’re essentially working with a standalone EC2 instance without the benefits of an Application Load Balancer to handle SSL termination. However, there are compelling reasons to use single instances: Cost efficiency : Avoiding load balancer costs for smaller applications Sim…  ( 6 min )
    Dissecting the IEX Cloud Closure: Retrospection & Outlook
    Author's note: in my last article, I examined the technical aspects surrounding the shutdown of the widely used IEX Cloud API for stock market data. In response to strong reader interest, this second installment shifts focus to the broader implications of the shutdown for the global fintech developer community. In August 2024, IEX Cloud – a platform that once promised to democratize financial data – was officially shut down. For developers, fintech startups, and anyone seeking accessible market data, this closure marked the end of an era. IEX Cloud had been a breath of fresh air in a space long dominated by expensive, enterprise-focused data providers. Its pay-as-you-go model, developer-friendly APIs, and transparent pricing made it possible for startups, individual traders, and indie dev…  ( 12 min )
    How to Write Better Prompts: A Simple 3-Part Formula
    Prompt engineering is the art of asking the right questions in the right way. Whether you're writing prompts for ChatGPT, building a custom AI assistant, or just trying to get more accurate responses, how you structure your prompt matters—a lot. At the heart of every good prompt are three key parts: context, instruction, and example. In this article, we’ll break each of these down so you can craft clearer, more effective prompts that get better results. Before asking a question or giving a task, it helps to set the scene. The context gives background information that helps the AI understand the scenario, domain, or objective. What can context include? Relevant background details Definitions of key terms or roles A description of the situation or goal Example: Let’s say you want to write a …  ( 4 min )
    Contributing to Elixir Documentation: A Step-by-Step Guide
    Elixir is a functional, concurrent, and dynamically typed language built on top of the Erlang VM. Since its release in 2012, Elixir has gained popularity due to its friendly syntax, scalability, and fault tolerance. Like many open-source projects, Elixir is hosted on GitHub and relies on community contributions to evolve. One of the most accessible ways to contribute to the project is by improving its documentation - fixing typos, enhancing explanations, or resolving formatting issues. In this article, I'll share my experience contributing to Elixir's documentation and provide a step-by-step guide for those looking to do the same. Before diving into the technical details, it's worth highlighting the importance of documentation contributions: Accessibility for beginners: Clear and accurate …  ( 6 min )
    A2A Protocol Implementation
    The Agent2Agent (A2A) Protocol is gaining popularity in the developer community. In my previous blog, Communication is All You Need, I introduced the A2A protocol and outlined its key features. At its core, A2A enables: Agent Discovery Inter-Agent Communication Before diving into the implementation, let's quickly recap what A2A is all about: A2A is an open protocol that standardizes how agents in a multi-agent framework discover each other, communicate, and collaborate to perform tasks autonomously without human intervention. In this blog, we’ll walk through the implementation of the A2A protocol to understand how agent discovery and communication work in practice. We'll be using Google's official A2A demo repository for our setup and examples. Install UV Google API Key There are two parts…  ( 8 min )
    Can I Build Useful Projects with Only HTML and CSS?
    As a beginner in web development, you might be wondering if it's possible to create real, functional projects using just HTML and CSS, without the need for JavaScript. The answer is a resounding yes! With the combination of these two foundational languages, you can indeed build visually appealing web pages that serve a purpose. Why You Can Build Projects with HTML and CSS HTML (Hypertext Markup Language) and CSS (Cascading Style Sheets) are the backbone of web development. HTML structures your content while CSS styles it, allowing you to create visually attractive web pages. Although JavaScript adds interactivity and dynamic functionality to web applications, many static projects can be effectively crafted using just HTML and CSS. Possible Projects to Build with HTML and CSS If you're look…  ( 5 min )
    Day-21 of Learning Web Dev
    100DaysofCode Day-21 Completed 20% of The Odin Project – Foundations (+10% today) Today I learned: How the internet works: servers, websites, browsers, DNS, IP addresses How to set up WSL2 (Windows Subsystem for Linux)  ( 2 min )
    Guidelines for the first projects...
    This blog is for those, who want to start their first full stack development project but not have enough idea about how to start. I will try to cover some of the things that you should follow for make your first project journey more smooth. Folder Structure: The first thing you might face difficulties is creating and understand the folder structure. It may vary by project to project, but their are some common concept like creating 2 separate folder, one for frontend and other one is for backend. Inside each folder you will have multiple folders. For backend you will have folders like models, services, api endpoints etc (based on your requirements) . And for frontend, you will have src folder inside which you will find components, assets, pages, api, utils etc folders (if you are using React). fullstack-project/ Make sure you must write code as clean as possible. It is a good practice. You should right the logics more efficient way. You can also create a folder for a particular module and inside that you can create multiple files so that anyone can easily find the code written for a specific purpose. It will reduce cognitive complexity. Another thing you should remember that don't make a function so large with so much logics in a single function, rather use multiple functions, each for a particular logic and use them in that function. Before writing any routes, you should always first do some floor planning like how this routes is going to use, how many times this routes will be called. It is completely necessary when you are going to deploying the project into the server. Because the more api needs to call from backend, the more it will take time to load and resulting the website slow. Wish a happy journey for your first project 😄 and share if you find this post helpful.  ( 4 min )
    Postman Was My Therapist: How I Finally Mastered APIs by Talking to Them Directly
    Have you ever felt like you're fighting with your own APIs? As a backend developer, I sure did... until I learned to stop debugging through the frontend and start talking directly to my APIs instead. Last month, I was building a backend for a mocktail ordering system. Everything was in place: // Our beautiful API endpoints app.post('/api/auth/register', registerUser); app.get('/api/auth/logout', logoutUser); app.get('/api/products', getProducts); app.post('/api/events', createEvent); app.post('/api/orders', createOrder); app.get('/api/invoices', getInvoices); app.get('/api/payments/history', getPaymentHistory); app.delete('/api/users/:id', deleteUser); Then the moment of truth came: testing the "Delete Account" feature. Click... and nothing happened. No error, no confirmation, nothing. My…  ( 5 min )
    Kaltrinkeda e os Novos Avanços.
    Kaltrinkeda e os Novos Avanços. Olá leitores, hoje é só um post simples, mostrando alguns progressos da IDE Kaltrinkeda, e aqui estão eles: Agora o editor tem prévia de cores, independente da linguagem, agora o usuário verá uma prévia sempre que digitar uma cor, e você pode usar de diversas formas como: O restante, é progresso Visual, você poderia avaliar de 1 a 10 para me ajudar a saber como está o design, se tem alguma crítica reconstrutiva, eu quero ouvir oque acha desse design. É isso. Obrigado pela atenção. Color Preview: Folders View: Editor Settings: Context Menu: Document Creation:  ( 3 min )
    Kaltrinkeda and the New Advances
    Hello readers, today is just a simple post, showing some progress of the Kaltrinkeda IDE, and here they are: Now the editor has a color preview, regardless of the language. The user will now see a preview whenever they type a color, and you can use it in various ways such as: The rest is visual progress. Could you rate it from 1 to 10 to help me understand how the design is going? If you have any constructive criticism, I’d love to hear what you think of the design. That's it. Thanks for your attention. Color Preview: Folders View: Editor Settings: Context Menu: Document Creation:  ( 3 min )
    Solving The Big IAM Challenge
    CTF (Capture The Flag) challenges are a fun and safe way to stretch a stale brain muscle and learn a trick or two about how robust security is not actually that robust. Today we're going to solve The Big IAM Challenge1 and reflect on the lessons learned. Table of Contents Intro Challenge 1: Buckets of Fun Challenge 2: Google Analytics Challnge 3: Enable Push Notifications Challenge 4: Admin only? Challenge 5: Do I know you? Challenge 6: One final push Post Mortem The Big IAM Challenge consists of six challenges, each based on a task and an IAM policy. We also have access to a web CLI. With these tools, we will have to find our way to a flag -- a string containing the key that will allow us to progress to the next challenge and, eventually, solve them all. Task # IAM policy { "Version":…  ( 10 min )
    Building "Production-Grade" APIs in .NET: Part 1 - Design Clean and Intuitive APIs
    You can read the intro here: Let’s say you join a new team and find this in one of the core API controllers: [HttpPost("updateOrder")] public async Task UpdateOrder([FromBody] OrderDto order) { var updatedOrder = await _orderService.Update(order); return Ok(updatedOrder); } At first glance, it seems reasonable. It compiles. It works. It even passes QA. But if this looks fine to you — keep reading. This kind of code is deceptively simple. In fact, it’s a perfect example of how bad design doesn’t look broken, until it is. Under the surface, this endpoint is full of subtle flaws that will confuse consumers, pollute your Swagger docs, and slow your team down over time. Let’s unpack what’s wrong, and more importantly, how to fix it. Let’s break it down: You're updatin…  ( 7 min )
    Programming language of the future. Part 2: State management
    Most programmers will agree that state management is a pain (in the head). Which is why they shy away from it at every opportunity. Languages, functional or OOP, make no difference - if state is only ever passed around to and from the database, it's all practically stateless in my book. In the industry-accepted programming model (clean model, layered model, hexagonal model) state management (database I/O) is on the outer layer - why? Oh, because you don't actually operate on entities that you store, you operate on transient entities derived from them. This abstraction is necessary, because in most modern languages state is carried by objects - and you can't store objects, only things derived from them. Be it rows in tables, or at least whole aggregates in NoSQL DBs. Actual object state can…  ( 4 min )
    How to Optimize SQL Queries for Counting Boolean Flags?
    Counting boolean flags in a SQL table can be a common task, especially when you're trying to evaluate multiple conditions simultaneously. However, using multiple queries can be inefficient. In this article, we will explore why combining queries might lead to performance issues and how to optimize your SQL commands for better efficiency. Understanding the Issue with Combined Queries When you attempt to collect counts for multiple boolean flags in a single query, as in your provided SQL example, you might notice that performance significantly decreases. This can occur due to several factors: Complexity of Execution: A single query that evaluates multiple conditions introduces additional complexity for the SQL engine. The optimizer must evaluate each case for every row, which can be resource-…  ( 5 min )
    🧠 What Are Side Channel Attacks and Why Are They Among the Most Dangerous Attacks?
    🔍 What Are Side Channel Attacks? Examples of Side Channels: Power Consumption — Measuring how much power a device uses during operations. Timing Information - Tracking how long different operations take. Electromagnetic Leaks - Capturing data through EM emissions. Acoustic Signals - Even the sound of a keyboard or CPU coil can leak secrets. Cache Usage - Analyzing memory access patterns in CPUs. Side channel attacks are considered among the most dangerous for several reasons: Bypass Traditional Defenses Smart Cards — Attackers extract PINs or cryptographic keys. Wikipedia on Side Channel Attacks — Great starting point. 🧰 How to Protect Against Side Channel Attacks Top 5 Mitigation Techniques: Gives you a cutting-edge advantage in security topics. 🧾 Summary So, have you considered how secure your hardware truly is? 🧲 Stay Ahead of the Curve Want more exclusive articles like this? → Bookmark this blog for weekly deep-dives into cybersecurity topics. → Click on an ad or support us by signing up — it keeps this blog alive! → Share this post if you found it helpful!  ( 4 min )
    Building true distributed systems with RoadRunner and Laravel
    I've been developing PHP applications for over 15 years now, working with various PHP frameworks. Throughout this journey, I've witnessed many projects that began as monoliths eventually need to evolve into microservices. That's when interesting architectural challenges emerge. While I'd successfully used RoadRunner (RR) with Spiral and Symfony before, I wanted to bring these same capabilities to my Laravel projects. Yes, Laravel Octane does provide RR integration but only for HTTP. I needed the full ecosystem of plugins that make RR truly powerful for distributed systems. If you're looking to build microservices where components communicate using gRPC, implement durable workflows with Temporal, or integrate your application with services written in other languages, you may have encountere…  ( 12 min )
    20 Essential Tips to Go from Zero to Hero as a Front-End Developer
    Becoming a skilled front-end developer takes time, practice, and the right mindset. Whether you're just starting or looking to level up, these 20 tips will help you grow from a beginner to a pro! 1. Master the Fundamentals First Before jumping into frameworks, ensure you have a solid grasp of: ✅ HTML (Semantic markup, accessibility) ✅ CSS (Flexbox, Grid, responsive design) ✅ JavaScript (ES6+, DOM manipulation, async/await) 2. Learn Version Control (Git & GitHub) Git is a must-know tool for collaboration. Learn basic commands (commit, push, pull, branch) and contribute to open-source projects. 3. Write Clean, Maintainable Code Follow naming conventions (e.g., BEM for CSS). Keep functions small and reusable. Comment where necessary (but don’t overdo it). ⚡ 4. Ge…  ( 4 min )
    How to Resolve CocoaPods Dependency Conflicts in Flutter for iOS?
    When building your Flutter app for iOS, you might run into dependency conflicts, especially with CocoaPods. A common issue occurs when different Firebase packages request incompatible versions of the same pod, such as GoogleUtilities/Environment. This article will guide you through understanding these errors and how to resolve them effectively. Understanding the Issue In your case, the error arises when multiple Firebase dependencies request different versions of the GoogleUtilities/Environment pod. This is common in Flutter projects that leverage multiple Firebase services, such as Firebase Core, Firebase Messaging, and Google Sign-In. Each library may depend on various versions of shared resources, leading to a conflict. The specific error message indicates that: firebase_core (2.32.0) d…  ( 4 min )
    🔐 Stop hardcoding secrets: generate `.env` files from AWS SSM with a simple CLI
    At M47 Labs, we work on many AI and cloud-native projects where secret management becomes complex — especially across environments and CI/CD pipelines. We're big fans of AWS SSM for storing configuration and secrets securely, but syncing them into .env files can be painful and repetitive. To solve this in a cleaner and more reliable way, I built a CLI tool: 👉 Envilder on GitHub Envilder reads a mapping file that links environment variable names to AWS SSM parameter paths. .env file. Your param-map.json might look like this: { "DB_HOST": "/my-app/dev/DB_HOST", "DB_PASSWORD": "/my-app/dev/DB_PASSWORD" } Run: envilder --map=param-map.json --envfile=.env And you get: DB_HOST=mydb.cluster-xyz.rds.amazonaws.com DB_PASSWORD=supersecret You can also use different AWS CLI profiles: AWS_PROFILE=staging envilder --map=param-map.json --envfile=.env This small tool makes a big difference when: 🧑‍💻 Onboarding new team members: no more “what’s the DB password?” 🔄 Keeping environments in sync: any change in SSM is reflected across the team ⚙️ CI/CD pipelines always up-to-date: e.g. GitHub Actions, CodeBuild, GitLab 🧼 Centralized configuration: avoid duplication and keep secrets in one secure place 🧭 Supports multiple AWS profiles: ideal for multi-account or multi-env setups Works with SecureString and plain parameters CLI-first, fast, and script-friendly Compatible with any CI system Supports static values and fallbacks AWS profile support (AWS_PROFILE) npm install -g envilder Or: envilder --map=param-map.json --envfile=.env --profile=aws-account It’s still an early-stage project, but already helpful in several real-world teams. If this sounds familiar, or you’ve solved this differently, I’d love to hear from you. GitHub: https://github.com/macalbert/envilder  ( 4 min )
    Neurosell launched a major update to Virton AI and talk about future development plans
    Hi everyone, we're here with Neurosell. Today we're going to talk about the past week's progress, including the launch of the new Virton AI update, development plans for the near future and new partner destinations. This is gonna be interesting, let's go! Virton AI's massive new update Today we launched a major new update to our artificial intelligence-based virtual fitting rooms - Virton AI. It includes new functionality for online store owners, updated algorithms for working with photos, widgets and internal tests of video fitting in motion. Below, we tell you about everything in order. Started a personal store management cabinet to implement a fitting room widget without programming knowledge. To do this, you only need to customize the widget appearance, fill in the product…  ( 4 min )
    Truthy and Falsy in JS: What Every Developer Should Know
    Stop Guessing: Understand JavaScript Equality the Right Way When you start working with JavaScript, one of the first things you notice is how flexible it feels. You can assign different types of values to the same variable and JavaScript won’t complain. This flexibility is great—but it can also lead to unexpected bugs, especially when you're comparing values or checking if something is "true" or "false." Let’s break down some of these concepts in a beginner-friendly way so you can write safer and more predictable JavaScript code. In JavaScript, you don’t need to declare the type of a variable. For example: let x = 5; // x is a number x = "hello"; // now x is a string x = true; // now x is a boolean This is called loose typing—a variable can hold any type of data, and JavaS…  ( 6 min )
    Unlocking Innovation: How the AI Code Generator is Transforming Software Development in 2025
    As we move into 2025, the world of software development is changing rapidly, thanks in large part to AI code generators. These tools are not just cool gadgets; they are becoming essential for developers. They help simplify coding tasks, making it easier for teams to build software faster and with fewer errors. In this article, we’ll explore why these AI code generators are so important, how to choose the right one, and what the future holds for this technology. AI code generators are vital for improving productivity in software development. They help address the shortage of tech talent by streamlining coding tasks. Choosing the right AI code generator depends on specific needs like language support and integration. Security features in AI code generators are becoming more advanced …  ( 13 min )
    10 Core Docker Topics You Can’t Ignore Before Going Live
    Docker has transformed modern application development by introducing isolated, reproducible environments that streamline deployment and reduce system-level conflicts. But for many developers, the learning curve can be steep—especially when juggling concepts like images, containers, volumes, networks, and multi-container orchestration. This blog serves as your executive summary of Docker fundamentals—designed for engineers who want to understand the why behind each concept and learn how to implement them effectively. Each section includes a link to a detailed, hands-on post to explore the topic further. Images vs Containers: Blueprint vs Runtime A Docker image is a read-only blueprint that defines the application environment—its dependencies, tools, and configuration. A container is the r…  ( 5 min )
    Become a Part of My ML Journey : From Bangladesh
    I'm not an expert (yet!). I'm a recent graduate figuring things out, just like many of you. By sharing what works and what doesn't, we can learn together and create a resource that addresses our unique challenges. Bangladesh – I invite you to follow along and grow with me. What topic would you like me to cover first? Drop a comment below!  ( 3 min )
    How to Use Excel WEEKNUM Function?
    The WEEKNUM function in Excel is used to return the week number from a given input date. If the input is not a valid Excel date, the function will return a #VALUE! error. It will also return a #NUM! error if the return_type argument is not supported. The return_type must be 1, 2, or between 11 and 17. Objective Value Returned by function Aim to returns the week number WEEKNUM function in excel will return the relative week number to the given input date. =WEEKNUM(serial_number, [return_type]) serial_number: The date you want to find the week number for. return_type: A number that determines which day the week starts on. This is an optional one. By default the Excel will assumes Sunday as value 1. The following is the difference between the WEEKNUM and ISOWEEKNUM function is,…  ( 7 min )
    How to Create User IP Middleware in Go with Chi?
    Introduction Creating middleware in Go, especially using the Chi router, offers an efficient way to process HTTP requests. If you're looking to capture user IP addresses for every request, constructing a custom middleware can simplify your routing logic. In this article, we'll explore how to create a middleware function that retrieves the user's IP address and applies it across all routes effortlessly. Why Use Middleware for IP Tracking? Middleware functions are a core aspect of web development in Go, particularly with frameworks like Chi. They allow you to add common functionalities to your route handlers without repeating code. By implementing an IP address middleware, you can log or process the user's IP address for purposes like analytics, security, and more. Creating Your IP Middlewar…  ( 4 min )
    📦 The Ultimate Guide to package.json, package-lock.json, .yarnrc, babel.config, tsconfig.json & More
    Most developers use these config files daily — but few truly understand how they work, why they matter, and how small mistakes can break a project or waste hours of debugging time. This post goes beyond definitions: we’ll explore how these files work, why they matter, best practices, and common real-world mistakes to avoid. package.json What it is: How it works: project manifest — when you run npm install, it reads the dependencies and installs them. Important things to remember: Keep dependencies (dependencies) and dev tools (devDependencies) separate. Always update versions carefully — check changelogs when upgrading. 👉 Quick Difference:dependencies are needed to run the application in production, while devDependencies are only needed for development, testing and build processes…  ( 5 min )
    ECMAScript with Node.js is more powerful then C++ with Microsoft
    A post by Aldo  ( 2 min )
    Amazon Q CLI for Code Review: Focus on What Changed, Not Everything
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line Some AI-powered coding assistants already support code reviews, but most of them tend to review an entire workspace or just the currently open file. In real-world scenarios though, code reviews are often based on pull requests—where we only need to review changes between two branches, not the whole project. For example, reviewing just the differences between a hotfix branch and main. That got me thinking: wouldn’t it be great if an AI coding assistant could handle that kind of focused review? At least as a first layer—giving us a detailed AI-generated review of the changes before we jump in manually. That way, human reviewers can just focus on refining things further instead of starting from scratch. One of Amazon Q Developer’s cool features is its CLI and MCP (Model Context Protocol) support. So I thought: why not use Amazon Q CLI to compare two branches—say, hotfix and main—and then have it go through the changed files one by one, review them, and finally compile the feedback into a single file using MCP as well? That way, whoever’s reviewing the PR can read the AI’s review first before doing their manual checks. Code Repository Code Review with Amazon Q Developer CLI I used Amazon Q Developer as the first layer of code review—comparing one branch to another, like from hotfix to main. This helps make the review process smoother, more effective, and scalable—especially when combined with a follow-up manual review. What makes it even more exciting is that Amazon Q Developer can both generate code and review it too. Pretty handy, right?  ( 4 min )
    Using Loose Equality in JS/TS
    -- Loose Equality allows different kinds to become an equal kind. I've been feeling, blogposts treat loose equality in JavaScript as a kind of black magic because people do not master it. It isn't supposed to be esoteric magic. I am not involved in browser development but I conducted my tests with Firefox and Chrome and I read the MDN pages. You can check the examples. I say, make full potential of Javascript's capabilities, intentionally and knowingly. It can save us from some coding overhead, even when the original definition is sometimes flawed. The loose equality can make code more concise… This means, if you know the types of the operands. Therefore, the loose equality is particularly useful with TypeScript, because it can show you the types of expressions. True, even TypeScript lack…  ( 8 min )
    Deploying and Exposing Go Apps with Kubernetes Ingress, Part 2
    In Part 1, we used Kubernetes Ingress to route traffic to two Go-based microservices based on specific paths. In this second part, we’ll explore advanced Ingress features. In this part, we’ll build and deploy two updated Go-based services (API and Web) in the ~/k8s-learning/ingress/ingress-different-route directory. Unlike Part 1, where services handled specific paths (/api and /web), here both services respond to the root path (/). We’ll use Kubernetes Ingress with a rewrite rule to route /api to the API service and / to the Web service, ensuring clean URL handling. We will build two services using Go: An API service that responds to HTTP GET requests at the root path (/) with a JSON response. A Web service that responds to HTTP GET requests at the root path (/) with an HTML response. The…  ( 8 min )
    Crushing the Command Line: How I Used Amazon Q to Build a Smarter FastAPI Scaffolder
    What I Built I created the FastAPI Scaffolder CLI – a zero-config generator for production-ready FastAPI apps. It solves common pain points: 🕒 Saves over an hour per project setup. 🛡️ Bakes in best practices (async DB pools, retry logic, secure defaults). ☁️ Generates Infrastructure as Code (Terraform/Docker for AWS/Local). With one command, you get: fastapi-scaffold create myapp \ --db=postgresql \ --broker=redis \ --prod=aws This generates a directory with all the files you need to get started, including a Dockerfile, docker-compose.yaml, and Terraform files for AWS deployment. ✅ Simplifies database and configuration setup with auto-generated async SQLAlchemy/Motor integrations. ✅ Production-ready: Includes Terraform, Docker Compose, and monitoring tools. ✅ Flexible and …  ( 6 min )
    [Boost]
    RootMe: Complete CFT Writeup for Try Hack Me Beginners christine ・ Jun 3 '22 #cybersecurity #ctf #tryhackme #tutorial  ( 2 min )
    🐧I made my first Linux tool!
    Hey everyone! What it does: Scans your system for open ports Shows which processes are using them Saves the results in clean text-based reports It’s super lightweight, easy to run, and doesn’t try to be fancy just helpful. GitHub: https://github.com/tthichem/NetTommy I built this to learn more about system tools and Bash scripting. It's nothing huge, but it’s a start, and I’d really love your feedback, ideas, or even a ⭐ if you think it’s cool! Thanks in advance to anyone who checks it out or gives advice — it means a lot.  ( 3 min )
    Part 2: Syncing Normalized PostgreSQL Data to Denormalized ClickHouse Using Airbyte + DBT
    From Transactional Trenches to Analytical Ascent: PostgreSQL to ClickHouse with Airbyte and DBT In Part 1, we delved into the fundamental reasons why shoehorning your PostgreSQL data model directly into ClickHouse is a recipe for analytical sluggishness. We highlighted the contrasting strengths of row-oriented OLTP databases like PostgreSQL and column-oriented OLAP powerhouses like ClickHouse. Now, let's roll up our sleeves and translate that theory into a tangible, real-world solution. In this article, we'll embark on a journey to build a robust data pipeline that seamlessly syncs your normalized Online Transaction Processing (OLTP) data residing in PostgreSQL into a highly performant, denormalized schema optimized for Online Analytical Processing (OLAP) within ClickHouse. Our trusty co…  ( 7 min )
    Create a Spring Boot Application Step by Step: A Practical Guide
    Hello everyone! 👋 Are you curious about Spring Boot and why it's become a go-to framework for backend development? Or maybe you want to start building your first Spring Boot application? 📚✨ In this article, we’ll create our very first Spring Boot application together, step-by-step. I'll walk you through each phase with detailed explanations and screenshots so you can follow along with ease. 🛠️ We’ll cover the following essential topics to help you get started: 📚 What is Spring Boot and Why is it Essential for Backend Development? https://msidaoui.medium.com/getting-started-with-your-first-spring-boot-application-c5b3ad3156d2 https://github.com/sidaouiMohamedamine/employee-management-backend SpringBoot #Java #BackendDevelopment #WebDevelopment #PostgreSQL #JavaProgramming #SpringFramework #RESTAPI  ( 3 min )
    How to Permanently Sort a MySQL Database Table in PHP?
    When working with MySQL databases in PHP, you might run into scenarios where you desire to sort your data permanently. You mentioned trying to use the ALTER TABLE statement along with an ORDER BY clause, but this combination does not provide the desired outcome. In this article, we will guide you through the proper methodology to ensure your database records are sorted permanently and can be retrieved in the desired order. Understanding the Requirements for Sorting Sorting a database table involves arranging the records based on certain criteria—such as alphabetically or numerically—using specific columns. However, the ALTER TABLE command does not utilize the ORDER BY clause for sorting data. Instead, the sorting of records is meant to be performed during data retrieval using the SELECT st…  ( 5 min )
    Trying to Build in Public — But Reddit Keeps Silencing Me
    So this week, I tried to share what I’m building on Reddit. Two posts. Two different subreddits. Both were removed instantly by Reddit’s filters. No explanation. No mod feedback. Just gone. What were the posts about? I’m building a solo project called KindredCircl — a social platform focused on belonging, privacy, and connection. No ads. No rage-bait. No surveillance. Both posts were written thoughtfully. No spam. No “buy this.” Just honesty, tech stack, and a link to a longer write-up on Dev.to. But apparently, Reddit’s automation saw all that and said: nope. Reddit is supposed to be where indie hackers hang out. Where devs build in public. Where creators share early work and get support. But what I’m realizing is: if your post doesn’t match the format the filter expects, or if you use certain words (like support, link, or solo founder), you might just get silenced. Not because of what you said — but because a bot decided you were promotional by default. I’m still building. I’m still sharing. But I’m reminded how important it is to build spaces where authentic effort isn’t treated like spam. KindredCircl is meant to be one of those spaces. And yes — it still exists, even if Reddit didn’t want to hear about it this week. If you’ve had posts removed without explanation, or felt like you’re shouting into the void, I’d love to hear your story too. Let’s be loud for each other — since these platforms clearly won’t do it for us.  ( 3 min )
    Audio Steganography, Faster and Friendlier: My Dive into Spectrogram
    A few days ago, I stumbled across an interesting blog post by Solusipse about hiding images in sound—more specifically, encoding them into the spectrogram of an audio file. It reminded me of old-school tech like dial-up modems and the ZX Spectrum, but with a modern twist. Naturally, I had to try it. Solusipse provides a Python script, spectrology.py, that takes an image and converts it into an audio waveform whose spectrogram visually resembles the image. I cloned the repo, followed the README, and ran the script, hoping for a cool output. But things weren’t so smooth. The script hit an error out of the gate. Can't blame them, the code was over 10 years old 💀. After a not-so-long debugging session, I got it working. It finally produced an audio file containing a hidden image. Success—sort…  ( 4 min )
    What are the Syntax Issues in My SQL Recursive Query?
    As a beginner in SQL, encountering syntax errors can be frustrating, particularly when you're trying to retrieve a set of random rows multiple times from a database. The query you've shared is an attempt to use a Common Table Expression (CTE) with recursion to select rows from the 'transaction_detail' table. However, it appears there are a few syntax issues that need to be addressed. Understanding the Query Structure The objective of your SQL query is to generate a recursive CTE that selects a specific number of rows (in this case, 6) from the 'transaction_detail' table where the 'company_id' matches 12345. In the initial part of the CTE, you're correctly selecting the first row matching the condition. However, there are syntax errors that lead to the error message you've received. Common …  ( 4 min )
    AI Medicine Analyzer – Diagnose Medicines Smarter with Amazon Q
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities I built AI Medicine Analyzer — a web app that simplifies how people understand their medications by letting them ask natural-language questions and get instant AI-powered answers. This project represents an unexpected and innovative use of Amazon Q Developer. While Amazon Q is typically used for improving productivity during development, I used it to rapidly ideate, build, and enhance an AI-powered health tech tool. It’s a practical healthcare utility powered by modern web tech and LLMs, demonstrating that Amazon Q can be a catalyst for meaningful, real-world innovation — even in domains like digital medicine and patient education. 🔗 Live Demo on Netflify You can search any medicine nam…  ( 4 min )
    ❄️ Snowflake: Why Choose It Over Other Databases
    Snowflake is a cloud-based data warehousing platform that has gained significant popularity for its scalability, flexibility, and ease of use. Unlike traditional data warehouses, Snowflake was designed for the cloud from the ground up, allowing organizations to store, process, and analyze massive amounts of data with minimal management overhead. In this article, we'll explore what Snowflake is, why you should consider it over other traditional databases, and highlight some of its unique features like Zero-Copy Cloning, Time Travel and Streaming. Snowflake is a fully-managed data warehouse built for the cloud, offering enterprise-grade data storage, processing, and analytic capabilities. It is designed to handle structured and semi-structured data, allowing organizations to store data in it…  ( 6 min )
    My First Post
    This is my first post. Hello world.  ( 2 min )
    Amazon RDS Unlocked: Your Ultimate Guide to Managed Databases in AWS (2025 Edition)
    Ever been jolted awake by a PagerDuty alert because your self-managed database decided to take an unscheduled vacation? Or spent a weekend patching, upgrading, and resizing database servers instead of, well, anything else? If you've nodded along, you know the operational toil of traditional database management. This is where Amazon Relational Database Service (RDS) steps in, and frankly, it's a game-changer. In today's fast-paced cloud environment, focusing on your application's core logic and innovation is paramount. Managing database infrastructure, while critical, is often undifferentiated heavy lifting. Amazon RDS offloads this burden, allowing you and your team to build faster and sleep better. In this comprehensive guide, I'll dissect Amazon RDS, exploring everything from the fundame…  ( 12 min )
    Laravel 12 API Integration with Sanctum: Step-by-Step Guide
    Installation & Setup Step 1: Install Laravel composer create-project laravel/laravel example-app This command creates a new Laravel project in the example-app directory. Step 2: Install Sanctum php artisan install:api This installs Laravel Sanctum for API authentication. Note: In Laravel 12, you might need to install Sanctum separately with: composer require laravel/sanctum php artisan vendor:publish --provider="Laravel\Sanctum\SanctumServiceProvider" php artisan migrate Step 3: Migration Setup The provided migration file extends the default Laravel user table with additional fields for: <?php use Illuminate\Support\Facades\Schema; use Illuminate\Database\Schema\Blueprint; use Illuminate\Database\Migrations\Migration; return new class extends Migration { /** * Run the migr…  ( 8 min )
    Beginner’s Guide to Prompt Engineering
    Introduction: Welcome to Prompt Land Imagine you're handed a genie that can code, write, and brainstorm anything for you – but with a catch. This genie is very literal. Wish for "a game," and you might end up with a simple tic-tac-toe when you wanted a fantasy RPG. Ask it to "tell me about dogs," and it could ramble aimlessly about canines. To get useful results, you must phrase your wishes just right. In the world of AI, this art of wording your requests is called prompt engineering. But fear not, brave adventurer – prompt engineering isn't as arcane as it sounds. Think of it as giving instructions to a very smart but overly literal friend. If you're clear and specific, you'll get spectacular results; if you're vague, you might get something hilariously off-base. So, how do we craft the…  ( 6 min )
    🚀 Faster EC2 Launches: Amazon EBS Adds Provisioned Rate for Volume Initialization
    Amazon Web Services (AWS) has just announced a powerful enhancement for Amazon Elastic Block Store (EBS): Provisioned Rate for Volume Initialization is now generally available. This new feature allows you to create fully performant EBS volumes from snapshots with predictable initialization speeds, helping you launch EC2 instances faster at scale. It’s a game-changer for high-performance, time-sensitive workloads. 🧠 The Problem (Before This Feature) When launching EC2 instances from EBS snapshots (like AMIs), volumes are lazy-loaded from Amazon S3. That means data is only fetched when accessed for the first time. This causes: Slower disk I/O initially Inconsistent application performance Delays in workload readiness This has long been a pain point, especially for workloads tha…  ( 4 min )
    just got the two year badge, thanks dev.to :)
    A post by Oscar  ( 2 min )
    How to Process Multiple Results Pages in Microsoft Graph API Beta
    Introduction When transitioning from the Microsoft Graph API 1.0 to the Beta version, many developers encounter challenges, particularly with pagination. In this article, we'll explore how to leverage OdataNextLink, the new method for handling multiple results pages when retrieving data, such as users in groups. This guide will provide you with a detailed understanding of how to implement this efficiently in your C# application. Understanding the Pagination in Graph API Beta The Microsoft Graph API Beta introduces significant changes compared to the stable version. One of the most notable changes is the absence of the NextPageRequest property, which previously allowed developers to seamlessly navigate through pages of results. Instead, the Beta version offers OdataNextLink as a string URL …  ( 5 min )
    Public, Private, and Hybrid Cloud: What's the Difference?
    Public Cloud: Advantages: No initial hardware expenses, Easy to scale and quickly set up, Pay-per-use pricing Drawbacks: Less control over infrastructure, Sensitive data security issues could arise from shared resources. Private Cloud: Advantages: Total command and personalisation, improved compliance and security, Perfect for older systems Cons: Expensive setup and upkeep expenses, reduced scalability Hybrid Cloud: Advantages: Adaptability to maximise workloads, Economical scalability, uses the public cloud for less important jobs and private servers for sensitive data. Cons: Difficult to integrate and manage demands, effective security and governance measures.  ( 3 min )
    Keyboard Input In Miniscript
    Introduction Hey fellas, welcome back to the How to MiniScript tutorial series! Yeah yeah, I know—it’s been a while since the last post. Before we jump in, here’s a quick recap of the previous articles in this series: How to render sprite How to render sprite clicks How to load sprite from Web If you're new here, I suggest you check those out first. This post is all about handling keyboard input in Mini Micro. 👉How to render clicks on sprite Normally I love making my own sprites, but today… I took a shortcut. Mini Micro comes with a whole library of built-in sprites! Here’s how to explore the built-in sprite collection: Use this command: findFile Then go to: /sys → /pics → /animals We're using an animal sprite today—because why not? For the background, I actually made something…  ( 4 min )
    New shared objects linker on JavaScript nodejs u all waiting for!!!
    solijs solijs is an npm package that allows you to dynamically link and execute functions from shared object (.so) files directly within your JavaScript projects. It provides a fast, simple, and efficient way to call C/C++ functions without the need for complex build tools like node-gyp. No Complex Build Tools: Link .so files to your Node.js project without needing node-gyp, ffi, or other build tools. Cross-Platform Support: Works on Linux, macOS, and Windows. Easy to Use API: Call C/C++ functions from .so files with minimal code. Fast Execution: Optimized for performance and minimal overhead. To install solijs, use npm or yarn: npm install solijs or yarn add solijs .so File (e.g., libhello.so) First, create a shared object file (.so). For example, write a simple C function that retu…  ( 4 min )
    Making Your React App Feel Instant: A Deep Dive into Route Optimization
    Lazy loading with React Router v7 (Data Mode) = faster initial loads. Async lazy() on your route definitions handles the dynamic imports. Code for each route is chunked and fetched only when navigated to. This results in better perceived performance and less initial JS. Happy users, happy app. import { createBrowserRouter, type RouteObject } from 'react-router-dom'; enum AppRoute { ROOT = '/', HOME = '/', ABOUT = '/about' } export const AppRoutes = { ...AppRoute } as const; const routes: RouteObject[] = [ { path: AppRoute.ROOT, async lazy() { const c = await import('./components/Layout'); return { Component: c.default }; }, children: [ { index: true, async lazy() { const c = await import('./pages/Home'); return { Component: c.default }; } }, { path: AppRoute.ABO…  ( 6 min )
    🖼️ Build & Learn from a Production-Ready Image Compressor in Next.js (With Source Code)
    Hey devs 👋 If you've ever needed to compress or convert images before uploading them — whether to speed up website load time, reduce storage, or improve performance — you’re not alone. That’s why I built a fully functional image compressor and format converter app using Next.js, Tailwind CSS, and EmailJS. Today, I’m sharing how it works, how you can use it or learn from it, and where to get the full source code to build your own version or start selling as a tool. 👉 Try the app here: https://imgcompresser-v1-0.vercel.app/ This is not just a demo — it's a real app with production-ready features. Here's what you can do: ✅ Compress images (JPG, PNG, WebP) ✅ Convert between formats (e.g., PNG → JPG, JPG → WebP, etc.) ✅ Drag & drop or select files ✅ Preview before download ✅ Download converted & compressed output ✅ Get user queries via EmailJS contact form It’s a clean and fast UI with modern styling — responsive and mobile-friendly. Frontend: Next.js 15 Styling: Tailwind CSS Email Handling: EmailJS (for feedback/contact form) Whether you're a dev looking to build tools or just want to practice real-world projects, this app will help you understand: Image compression workflows in the browser File handling and preview generation in React/Next.js Optimizing UX for drag & drop + download flows Using third-party APIs (EmailJS) in a production-safe way You can download the complete project with comments and clean structure from here: 👉 Buy the Source Code + Free Setup Guide Includes: Source code for full app (frontend logic + UI) Step-by-step PDF guide EmailJS setup tutorial License to use for personal or client projects ⚡ Developers building portfolio projects 💼 Freelancers who want to offer SaaS-style tools 🧑‍🏫 Students practicing with real apps 📈 Indie makers launching simple utilities Feel free to reply with questions, ideas, or feature suggestions. If you build something based on this, tag me — I’d love to see it! Let’s keep building useful things together 🚀  ( 4 min )
    AWS ECR with Endpoints - Access Errors
    The AWS Elastic Container Registry (ECR) is a fully managed Docker container registry that makes it easy for developers to share and deploy container based applications. So consider it a safe and scalable repository for Docker container images. In this followup i will point out a few points you should be aware of before using ECR. When we store a image in amazon ECR repository, amazon will store that images at backend using S3 bucket. This S3 bucket is unique for each region. This does not affect our AWS architecture until we make use of AWS endpoints to reach ECR or S3 buckets. 1. When our architecture designed to restrict internet access, We need to create AWS interface endpoint for access ECR and interface/gateway endpoint to access S3 bucket that images are actually saved. If we use a…  ( 4 min )
    Fragment Telegram and TON Blockchain: Revolutionizing Digital Transactions and Communication
    Abstract This post explores how Fragment Telegram and the TON Blockchain have combined to redefine digital transactions and secure communications. We delve into their history, core features, and practical use cases and examine both technical challenges and future trends. By integrating blockchain technology with a popular messaging platform, these innovations pave the way for a decentralized, user-centric ecosystem that prioritizes security, low fees, and financial autonomy. This comprehensive overview utilizes in-depth technical analysis and multiple authoritative sources to help developers, blockchain enthusiasts, and everyday users understand the potential of these groundbreaking platforms. In today’s fast-paced digital era, secure communication coupled with seamless financial transac…  ( 8 min )
    We're Building EComToken — Looking for Devs & Community Support!
    Hey Dev community! We’re currently building EComToken, a custom ERC20 token designed for decentralized, trust-first commerce. Transaction fee engine Merchant whitelisting Blacklist protection Snapshot + pause logic Planned on-chain escrow system We’re at the early stages and looking to grow: Developer contributors Community testers Open-source supporters Auditors or reviewers Anyone excited about secure payments in Web3! If you’re into Solidity, React/Next.js, or want to collaborate on something impactful — we’d love to connect. GitHub repo, token address, and roadmap coming soon! Let’s build together. Drop a comment or DM if you’re interested. web3 #solidity #ethereum #opensource #smartcontracts #ecomtoken  ( 3 min )
    How to Implement OAuth2 Client Credentials Flow in Kotlin
    Introduction Implementing OAuth2 client credentials flow using Spring WebClient and Spring Security can sometimes lead to challenges, especially when debugging errors like a 500 Internal Server Error. In this article, we will explore the details of setting up the OAuth2 client credentials flow in Kotlin. Whether you’re working on a microservices architecture or a standard application, implementing OAuth2 correctly is crucial for secure API access. Understanding OAuth2 Client Credentials Flow The OAuth2 client credentials flow is used when applications need to authenticate to access their infrastructure, such as backend services. Unlike the authorization code flow typically used in user authentication, the client credentials flow does not involve user interaction. It requires just the clien…  ( 5 min )
    Monotone Triangulation. Practical Advice.
    It all started innocently enough. Back in 2009, I just wanted to port Earcut to Flash for a mini-game I was working on. And honestly? It worked — for a while. But over time, I realized that simple solutions tend to fall apart the moment you try to push them to their limits. That’s when I dove into the theory - digging through research papers, YouTube tutorials, and whatever else I could find. One of the most helpful resources was a book by A.V. Skvortsov. Eventually, I landed on the classic approach: decomposing a polygon into monotone pieces. It seemed obvious. And oh - I hit every possible wall while trying to make it work. The first big insight? Replace float with int. That alone got me almost there. But the algorithm was still fragile. Really fragile. Self-intersections, collinear edge…  ( 7 min )
    The only 7 Projects That Makes You Better at Docker
    Docker isn’t just about running containers. It’s about understanding how systems work, why things break, and what to do next. Most tutorials give you commands to copy paste. This guide gives you projects to learn from, backed by theory and real-world context. By the end, I’ll share a secret most Docker experts won’t tell you a way to master it faster. Let’s start. Build a Multi-Container App with Docker Compose Modern apps rely on multiple services (like a web server, API, and database). Docker Compose orchestrates these services, handling networking and dependencies. Without it, you’d manually start each container and connect them a recipe for errors. The Code: # docker-compose.yml version: '3' services: web: image: nginx:alpine ports: - "80:80" …  ( 6 min )
    🚀 Como Configurar o Java 8 no IntelliJ IDEA — Guia Completo com Imagens
    Neste mini guia, compartilho o passo a passo que uso para configurar o Java 8 no IntelliJ, com capturas de tela e dicas para evitar erros comuns. Pré-requisitos IntelliJ IDEA instalado (Community ou Ultimate) Java 8 (JDK 1.8) já baixado e instalado no sistema Projeto Java criado ou em criação Etapa 1: Adicionando a JDK ao IntelliJ Vá em File → Project Structure (ou pressione Ctrl + Alt + Shift + S) Em Platform Settings, clique em SDKs Clique no botão "+" e selecione o diretório da JDK 1.8 Dê um nome claro como Java 1.8 ou JDK 8 Etapa 2: Definindo a JDK no Projeto Ainda na tela de Project Structure, vá em Project Settings > Project Selecione Java 8 no campo Project SDK No campo Project language level, escolha 8 - Lambdas, type annotations, etc. Etapa 3: Validando a Configuração Crie uma classe de teste com: `java Rode o projeto com Shift + F10 e veja se está tudo funcionando normalmente. Veja as imagens passo a passo no guia original com ilustrações detalhadas: https://www.blogdokdsti.com.br/2025/05/configurar-java8-intellij-idea-guia-completo.html Dica extra Conclusão Se curtiu o conteúdo, compartilha com outros devs ou comenta aqui embaixo como foi sua experiência! 👇 https://www.blogdokdsti.com.br/2025/05/configurar-java8-intellij-idea-guia-completo.html  ( 4 min )
    Local PDF Parsing with AWS Textract & Python (Part 1)
    ✍️ Introduction Throughout my experience working with clients from domains like healthcare, insurance, and legal, I often found myself curious about how certain backend document workflows functioned, especially in healthcare. While supporting these systems, I’d often get paged for incidents related to PDF pipelines: upload failures, script errors, or extraction gaps. At that stage, like many in support roles, we’re limited to handling outcomes rather than building or understanding the full solution. Over time, as we gain more experience, build trust, and make people feel confident in our abilities, we gradually get the opportunity to be part of architecture discussions and solution design conversations. But that curiosity about how these pipelines actually work — from PDF upload to raw t…  ( 5 min )
    Building a Reusable Table Component in Angular
    In this tutorial, we'll create a flexible and reusable table component in Angular that supports dynamic columns, data binding, and custom actions. Table will support sorting, filtering and can be extended to support other features. Let's break it down step by step. What will we do in this tutorial? Basic Table Structure without Actions Extend component to support actions Enable component to enable/disable actions based on table data row Extend component to support sorting Before we begin, ensure you have an Angular project set up. If not, follow these commands to create a new Angular project: npm install -g @angular/cli ng new my-app cd my-app ng serve --open Once your Angular application is set up, you’re ready to proceed. Let's start with creating a basic table structure: 1. First, defi…  ( 8 min )
    Exploring GitHub Sponsors: Global Impact and Future Funding Innovations
    Abstract: This post dives into the evolution and global expansion of GitHub Sponsors and its impact on funding open-source projects. We examine its inception, supported countries, technical challenges, and how blockchain innovations and alternative funding models are shaping the future of open source development. From core benefits and practical use cases to potential hurdles and forward-looking trends, this article provides a comprehensive overview for developers, project maintainers, and tech enthusiasts alike. In today's dynamic digital ecosystem, open-source software remains a cornerstone of innovation. Platforms like GitHub Sponsors have revolutionized the way developers and contributors secure financial support. Initially launched in May 2019 within the United States, GitHub Sponsor…  ( 9 min )
    Rust Essentials: How to Set Up Your Development Environment
    In the previous article, we uncovered the power of Rust and explored its fundamental concepts. But theory alone isn’t enough — it’s time to get our hands dirty! In this article, we’ll walk you through setting up your local Rust development environment and writing your very first program. Let’s dive in and bring Rust to life on your machine! Rust offers an exceptional toolchain manager called rustup to simplify your development experience. Pair it with a reliable code editor or an integrated development environment (IDE) for a seamless and efficient coding journey. rustup What is rustup? It’s the official command-line tool for installing and managing Rust versions along with its essential tools, such as rustc, cargo, and documentation. With rustup, keeping your Rust environment up-to-da…  ( 6 min )
    How to Fix 'Line 5 Expecting Identifier' Error in Lua?
    Introduction If you're encountering the error message "Line 5 Expecting Identifier" while attempting to run your Lua obfuscator, you're likely having trouble with how you've structured your code. Understanding the error message can help you fix it and get your obfuscator working correctly. In this article, we'll delve into the root causes of this error, step-by-step solutions, and ways to improve your Lua code for better functionality. Understanding the Error The error you're seeing is due to incorrect syntax in your Lua script. Specifically, this error message suggests that the Lua interpreter has encountered a piece of code it doesn't know how to interpret, often due to misspelled keywords or improper use of operators and functions. In your case, the use of wait() was typed with an upper…  ( 4 min )
    Day 17/ 30 Days of Linux Mastery: Grep Command
    Table of Contents Introduction What is grep? Core grep Commands Real-World Scenario: Using grep Commands Conclusion Let's Connect Welcome back to day 17!. Today, we are talking about a core command in Linux, the grep command. When I think of grep I simply think of a filter. If you have ever needed to search for a word inside a file, filter logs, or analyze output from a command, grep is your go-to tool. Let’s get into it! grep? grep stands for Global Regular Expression Print. It searches for lines in a file or input that match a given pattern and prints them out. You can use it to: Search through config files Analyze logs Combine it with other commands to extract exactly what you need grep Commands Before we list the core grep commands, here is the basic syntax; grep [options]…  ( 4 min )
    Learning Elixir: Named Functions
    Named functions represent the foundational building blocks in Elixir's modular architecture, providing structure, organization, and reusability to your code. Unlike anonymous functions, named functions are defined within modules and can be referenced by their name, making them essential for building maintainable applications. This article explores the fundamentals of defining and using named functions in Elixir. Note: The examples in this article use Elixir 1.18.3. While most operations should work across different versions, some functionality might vary. Introduction Defining Named Functions Function Clauses and Pattern Matching Public vs Private Functions Default Arguments Guards in Functions Documentation and Typespecs Module Attributes Best Practices Conclusion Further Reading Next Ste…  ( 13 min )
    Why You Should Care About the Agent2Agent (A2A) Protocol as a Developer
    AI agents are no longer science fiction. We're moving fast toward a world where intelligent agents assist in everything from customer service and infrastructure orchestration to dev workflows and automated research. These agents aren’t monoliths—they're modular, specialized, and increasingly autonomous. But there’s a problem: Each one is often trapped in its own framework or API, with no standardized way to talk to others. That lack of interoperability is a major blocker to scaling truly useful, distributed AI systems. That’s where the Agent2Agent Protocol (A2A) steps in—and if you're a developer, now is the time to start paying attention. 🧠 What Is the A2A Protocol? It defines a standard interface for task negotiation, capability discovery, status updates, and result delivery between age…  ( 4 min )
    Deploying and Exposing Go Apps with Kubernetes Ingress, Part 1
    Kubernetes is the go-to tool for managing containerized apps. While Services expose apps, they lack advanced traffic control. Ingress fills this gap with features like path-based routing, SSL, and load balancing. In this tutorial, we’ll explore Ingress and build a hands-on project using Go, Docker, and Kubernetes. In Kubernetes, Ingress is an API object that manages external access to services, typically for HTTP/HTTPS traffic. It functions as a reverse proxy, load balancer, and traffic router, defining rules to direct requests to different services based on hostnames, paths, or other HTTP parameters. Unlike Kubernetes Services, which expose applications internally or externally using simple port mappings, Ingress offers a more advanced layer for managing web traffic, making it ideal for m…  ( 8 min )
    سیر تا پیاز قیمت‌گذاری سیم‌کارت 0912 (سیم‌کارت ارزشمند خود را ارزان نفروشید!)
    اگر شما هم یک سیم‌کارت 0912 دارید و به فکر فروش آن افتاده‌اید؛ احتمالا این سؤال برایتان پیش آمده است که چگونه می‌توانید سیم‌کارت ارزشمند خود را به بهترین قیمت بفروشید. ما درک می‌کنیم که این تصمیم ممکن است برای شما کمی چالش ‌برانگیز باشد. به این دلیل که که قیمت‌گذاری صحیح، نقش حیاتی در تضمین سود شما دارد. این مقاله راهنمای جامعی برای شماست تا با مطالعه آن، بهترین توصیه‌ها را برای قیمت‌گذاری سیم‌کارت 0912 و فروش آن به بالاترین قیمت به دست آورید. سیم کارت 0912، یک دارایی ارزشمند و سود آور بررسی عوامل تأثیرگذار بر قیمت‌گذاری سیم‌کارت 0912 کد سیم‌کارت: کد سیم‌کارت، اولین عدد بعد از پیش شماره 0912 است و تأثیر زیادی بر ارزش آن دارد. سیم‌کارت‌های با کدهای پایین‌تر (مانند کد 1، 2 و 3) معمولا ارزش بیش‌تری دارند؛ زیرا نشان‌ دهنده قدیمی‌تر بودن سیم‌کارت و اعتبار بیش‌تر آن هستند. در مقابل، سیم‌کارت‌های…  ( 7 min )
    Java
    A post by Sumit Kumar  ( 2 min )
    What makes you a programmer?
    If you think about it, it is a very difficult question. What makes someone a programmer? Is there some kind of specific thing you should know or do in your day-to-day life to be called a programmer? Are you a programmer if you know a specific programming language or two, and to what extent? When you learn how to code, when is the line after which you start to call yourself a programmer? Do you need all these tools, terminals and IDE’s to be a programmer? How many projects should you finish before you can put this badge on yourself? Do you really need to know how to solve Leetcode problems or how to proceed with system design and algorithms? I can’t find the answers to all these questions, to be honest. It seems like everyone treats this term in their own way, it means different things to d…  ( 4 min )
    How to Migrate Oracle Flyway Scripts for H2 Database
    Introduction When working with multiple database systems, such as Oracle and H2, developers often face challenges during migrations. This article tackles a common issue: migrating Oracle Flyway scripts that contain database-specific syntax, such as PCTFREE and PCTUSED, which H2 does not recognize. Understanding how to handle this situation can streamline your testing and deployment processes. Why does the Issue Happen? Using Oracle-specific syntax in Flyway migration scripts can lead to errors when executing these scripts against an H2 database. The H2 in-memory database is often set to operate in compatibility mode using a JDBC URL like jdbc:h2:mem:testdb;MODE=Oracle. However, this only covers certain features and does not support all Oracle extensions or syntax. The statements PCTFREE an…  ( 5 min )
    The Downsides of Apache License 2.0 & Why to Consider Alternatives Like OCTL
    Abstract: This post delves into the challenges faced by developers when using Apache License 2.0, including GPL incompatibilities, onerous documentation, and legal pitfalls in patent clauses and contributor license agreements. We explore the benefits of the emerging Open Compensation Token License (OCTL) as an innovative alternative that leverages blockchain technology and NFTs to create a fairer, automated open-source ecosystem. Through a detailed background, comparison table, bullet lists, and practical examples, this article provides a comprehensive look at how OCTL addresses the downsides of Apache License 2.0 and paves the way for sustainable open-source development. If you have ever dug into the nitty-gritty of open-source licenses, you probably know that not all licenses are create…  ( 8 min )
    How does a Leadership and Motivation Plan help in managing teams?
    A Leadership and Motivation Plan is a comprehensive strategy designed to help leaders effectively manage their teams by inspiring, guiding, and supporting them. This type of plan integrates leadership techniques with motivation principles to create a workplace environment where individuals are engaged, productive, and committed to the organization’s goals. When implemented correctly, it leads to improved team performance, enhanced morale, and stronger employee retention. A Leadership and Motivation Plan serves as a roadmap that outlines how leaders should communicate expectations, build trust, and encourage consistent performance from their teams. It provides a structured approach for leaders to cultivate a positive work culture, align team goals with organizational objectives, and ensure…  ( 4 min )
    🕸️ Web Dev Demystified: From HTML He**ck** to AI Magic (No, Really!)
    Hey Dev.to! Last time I ranted here, it was about 🧠 AI, Neural Networks & CNNs. You all seemed to appreciate cutting through the noise. And today? We're diving headfirst into Web Development. If terms like HTML, CSS, JS, MERN, React, Next.js, frameworks, and libraries make your head spin, you're in the right place. We're going to unpack it all, clearly and simply. No jargon-filled detours. Ready to make sense of the web dev landscape? Let's go! 🚀 Think of building a website like building a house. These three are your non-negotiables: HTML (HyperText Markup Language): The Skeleton 🦴 What it is: The structure. HTML tells the browser what content is: "This is a heading," "This is a paragraph," "Here's an image." It's the blueprint defining rooms and doorways. Why it matters: Every webs…  ( 6 min )
    A Mathematical World based retro game built entirely by AI #AIDLC
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! I built a mathematics inspired retro game based solely on text and ascii art. This game revolves around a student who accidentally stumbles to the world of mathematics and how he survives the world. https://preview-cfbdcc21--equation-quest-saga.lovable.app/ https://github.com/Master5401/equation-quest-saga I used Amazon Q to constantly refine and factor the code. Each time it gives a demo I refactor it and make each iteration more better than the last one. By this way I used AIDLC methods to completely develop my game using AI.  ( 3 min )
    ⚔️ The Status Rebellion: An Epic Game About HTTP Codes
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! I created a game using HTML, CSS, and JavaScript called The Status Rebellion, with the goal of teaching HTTP status codes in a fun, interactive, and visual way. The player must drag cards representing each status into a central trap, where unique effects are triggered based on the meaning of each code. During the game, players can test their knowledge with 14 examples of HTTP codes, having only 3 lives — or, if they prefer, they can skip a card and move on to the next. The game features a retro look, soundtrack, animations, and simple mechanics that make learning more engaging. To complement the project, I created a video that tells the story behind the game and shows how tools like Amazon Q …  ( 4 min )
    From Developer to AWS Solutions Architect: Bridging the Skills Gap
    Before diving into training, it’s essential to know what the Solutions Architect does day-to-day: Requirements Gathering High-Level Design Proof of Concept & Prototyping Cost Optimization Governance & Security Documentation & Communication 2. Mapping Developer Skills to Architect Competencies a. Coding & Scripting → Infrastructure as Code Action: Start by converting a simple “Hello World” Lambda function into a CloudFormation template. Use AWS CDK in your preferred language to define an S3 bucket and a Lambda trigger. b. Application Architecture → Distributed System Design Action: Study patterns like fan-out/fan-in with SNS and SQS, event sourcing with DynamoDB streams, and API composition using API Gateway and Lambda. Prototype a simple serverless web app: React fr…  ( 5 min )
    Introducing QitOps: A Unified CLI for API, Performance, and Security Testing
    What is QitOps? QitOps is a command-line tool for software testing — built to unify API, performance, security, and web testing workflows into a single, Rust-powered CLI. If you've ever juggled Postman collections, k6 scripts, custom curl chains, or browser test wrappers, QitOps is meant to replace that chaos with a clean, structured, extensible CLI. As someone who’s worked in QA and dev automation for nearly two decades, I’ve seen the testing ecosystem get increasingly fragmented. We use one tool for APIs, another for performance, yet another for security... then we stitch them together with shell scripts and cross our fingers. I wanted a tool that: Runs everywhere (local, CI, offline) Has zero GUI dependency Uses JSON/YAML for clean, repeatable test configs Works for QA engineers and D…  ( 4 min )
    Sustainable Funding for Open Source: Navigating Challenges and Emerging Innovations
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    What Learning to Code Taught Me About Life (That Therapy Didn’t)
    I didn’t expect learning to code to feel like therapy. I remember the first time I started learning how to code. I was 17 years old, wide-eyed and full of curiosity. I remember watching Corey Schafer’s Python playlist over and over again like it was a sacred text. Here’s the link if you wanna check it out. Doesn’t it say a lot about life, that I went from a 17-year-old kid who had never even touched code, to a full-on software engineering undergraduate, cybersecurity engineer, and freelancer in both fields? But it doesn’t end here. Not even close. In fact, I feel like I’m just getting started. Because the tech world never stands still, and neither will I. Because this path I’m on? It’s not a sprint. It’s not a straight line. It’s a lifelong climb, and the summit keeps moving. So no, this isn’t the end. Join me on this path. 📬 Subscribe for more at: azizontech  ( 5 min )
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    From Paperwork to Performance: Why HR Systems Matter More Than Ever
    Managing employees used to mean piles of paperwork, manual files, and hours spent on tracking attendance, payroll, and hiring. For many growing businesses, this old way of working still causes delays, mistakes, and frustration. In today’s fast-moving world, outdated HR methods just don’t work anymore. That’s where a Human Resource Management System (HRMS) comes in. It’s not just software—it’s a smarter way to manage your people. From storing employee records to automating payroll and tracking performance, an HRMS takes care of routine tasks so your HR team can focus on real results. In 2025, businesses are not just looking to manage their workforce—they want to improve productivity, support employee growth, and make better decisions. An HRMS helps you do exactly that. Whether you have 10 e…  ( 11 min )
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    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! A retro-style graphical demo (or app) featuring: A bouncing sprite Waveform visualizer synced to music A rotating starfield effect Interactive controls (keyboard input for color/audio changes) demo video link refer :- https://github.com/24nivetha/-the-Amazon-Q-Developer-Quack-the-Code-Challenge-/blob/main/Code%20Your%20Own%20Retro%20Fun!-VEED%20(1)%20(1).mp4 https://github.com/24nivetha/-the-Amazon-Q-Developer-Quack-the-Code-Challenge-/blob/main/amazon%20q%20code%20challenge.py I started with a rough idea: I wanted to create a 90s-inspired graphical demo with starfields, sprite animations, and music sync. Instead of Googling for hours or digging through Stack Overflow, I described each element to Amazon Q Developer in plain English — like:"Generate a Python function that simulates a rotating starfield using trigonometry." Amazon Q immediately gave me usable code with clear structure. That let me prototype fast without losing creative momentum. "Generate a Python function that simulates a rotating starfield using trigonometry." Amazon Q immediately gave me usable code with clear structure. That let me prototype fast without losing creative momentum.  ( 3 min )
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    Sustainable Funding for Open Source: Securing the Future of Collaboration
    Abstract: Open source software forms the technological backbone of today’s digital world. However, funding its development and maintenance poses unique challenges. This blog post explores the background, models, and future outlook for sustainable funding in open source. We explain approaches such as corporate sponsorship, non-profit foundations, crowdfunding, subscription models, government grants, and commercialization. In addition to examining practical use cases and challenges, we take a deep dive into emerging technologies like blockchain as innovative paths for stable open source funding. This article is enriched with tables, bullet lists, and curated backlinks to further reading from authoritative sources. Open source software (OSS) empowers innovation by allowing developers from …  ( 8 min )
    Building A Secure AI App Store: The Future of Privacy and Innovation
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    Rust or Zig: The Battle for the Future of Systems Programming
    In today's rapidly changing programming world, Rust and Zig are the hottest topics. Both modern, low-level programming languages exist mainly to address shortcomings in older systems programming languages like C and C++. But which one would you choose to learn in 2025? Is Zig a competitor to Rust, or does it remain the reigning champion? We will discuss their pros and cons and their best use cases. The Rise of a New Competitor But now, there comes a new competitor: Zig. Lightweight and flexible, it's not going unrecognized by the low-level developers with its focus on manual memory management, compile-time safety, and minimal run-time overhead. With this adoption trend, that question arises among many of how true this is: ''Is Zig a real competitor to Rust?'' Hence, in the following article, we shall compare Rust and Zig, note significant differences, and possibly help you decide on which of the two you are planning to learn in 2025. Why is Rust So Popular? 1. Memory Safety Without a Garbage Collector 2. Fearless Concurrency 3. Performance on a Par With C and C++ Rust provides zero-cost abstractions that allow a high level of expressiveness in writing programs while incurring little or no run-time overhead. In many cases, Rust is as fast as or faster than C/C++. 4. A Thriving Ecosystem and Strong Tooling Rust Uses and Applications For massively scalable applications, Rust fits the bill. The flip side of such scalability would certainly be a lot of complexity, and this is where Zig fills the void. The Minimalist Challenger: Zig Unlike Rust's expensive and stringent powers with sections for systems programming, Zig is strictly minimalist and performance-optimized with no specific automated memory management. Read more....  ( 4 min )
    Two Worlds, One Goal: Creating Balance.
    Now this... this is where the real battle began. On one side, Blockchain Development — a world of code, decentralization, and smart contracts. Forex Trading — candles, charts, patterns, and pips. So where do I go from here? At first, it was chaos. I’d be deep in writing a smart contract in Solidity, then moments later, I’d find myself back on TradingView, analyzing XAU/USD like my life depended on it. My mind was constantly bouncing between gas fees and candlesticks. I knew something had to give — this back-and-forth was draining my focus, and if I kept going like that, I’d end up mastering neither. So I paused. “How do I fix this?” After some much-needed clarity, I narrowed it down to three options: Quit trading and go all-in on tech. Quit tech and go all-in on trading. Find a way to make…  ( 4 min )
    5 Killer Habits: Be A Rebel- A Manifesto for the Modern Maverick
    What happens when you have qualms about the conventional thinking? You challenge the norm and become a rebel with purpose. www.wedidit.in or your favourite bookstore. 5KillerHabits #BeARebel #SreeKrishnaSeelam #SelfGrowth #MindsetShift #wedidit  ( 3 min )
    Why is Visual Studio Code Warning About OpenCV Version?
    In this article, we'll explore a common warning encountered in Visual Studio Code when attempting to print the version of installed packages, specifically OpenCV. Many developers face similar issues while running scripts to check versions of libraries, such as PyTorch, NumPy, and OpenCV. Let's dive into why this warning appears and how you can resolve it or suppress it effectively. Understanding the Warning from Visual Studio Code When you run the script provided: ## --------------------------------------------- ## Installed package version information ## --------------------------------------------- ## Importing modules import torch import torchvision import numpy as np import cv2 ## Printing version information for each package print(f'torch v.{torch.__version__}') print(f'torch…  ( 5 min )
    The Ultimate 5-Step Guide: Mastering Ethical Hacking Techniques for Security
    Introduction In today’s digital landscape, where cyber threats loom larger than ever, understanding and implementing robust cybersecurity measures is paramount. According to a report by Cybersecurity Ventures, global cybercrime costs are projected to reach $10.5 trillion annually by 2025, up from $3 trillion in 2015. Among the most effective strategies is ethical hacking. This proactive approach involves simulating real-world attacks to identify vulnerabilities and strengthen defenses. Our comprehensive 5-step guide will equip you with the knowledge to master ethical hacking techniques and build unbreakable security. We will explore the types of ethical hacking techniques, the importance of ethical hacking, the phases of ethical hacking, and the crucial role of ethical hacking in cybersec…  ( 7 min )
    Stop Wasting Dev Time on UI Tweaks – Baloon.dev Just Got Smarter (And It’s Going Open Source)
    Stop Wasting Dev Time on UI Tweaks – Baloon.dev Just Got Smarter (And It’s Going Open Source) If you’ve ever been pulled off real work to fix padding or update button text… this is for you. I’m building Baloon.dev — a tool that helps tech founders, product managers, and even designers edit code directly on GitHub using simple prompts. No setup. AI-powered. All changes go through Pull Requests. And with Change Log v2.3, we’ve added new features and a sneak peek at something big: 🚀 What’s New in v2.3? Perfect if you want to test the experience before trusting it on your own project. 👉 Try the sample project 🔸 JIRA Integration (yes, really) No engineers required. 🔸 Improved AI Chat & Code Search "Make this button blue on hover" …are more accurate and instant. 💡 Why We Built Baloon Baloon is designed to: ✅ Let non-devs handle minor changes 🛠️ Open Source Sneak Peek It’ll let you: Run locally or self-host Connect to your own GitHub repos Use the same AI-powered editing interface Contribute or extend features as needed 👀 Want early access or to contribute when we launch? Drop a comment or star BaloonDev on GitHub (coming soon). 🙌 We’re Building in Public You can follow updates on X/Twitter or reach me directly here. TL;DR Baloon now supports JIRA, sample project testing, and smarter AI Open source version coming soon Let’s stop wasting dev time on things AI can handle 👉 baloon.dev  ( 4 min )
    What Is Vibe Coding and How Will It Change the Developer's Role?
    Imagine, instead of typing lines of code from scratch, writing the software with your needs in whatever natural language and then seeing that fulfilled magically by a powerful AI into fully functional applications. This is essentially vibe coding-a new way of programming software through human intuition, conversation, and collaboration between a human developer and an intelligent assistant. But what really is vibe coding?Where did vibe coding come from? And finally, how does that add up to what it sounds like for the future of developers? Let's jump right into this most generative shift in software development and see how it works, what tools are involved, and the taking of the world for coding ahead. What is Vibe Coding? Simply put, you say what you want in a couple of sentences or even j…  ( 4 min )
    Question: Design changes in my Next.js + Tailwind app do not reflect in production (Vercel)
    I’m building a project using Next.js (latest version) with Tailwind CSS and deploying it to Vercel. The issue is: all design changes (layout structure, visual style updates, etc.) show up perfectly in local development, but they don’t appear at all on the production URL after deployment. Things I’ve tried: git push to main runs without errors. Vercel deployment shows status as “Ready” with no build errors. Forced browser refresh (Ctrl+Shift+R), cleared cache, used incognito mode. Tested on multiple browsers and devices. What could prevent design changes from being reflected in production? I’d appreciate any advice or suggestions. I’ve repeated the steps multiple times and still can’t get the updated design to show live.  ( 3 min )
    How to Fix Cocoapods Error on Macbook Pro M1
    If you're encountering the error message related to Cocoapods on your Macbook Pro M1 after upgrading to Sequoia, you're not alone. Many developers face issues when trying to run Cocoapods due to compatibility problems between the installed Ruby version and certain gems. This article will guide you through understanding why the error occurs and provide step-by-step solutions to fix it. Understanding the Error The error you received: "/opt/homebrew/Cellar/ruby/3.4.3/lib/ruby/3.4.0/psych/class_loader.rb:99:in 'Psych::ClassLoader::Restricted#find': Tried to load unspecified class: Symbol (Psych::DisallowedClass)" usually suggests that the version of Ruby you're using is trying to load a class in a way that is not permitted by the Psych library, which is responsible for handling YAML files in R…  ( 4 min )
    JSON (JavaScript Object Notation): The Universal Data Exchange Language
    In the digital age where apps talk to servers, systems talk to each other, and devices sync data across continents, JSON stands tall as the standard language of communication. Simple in form but powerful in function, JSON is a foundational technology in software development, used across web, mobile, IoT, AI, databases, and cloud platforms. Let’s break down JSON from theory to real-world practice, with examples and project-level applications. JSON (JavaScript Object Notation) is a lightweight text-based format for representing structured data. Despite its name, JSON is language-agnostic, and supported natively or via libraries in virtually all programming languages. JSON Data Types: Strings: "John" Numbers: 25, 3.14 Booleans: true, false Objects: { "key": "value" } Arrays: [1, 2, 3] Null: n…  ( 5 min )
    Cloud Service Types: IaaS, PaaS, SaaS
    Cloud computing isn't simply a catchphrase in today's digitally first society; it's the foundation of contemporary company operations. The cloud makes speed, size, and cost-effectiveness possible for everyone from start-ups releasing mobile apps to multinational corporations overseeing operations worldwide. However, "the cloud" isn't a universally applicable answer. Different kinds of cloud services are available, depending on what you're building and how much control you desire. Let's dissect them. 1. Infrastructure as a Service (IaaS) What User Manages: What the Provider Manages: Use Cases: Examples: Ideal for: Developers and system administrators who want flexibility without managing hardware. 2. Platform as a Service (PaaS): What User Manages: What the Provider Manages: Use Cases: Examples: Ideal for: Developers who want to build applications quickly without worrying about backend setup. 3. Software as a Service(SaaS): What User manages: What the Provider Manages: Use Cases: Examples: Ideal for: End-users or businesses who want to use powerful software without installing or maintaining it. What Should You Pick? Choose Infrastructure as a Service (IaaS) if you require total control over your environment. Select PaaS if you wish to concentrate just on development. SaaS is your friend if all you need to do is use an app to get started quickly.  ( 4 min )
    Installing Bun on WSL2 with Homebrew
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    Why is the URL parameter None in FastAPI from Next.js?
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    Building Legal AI Tools: Challenges Developers Need to Know Before Writing a Single Line of Code
    Legal tech is booming, but building for the legal industry comes with hidden technical, ethical, and compliance challenges..here’s what every dev should understand before jumping in. So you want to build the next AI tool that revolutionizes law? Great!!legal professionals need better, faster tools. But before you start coding your first legal document parser or compliance bot, there are real-world landmines to avoid. Legal data is often highly sensitive and subject to strict confidentiality rules (think attorney–client privilege or court-sealed documents). Scraping, storing, or even training on this kind of data without safeguards could expose you and your users to legal risk. Also, when your AI outputs a compliance decision (e.g., GDPR audit findings or AML flags), you're not just providing a "suggestion", you may be influencing legal liability. Many jurisdictions require explainability, auditability, and even human-in-the-loop systems. Legal language is dense, full of nuance, and jurisdiction-dependent. Two identical phrases may have opposite meanings depending on where and how they appear. Of course, you know there are already APIs and frameworks built for legal applications. Don’t reinvent the wheel. Legal professionals are risk-averse by design. They value clarity, documentation, and accuracy over speed. Your app’s UX must reflect that. If they can’t trust it, they won’t use it, no matter how smart it is. Are you building legal tech tools? What challenges have you run into? Drop a comment or connect—let’s push the future of legal AI forward, together.  ( 3 min )
    Understanding Computers: A Beginner’s Guide to Digital Brains
    In today’s fast-paced digital world, the word computer is practically everywhere. From schools and offices to entertainment and healthcare, computers have become essential tools in our daily lives. But what exactly is a computer? How does it work? And why is it often called a “digital brain”? If you’ve ever asked yourself these questions, you’re in the right place. At Tpoint Tech, we believe that understanding technology is the first step toward using it effectively. In this guide, we’ll break down the core components of a computer, explain how it functions, and help you see why this machine is such a vital part of modern life. At its core, a computer is an electronic device that processes data and performs tasks based on a set of instructions, called a program. Unlike humans, who use brai…  ( 5 min )
    Mastering Azure Load Balancers: Your Step-by-Step Journey to Efficient Traffic Management
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    Does Junie Create Accessible Android Apps?
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    Ship Faster: 64 Notion Templates for Next Startup Goals
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    uniapp开发HarmonyOS NEXT应用之项目结构详细解读
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    Why conceptual skills belong on your resume in 2025 (and how to showcase them)
    🚀 Whether you're a developer, product manager, or tech lead—conceptual skills are quickly becoming essential across the board. They're no longer just for C-suite roles. In today’s evolving tech ecosystem, employers are not just hiring coders. They’re hiring thinkers—people who can: Connect the dots between problems and innovation Make strategic decisions under uncertainty Lead with vision, not just execution Conceptual skills refer to the ability to understand abstract ideas, identify patterns, and think strategically. These skills allow you to approach problems from a high-level perspective and innovate beyond your job description. In tech, this translates to things like: System-level thinking Product roadmap alignment Anticipating business and user needs Strategic thinking: Proposing long-term solutions that scale with user growth Problem solving: Identifying bottlenecks in dev workflows before they cause downtime Innovation: Building tools that solve not only today’s but tomorrow’s challenges In 2025 and beyond, job roles are evolving faster than ever. What sets candidates apart isn’t just technical skill—but how they think. “The best developers are those who can see beyond the code.” — Anonymous Tech Recruiter That’s why resumes showcasing conceptual skills often land on the top of the pile. ✅ Use outcome-based bullet points ✅ Highlight cross-functional thinking ✅ Show how your decisions impacted the bigger picture We’ve published a deep dive into the top conceptual skills for 2025, complete with examples and formatting tips, on InstaResume.io. 👉 Read the full blog here for more insights: [https://instaresume.io/blog/what-are-conceptual-skills) If you're updating your resume soon, don't miss this guide—it’s designed to help your resume not just get seen, but get remembered. Tags: #careerdevelopment #resumetips #softskills #techcareer #leadership #jobsearch #instaresume  ( 3 min )
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    Building MarkdownResume.app: My Journey Creating an Open Source Tool for Job Seekers
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    How to Change Code Snippet Selection in VS Code for C#?
    Introduction If you've found yourself frustrated while working with C# in Visual Studio Code (VS Code) due to the code snippet selection issue, you’re not alone. In VS Code, when you type a snippet, it often appears as the second option so pressing Tab doesn’t automatically select it. This article aims to guide you through how to better manage code snippets in VS Code, specifically for C# development, helping you work more efficiently. Why Code Snippet Selection Issues Occur When you type in VS Code, the editor matches snippets you might want to use, showing them in a suggestion list. The issue arises when your desired snippet isn’t the first suggestion. This can happen if there are multiple entries that match what you’ve typed or if there's a lack of specificity in your input. This can sl…  ( 5 min )
    Why java don't have her own Pandas and numPy Libraries??
    I see that Panadas made the Python. If you know alternative Libraries to Pandas and NumPy tell me. and tell me if they are strong as python ones or not ??  ( 2 min )
    duq duq goose!
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line What I Built Dreading docstrings? Tired of writing boilerplate README files? Wish you could automate those tedious development tasks? Meet duq CLI (Developer Utility with Q) - a command-line tool that supercharges your development workflow by leveraging Amazon Q to handle the boring stuff. duq CLI wraps the Amazon Q CLI with specialized prompt templates to automate common development tasks like: Generating comprehensive README files for your projects Adding proper docstrings to your code files Creating test cases for your functions Suggesting code refactoring improvements Performing security analysis on your codebase The best part? It maintains a backup system that lets you re…  ( 4 min )
    How to Fix Flutter 'checkDevDebugAarMetadata' Error?
    When developing a Flutter application, you might encounter an error related to the checkDevDebugAarMetadata task, indicating that your project is using an outdated compileSdkVersion. In your case, the dependencies are asking for at least compileSdkVersion 34, while your project is currently set to 33. This discrepancy can lead to compilation failures when integrating newer Android libraries into your Flutter app. Let’s discuss how to resolve this issue without losing the functionality of the permission_handler package that you wish to run with compileSdkVersion 33. Understanding the Error The error message you received suggests that several of your dependencies, like androidx.fragment, androidx.activity, and androidx.browser, require at least compileSdkVersion 34. This is because the libra…  ( 4 min )
    DOOM...*rendered* using a single DIV and CSS! 🤯🔫💥
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    100DaysOfCode — Day 17
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    How to Implement Responsive Map Tracking with Accurate Coordinates
    Introduction Implementing map tracking for users can significantly enhance your web application, providing them with interactive routing and navigation features. However, as you’ve encountered, inaccuracies in destination coordinates can lead to frustrating experiences for users. This article will guide you through addressing these inaccuracies and creating a responsive map tracking system that effectively responds to user inputs. Why Inaccuracies Happen Inaccurate destination coordinates can occur due to several reasons: Geolocation API Limitations: The browser’s geolocation API might provide approximate locations based on IP address rather than precise GPS coordinates. Input Errors: Users may enter their location inaccurately, leading to routing inconsistencies. Map Services: The map ser…  ( 4 min )
    Serial API for Low-Level Device Communication
    Serial API for Low-Level Device Communication: An In-Depth Technical Guide Introduction With the rapid evolution of the Internet of Things (IoT) and the growing demand for web-based control systems, the need for effective low-level device communication has surged. The Serial API—part of the Web Serial API specification—enables JavaScript applications to communicate with serial devices, opening up a new world of possibilities for web developers. This article delves deep into the historical context, technical intricacies, edge cases, and real-world applications of the Serial API, providing invaluable insights for senior developers. Serial communication has its roots in the early days of computing. The first serial devices, such as modems and printers, utilized protocols like RS-…  ( 6 min )
    Unhandled Runtime Error ChunkLoadError
    Hello, FROM node:23-alpine # Create non-root user with configurable UID/GID ARG USER_ID=999 ARG GROUP_ID=995 RUN addgroup -g ${GROUP_ID} appuser && \ adduser -S -u ${USER_ID} -G appuser appuser WORKDIR /app COPY package*.json ./ # Install dependencies as root first RUN npm install -g npm@latest && \ npm install --legacy-peer-deps # Create .next directory with correct permissions RUN mkdir -p /app/.next && \ chown -R ${USER_ID}:${GROUP_ID} /app/.next COPY --chown=${USER_ID}:${GROUP_ID} . . # Ensure proper permissions for node_modules RUN chown -R ${USER_ID}:${GROUP_ID} /app/node_modules USER ${USER_ID} EXPOSE 3000 CMD ["npm", "run", "dev"] I get the following error when opening some pages: The website uses React as the frontend and Laravel as the backend. How to solve it? Thank you.  ( 3 min )
    Getting Started with Content Automation Workflow Pro: The Ultimate Guide to AI-Powered Content Generation
    Get Content Automation Workflow Pro here Creating consistent, high-quality content across multiple platforms is one of the biggest challenges for marketers today. From researching topics and writing blog posts to designing thumbnails and crafting platform-specific social media updates, the process can take hours—if not days—of valuable time. Content Automation Workflow Pro changes all that. This powerful AI-driven system transforms your content creation process by generating complete content packages with just one command. In this comprehensive guide, I'll walk you through everything you need to know to get started and make the most of this revolutionary tool. How to set up Content Automation Workflow Pro on your system Creating your first AI-generated content package Understanding the out…  ( 8 min )
    Secure by design in Python: A FastAPI app with 5 DevSecOps tools and a real time SSTI vulnerability remediation
    🌟 Introduction Security should not be an afterthought in software development. Instead, it should be a core principle baked into your design, code, and CI/CD workflows. https://github.com/trottomv/python-insecure-app In this post, we'll walk through: 5 open-source security tools (SCA, SAST, DAST, container scanning, API fuzzing) How they help uncover vulnerabilities How to remediate a real Server-Side Template Injection (SSTI) vulnerability in FastAPI Let's dive in ✨ pip-audit This tool checks for known vulnerabilities in your Python dependencies using safety-db or PyPI advisories. It's simple, fast, and effective. Sample output: jinja2 3.0.0 CVE-2022-XXXXX Template injection possible Remediation: Upgrade the affected package if a patched version is available Pin versions in requirem…  ( 5 min )
    How to Ensure Consistent Model Predictions in PyTorch?
    Understanding Inconsistent Model Predictions in PyTorch When working with deep learning models in PyTorch, it's essential to ensure that model predictions remain consistent regardless of whether the input is a single image or a batch of images. Occasionally, developers observe significant discrepancies in predictions when individual images are processed compared to when they're included in a batch. This article explores why these variations occur and provides guidance on how to achieve consistent model predictions. Why Are Predictions Different? One of the primary reasons for discrepancies in predictions for the same input when processed individually and in a batch relates to certain layers in the model like Batch Normalization and Dropout. Batch Normalization adjusts its parameters based …  ( 4 min )
    🔥 9 - 🛠️ Building a Laravel Admin Panel – Custom Views, Routes & Layout Setup 🚀📁
    🔥 9 - 🛠️ Building a Laravel Admin Panel – Custom Views, Routes & Layout Setup 🚀📁 https://www.youtube.com/watch?v=HFYIjSw6e-g&list=PLeoClvLfcvYohb7dOKgemqg3-cMT6z3IY&index=9  ( 3 min )
    Project made with latest Angular 19 features
    I've embarked on a project that, although simple, has been a challenge. I've built my personal website, resume, and code visible on GitHub. This has been a bit of a challenge, because I knew my code would be visible and analyzed by recruiters. Still, I did it with love and enjoyed the experience. With it, I've had to be a software architect, content creator, project manager, developer, and SEO. Along the way, I've learned and grown. I've seen things I want to take to other projects, and the importance of following the principles of clean code, design patterns, and an architecture that's easy to scale. This project is built with Angular version 19. I use standalone components, computed properties, and effects, as well as rxResource and new features of the framework. For the UI, I used Angular Material, but minimally. The design is simple, designed so that people with visual impairments can use it without problems, balancing color contrast and good visual results. The result is my personal website, which I've been building little by little, and which I'm now sharing with you at www.antonioubedamontero.com. I'm making small improvements, adding features, and polishing what will become my brand image. With enthusiasm and love, like when you're working on a project you feel comfortable with. angular #web-dev #frontend  ( 3 min )
    Building (PWAs) with Vue.js & Ionic
    Are you still shipping traditional web apps that only work online, fail to feel native, or don’t engage users like mobile apps do? Let’s talk about a powerful combo that’s helping devs deliver lightning-fast, offline-ready, installable web apps: Vue.js + Ionic Framework. If you’re aiming to bridge the gap between web and mobile without rewriting everything, this post is for you. PWAs combine the best of web and mobile: Work offline and load instantly (thanks to service workers) Installable to home screens, like native apps Send push notifications Load faster than traditional web apps user attention spans are shrinking and slow apps get uninstalled, PWAs are becoming essential—not optional. ⚙️ Why Vue.js and Ionic Make a Killer Combo 🔧 Vue.js: Lightweight, reactiv…  ( 4 min )
    Code Whisperer Time Machine
    Project: "Code Whisperer Time Machine" Problem Statement 🧠 Concept: Translate it into modern languages (e.g., TypeScript, Python or Go) Use Amazon Q as an AI co-pilot to explain functions, suggest rewrites, and turn old spaghetti code into clean microservices or serverless functions. Solution Overview Key Features & Functionality 💡 AI Commit Whispering: Summarizes the intent behind changes 👁️ Visual Diff Engine: Highlights changes at file, function and logic levels 🔍 Smart Search: Search history by feature, keyword or behavior 🔄 Auto-Documentation: Generates markdown changelogs or inline comments 🧪 Demo Flow: System analyzes it with Q Developer UI shows: Suggested modernized architecture (e.g., serverless + event-driven) User can approve code transformations step-by-step Outputs: Tra…  ( 4 min )
    How to Implement Instance Counters with Class-Level Variables in Ruby?
    Understanding Instance Counters in Ruby In the world of object-oriented programming in Ruby, ensuring that each class maintains its own instance counter is a common requirement. This article explores how to implement instance counters for classes in Ruby using class-level instance variables, as opposed to class variables which are shared among all subclasses. We will tackle the problem of accessing these counters while keeping their setters private, ensuring that they cannot be modified from outside the class hierarchy. Why Use Class-Level Instance Variables? Using class-level instance variables (like @instance_count) allows different layers of a class hierarchy to maintain their own counters. This avoids the pitfalls of class variables (denoted by @@), which are shared across all instance…  ( 4 min )
    ◼️1/100 Block-by-Block: Learning Resources
    One thing I learned about: Web3 data dev resources are few. Web3 data is niche. Developers have a hard time finding material to learn from. After days of research, I found these to be the most hands-on: Primodata guides: https://primodata.org/guides. Kamu Web3 data engineering tutorial: https://kamu.dev/blog/2024-08-28-intro-to-web3-data-engineering/ 🔽🛠️Resources🔽 The following are not about data. They are about Python in Web3. Which is useful for Web3 data: "Web3.py learning resources": https://web3py.readthedocs.io/en/stable/resources.html and Snakecharmers blog https://snakecharmers.ethereum.org/ "Intro to Web3.py": https://www.dappuniversity.com/articles/web3-py-intro PyChain 2022 talks: https://www.pychain.org/agenda  ( 3 min )
    Why UI/UX Matters More Than Ever in 2025
    We’re in 2025. Technology is smarter. Users are sharper. Attention spans? Shorter than ever. And yet, businesses still treat UI/UX as an afterthought. Here’s the truth: The experience you create is your product. Period. No matter how great your code is, if users can’t navigate your site or app effortlessly, they’re gone. Let’s dig into why UI/UX is no longer optional—and how you can use it to stay ahead. That means you have less than the blink of an eye to grab attention. 🔥 Quick Tip: Use bold typography, clear hierarchy, and contrasting CTAs to visually guide users in their first few seconds. With over 70% of global traffic coming from mobile, your interface must be touch-friendly, responsive, and intuitive. 🧠 Resource: Responsive Web Design Basics by Google 📱 Design for thumbs. Think…  ( 5 min )
    How to Learn CSS: A Beginner’s Tutorial with Practical Tips
    CSS tutorial for beginners If you're just starting your journey in web development, learning CSS is one of the most essential steps you'll take. CSS, or Cascading Style Sheets, controls the appearance of your web pages, making them visually appealing and user-friendly. In this CSS tutorial for beginners, we'll guide you through what CSS is, why it's important, and how you can effectively learn it with practical, hands-on tips. CSS stands for Cascading Style Sheets and is used to style and layout web pages. While HTML structures the content, CSS brings that content to life with colors, fonts, spacing, and responsiveness. Whether you're building a simple blog or a complex web app, CSS is a must-have skill. For beginners, understanding CSS can seem overwhelming. However, with the right CSS…  ( 5 min )
    Demystifying AI: A No-Nonsense Guide for Developers
    AI is everywhere—ChatGPT, GitHub Copilot, MidJourney—but what does it actually mean for developers? Let’s cut through the hype and break it down in a way that won’t make your brain melt. 🤖 AI ≠ Magic (It’s Just Math) Neural Networks (fancy curve-fitting) Transformers (attention mechanisms, not the robots) LLMs (Large Language Models) (autocomplete, but smarter) If you’ve ever trained a model, you know it’s mostly: python …and then waiting while your GPU cries. 💡 How Can You Use AI Right Now? Automate Repetitive Tasks – Use AI to generate docs, write tests, or even debug. Build AI-Powered Features – Add chatbots, recommendation engines, or image recognition. 🚀 The Future? AI + Devs = Superpower 🔥 Actionable Takeaway Try fine-tuning a small model (even on Colab). Don’t fear AI—use it. What’s your favorite AI tool for coding? Drop it below! 👇 AI #MachineLearning #Developer #Programming #Tech  ( 3 min )
    DocQA: Japanese Document Question Answering Dataset for Generative Language Models
    https://arxiv.org/pdf/2403.19454 イントロ 関連研究 実験 Yes/no, factoroid, numerical questions, BLEU scoreとかで評価 先行研究との比較は,英語ではないということ,画像数,クエスチョンの数が比較的多いということ  ( 2 min )
    How to Manage Flutter Versions with FVM for Older Projects?
    Managing multiple Flutter versions across different projects can be challenging, especially if you need to maintain older codebases. Using Flutter Version Management (FVM) is the best way to ensure that each project runs on the exact version of Flutter it was developed with. In this article, we’ll explore how to automate the version matching process when using FVM, ensuring your older projects work smoothly. Understanding Why Version Match is Important When working on older Flutter projects, it’s crucial to match the Flutter version specified in the project’s pubspec.yaml file. Flutter’s SDK is continually evolving, which means that code developed with older versions may not work correctly with the latest releases. This situation can lead to issues such as missing dependencies, deprecated …  ( 5 min )
    Source Filmmaker for Programmers: Tips to Maximize Efficiency
    programmers and developers can also leverage SFM to create automated workflows, streamline asset management, and optimize rendering processes. This article will guide you through using SFM as a programmer, with tips to maximize efficiency. SFM offers more than just animation capabilities. For programmers, the tool becomes a playground for automation, scripting, and even integrating game assets. Understanding the potential of SFM from a coding perspective can significantly boost productivity and reduce manual workload. Scripted Animation: Automate repetitive animation tasks. Custom Tools: Develop plugins for specific workflow needs. Data Integration: Use scripts to incorporate game data directly into animations. One of the most significant ways to enhance efficiency in SFM is through script…  ( 4 min )
    🧠🥷Docker MCP Toolkit and Dokcer MCP Catalog (How to use MCP secure and easy (Cline and Cursor))🛡️
    Intro Hello! I'm Ninja Web Developer. Hi-Yah!🥷 I have been studying MCP lately. Tool Poisoning Attacks when using MCP.↓ https://invariantlabs.ai/blog/mcp-security-notification-tool-poisoning-attacks Docker is a good way to solve these problem.↓ 🧠🥷MCP Security (choose safe MCP and check MCP safety)🛡️ On May 5, Docker announced that they released Docker MCP Toolkit and Docker MCP Catalog (Beta) to support MCP!🎉↓ https://www.docker.com/blog/announcing-docker-mcp-catalog-and-toolkit-beta/ Explaining in short, you can discover MCP server by using Docker MCP Catalog. Docker MCP Toolkit. Cursor, VSCode, Windsurf, continue.dev, and Goose with a one-click. Took Poisoning and Tool Rug Pulls. This is the official document of Docker MCP Catalog and Docker MCP Toolkit.↓ https://docs.docker.com/ai/mcp-catalog-and-toolkit/ https://docs.docker.com/ai/mcp-catalog-and-toolkit/catalog/ https://docs.docker.com/ai/mcp-catalog-and-toolkit/toolkit/ Cursor, just push the "Connet" button of Cursor.↓ Cline, set the cline_mcp_setting.json as follows. { "mcpServers": { "MCP_DOCKER": { "command": "docker", "args": [ "run", "-i", "--rm", "alpine/socat", "STDIO", "TCP:host.docker.internal:8811" ] } } } →Hooray! Ready to use MCP!🎉 By using Docker MCP Toolkit and Docker MCP Catalog we can use MCP safer and easier. I hope you will learn something from this post. Thank you for reading. Happy AI coding!🤖 Hi-Yah!🥷  ( 4 min )
    POS Testing Explained: Ensuring Reliability in Retail Transactions
    POS testing involves testing the POS application to ensure it’s ready for market use. The testing environment mimics the real-world retail scenario, and the tester will take the POS system through multiple use cases to see how it holds up to day-to-day usage. Typically, POS software testing takes place at two levels—how it runs transactions at the front end and how the systems work at the enterprise back end. There are three main parts in a POS system architecture: POS terminal: This is the place from which the POS system runs all its functions. Server: This stores all information about the retail unit, including inventory details, product prices, applicable discounts, and more. Any query generated at the main terminal gets transmitted to the server. Processing unit: This processes the req…  ( 7 min )
    What Is the Event Handling Model in Actionscript in 2025?
    Event handling is a crucial component in programming languages, enabling developers to create interactive applications that respond to user input or other events. This article delves into the event handling model in ActionScript as it stands in 2025, providing you with an overview of its fundamentals, updates, and best practices to ensure you make the most out of this dynamic scripting language. ActionScript is a programming language used primarily for developing rich internet applications and animations on the Adobe Flash platform. Over the years, it has evolved to accommodate the growing needs of multimedia developers. Despite the decline in Flash usage, ActionScript remains relevant for niche applications, including enhancements in programs like Adobe Photoshop. In 2025, ActionScript's …  ( 4 min )
    AI in Linux: Powering the Future from the Command Line
    Table of Contents Why Linux and AI Make a Perfect Match Popular AI Tools and Frameworks on Linux Getting Started: Setting Up Your AI Environment Real-Life Cases: How AI Is Used on Linux Tips for Running AI Workloads Smoothly Wrapping Up If you’re into AI, you’ve probably noticed that Linux is the platform of choice for data scientists, researchers, and developers. Why? Because Linux gives you full control, stability, and access to the latest open-source tools. Plus, most AI frameworks are built with Linux in mind, so you get better performance and fewer headaches. Linux is basically the playground for AI experimentation. Here are some of the big hitters: TensorFlow & PyTorch: The go-to frameworks for deep learning, both run natively and efficiently on Linux scikit-learn: Perf…  ( 4 min )
    10 Git Commands Every DevOps Engineer Should Know – Essential Tips & Pro Tricks
    Git is the backbone of modern software development, and for DevOps engineers, mastering it is non-negotiable. It ensures seamless collaboration, version control, and continuous delivery. Whether you’re deploying code, managing infrastructure as code, or troubleshooting builds, knowing these 10 essential Git commands will supercharge your DevOps workflow. 1. git init – Start a New Repository Every Git journey starts here. This command initializes a new Git repository in your current directory. It's useful when you're creating a new project locally. git init Tip: Combine this with git remote add origin to link to a remote repo. 2. git clone – Copy an Existing Repo This command downloads a remote repository to your local machine. git clone https://github.com/your/repo.git Pro Tric…  ( 5 min )
    Connecting Claude Tools to Hashnode using MCP Server
    Introduction In the rapidly evolving landscape of AI tools and integrations, the ability to extend AI capabilities through custom interfaces has become increasingly valuable. Today, I'm excited to share a project I've been working on: the Hashnode MCP Server. This tool bridges the gap between AI assistants and the Hashnode blogging platform, enabling seamless content creation, management, and retrieval directly through AI interactions. In this article, I'll walk you through what the Model Context Protocol (MCP) is, how my Hashnode MCP server works, and how you can set it up to enhance your own content workflow. Demo First? (😁) Create Article: Update Article The Model Context Protocol (MCP) is a framework that allows AI models to interact with external tools and data sources.…  ( 9 min )
    How to Fix 'flutter_launcher_icons' Not Finding Image Paths?
    Introduction If you are facing issues with the flutter_launcher_icons package not finding the specified image in your pubspec.yaml file, you're not alone. Many Flutter developers encounter similar problems while configuring launcher icons. The error might stem from incorrect paths or other configuration issues. This guide aims to help you understand why this issue occurs and how to resolve it effectively. Understanding the Issue The error you're experiencing, specifically the PathNotFoundException, indicates that the flutter_launcher_icons package is unable to locate the image file you're trying to reference. According to your logs, it seems to be looking for the file at 'assets/icon/icon.png', which is not defined anywhere in your configuration. This situation can arise due to several rea…  ( 4 min )
    Exploring Compile-Time Programming in Zig: Practical Examples and Use Cases
    One of Zig’s most powerful features is its ability to run code at compile time. This enables code generation, validation, and optimizations that would be much harder (or impossible) in many other languages. In this tutorial, we’ll walk through practical examples of Zig's compile-time programming and how you can use it effectively. You can run code at compile time using comptime: const std = @import("std"); const num = comptime calculate(); fn calculate() usize { std.debug.print("Evaluating at compile time\n", .{}); return 42; } Here, calculate() is run at compile time, and num becomes a constant value. comptime Parameters Zig lets you write generic functions and types using comptime parameters: fn identity(comptime T: type, value: T) T { return value; } const result = ide…  ( 4 min )
    Understanding `build.zig`: A Practical Introduction to Zig's Build System
    Zig’s build system might look unfamiliar at first, but it's actually one of its greatest strengths. By using Zig itself as the configuration language, build.zig gives you full programmatic control over compiling, linking, testing, and more — without external tools or DSLs. build.zig? Every Zig project with multiple files or custom build steps uses a build.zig script. This script defines how to build your application using Zig's std.Build API. build.zig Example Here’s a simple build script for a Zig executable: const std = @import("std"); pub fn build(b: *std.Build) void { const target = b.standardTargetOptions(.{}); const mode = b.standardReleaseOptions(); const exe = b.addExecutable(.{ .name = "hello", .root_source_file = .{ .path = "src/main.zig" }, …  ( 4 min )
    How to Store Data in a Dart Class Using Maps Correctly?
    Introduction If you're new to Dart and want to manage data efficiently, using a class to store instances in a map is a great approach. In your case, you're trying to maintain a persistent map that holds instances of myCar, but you're encountering an issue where the map is reset every time addInfoToMap() is called. Let's explore why this is happening and how to fix it. Why is myMapOfCars Being Reinitialized? The main reason myMapOfCars is reinitialized each time is that it's defined as an instance variable (implicitly associated with each instance of the myCar class) rather than as a static variable that belongs to the class itself. Each time you create a new instance of myCar, a new myMapOfCars is created, which is why it appears empty when you call addInfoToMap(). Solution to Persist Data…  ( 4 min )
    Empowering Agentic AI: The Symbiotic Power of Microsoft Fabric and Azure AI Foundry
    The era of Artificial Intelligence is no longer just about predictive models or chatbots that follow rigid scripts. We're rapidly moving towards Agentic AI – intelligent systems capable of autonomous reasoning, planning, tool usage, and learning to achieve complex goals. These aren't just algorithms; they are digital collaborators, problem-solvers, and innovators. But building robust, scalable, and truly agentic AI systems is a monumental task. It requires a seamless interplay between vast amounts of data, powerful foundational models, sophisticated orchestration, and rigorous MLOps practices. This is where the groundbreaking integration of Microsoft Fabric and Azure AI Foundry steps in, offering a unified and potent platform to bring agentic AI visions to life. As highlighted in Microsoft…  ( 8 min )
    A Beginner's Guide to Enums and Error Sets in Zig
    Enums and error sets in Zig offer powerful ways to model states and failures with clarity and precision. In this tutorial, we’ll cover the basics, then walk through real-world uses of both types — and how they play nicely together. Enums let you define a type with named values: const Direction = enum { North, South, East, West, }; You use them like this: const dir = Direction.North; Zig will guarantee at compile time that dir is one of the defined directions. Zig encourages exhaustive switching — the compiler checks for missing cases: switch (dir) { Direction.North => std.debug.print("Going up\n", .{}), Direction.South => std.debug.print("Going down\n", .{}), Direction.East => std.debug.print("Going right\n", .{}), Direction.West => std.debug.p…  ( 4 min )
    LWR in Machine Learning
    LWR in Machine Learning Mathematical theorem and predicting credit card spending with Locally Weighted Regression (LWR) We’ll explore Locally Weighted Regression in this chapter. Locally Weighted Regression (LWR) is a non-parametric regression technique that fits a linear regression model to a dataset by weighting neighboring data points more heavily. As LWR learns a local set of parameters for each prediction, LWR can capture non-linear relationships in the data. LWR approx. non-linear function. Image source: Research Gate Key Differences from Linear Regression: LWR has advantages in approximating non-linear function by using local neighborhood to the query point. Yet, it is not the best for addressing larger dataset due to its computational cost, or high-dimensional cost fu…  ( 7 min )
    I built a macOS batch file renamer for devs – here’s why
    There are a lot of apps available for batch renaming files, but all of them have very complicated interfaces that have some learning curve. I figured that as a developer I really need only regular expressions and some javascript code to batch rename the files. So I have built a RenameNinja for macOS. It is native macOS app SwiftUI + AppKit, that can use Regular Expressions and JavaScript to rename files. Please take a look: loshadki.app/renameninja/ I like the idea of Sublime Text licensing model, just to provide free unlimited trial, and if you tired of the trial notice, you can purchase the app. The app is 50% off right now until June 8th. You can purchase the license with discount code RENAMENINJALAUNCHDISCOUNT  ( 3 min )
    Gitcoin: Bridging Open Source, Blockchain, and Sustainable Funding
    Abstract Gitcoin is transforming the landscape of open source funding by merging blockchain technology with innovative financial models like quadratic funding. This blog post explores Gitcoin’s development, its core components such as Bounties, Grants, Hackathons, Quests, and Kernel, and reviews practical use cases, challenges, and future trends in the open source funding ecosystem. With insights drawn from technical as well as community perspectives, we discuss how Gitcoin and similar platforms empower developers worldwide while ensuring transparency, security, and sustainability in digital innovation. The evolution of open source software has always relied on community contributions. However, funding these initiatives has remained a challenge for many years. Enter Gitcoin—a platform th…  ( 9 min )
    Building immutable collection dynamically in Kotlin
    We decided to use Azure Container Apps as a managed Kubernetes platform because it offers everything we need for our project, with acceptable limitations. During the process, we realised that Microsoft includes managed Dapr as part of the service—and we decided to use it. Why? I explain below—and I still don't regret it. Dapr (Distributed Application Runtime) is an open-source, portable runtime that helps developers focus on coding and delivering business value without dealing with platform complexity or requiring deep infrastructure knowledge. Dapr showcase It provides building blocks—such as service invocation, pub/sub messaging, state management, and bindings—for cloud-native development. Being cloud-agnostic wasn’t our primary goal—but it turns out that Dapr gives us that capability…  ( 5 min )
    How to Calculate R0, R1, and C1 Parameters for RC Circuits?
    Introduction to RC Circuits and Parameter Calculation Calculating parameters for RC circuits can seem daunting, especially when dealing with HPPC (Hybrid Pulse Power Characterization) data. If you have run the default simulation provided in MATLAB for the Lithium Battery Cell with a One RC Branch Equivalent Circuit, you may be left with a few questions regarding how the parameters R0, R1, and C1 are mathematically derived. This article provides a mathematically formalized approach to calculating these parameters based on your measurements, allowing you to verify the results from your simulation. Understanding RC Circuit Parameters In an RC circuit, the terms R0, R1, and C1 refer to: R0: The ohmic resistance, which represents the internal resistance of the battery. R1: The transient resista…  ( 5 min )
    Linux System Hardening: Essential Security Practices for Servers
    In today's threat landscape, proper security hardening is no longer optional—it's a necessity. Linux servers power everything from small websites to enterprise infrastructure, making them prime targets for attackers. This guide will walk you through the essential practices for hardening your Linux servers to minimize vulnerabilities while maintaining functionality. Server hardening is the process of enhancing security by reducing the attack surface, eliminating unnecessary services, and configuring systems with security as a priority. An unhardened server is like a house with unlocked doors and windows—an invitation to intruders. The benefits of proper hardening include: Reduced risk of successful attacks Protection against common vulnerability exploits Compliance with security standards a…  ( 8 min )
    Announcing: Cerious Grid - A High-Performance Angular Grid, Open Source and Ready to Launch
    After months of building, testing, and fine-tuning, I’m thrilled to announce that Cerious Grid, a feature-rich Angular data grid, is about to be released as an open-source project. This isn’t just another table component. Cerious Grid is built from the ground up to handle massive data sets, complex UI needs, and enterprise-level flexibility—all without sacrificing performance. It’s a solution forged from real-world use cases, and now, it’s going public. Cerious Grid is the first component to be released in the new Cerious Widgets UI Component Library for Angular. 🚀 Why Open Source? Some might wonder why I’d release such a comprehensive project for free. Here’s why this release matters: 🧠 Community-Driven Innovation Open source invites fresh ideas and outside contributions. I want develop…  ( 4 min )
    How to Create a Clickable Dropdown Menu with CSS and JavaScript
    Dropdown Menu How To, for Web Applications When a button is clicked, and a menu appears below the button, covering content that is below the button, then that is a dropdown menu. This tutorial explains how to Create a clickable dropdown Menu using CSS and JavaScript. The menu consists of hyperlinks placed vertically. When the mouse is clicked on the button again, or outside of the button, the menu disappears. At the end of this tutorial, is the complete webpage code. The reader should copy the complete code into a text editor. Save the file with any name, but with the extension, .html . Open the saved file in the browser. Click the button to see the dropdown menu. Click on the button again, or click outside the button, for the menu to disappear. The reader is advised to do t…  ( 10 min )
    SAP, Blockchain, and Open Source Licensing: A Convergence for Innovation and Compliance
    Abstract This post explores the emerging synergy between SAP’s enterprise software solutions, blockchain technology, and open source licensing compliance. By examining technical innovations, use cases, and challenges, we highlight how SAP’s integration of blockchain platforms—such as SAP Leonardo and SAP Cloud Platform Blockchain—creates new efficiencies and robust security measures. We also discuss strategies for ensuring open source compliance and future industry trends that will drive interoperability, cost efficiency, and transparency. Hyperlinks to authoritative resources, tables, and bullet lists aid both human readers and search engines in navigating this dynamic topic. In today’s evolving digital landscape, enterprises must balance innovation and regulatory compliance. SAP—a glob…  ( 8 min )
    Mastering CMake: A Practical Guide for DevOps Engineers and Developers
    CMake is the backbone of modern C++ build systems. Whether you're compiling a simple executable or orchestrating large-scale multi-module projects with external libraries, mastering CMake can make your builds cleaner, faster, and more maintainable. This guide captures everything you need to know to write robust CMakeLists.txt files with real-world examples and explanations. Basic CMake Commands Project Structure Commonly Used Variables Best Practices Compiler Warnings Configuring files Unit Testing with Catch2 Compile Features and Definitions Sanitizers IPO & LTO Generator Expressions External Libraries (Git Submodules & FetchContent) Useful CMake CLI Flags Basic CMake Commands cmake_minimum_required(VERSION 3.10) project(MyApp VERSION 1.0 LANGUAGES…  ( 5 min )
    A Weather Clock (with Alarms) for ESP32 / Raspberry Pi Pico Implemented with Arduino Framework
    Arduino Weather Clock -- AWeatherClock -- v1.0 This little microcontroller project AWeatherClock (Arduino Weather Clock) was inspired by pyClock, VSCode with PlatformIO extension is the primarily development environment for the project, in the similar fashion as described by the post -- A Way to Run Arduino Sketch With VSCode PlatformIO Directly Naturally, the hardware used for the initial development of the project was exactly the one mention in the pyClock GitHub repository. Nevertheless, the sketch of AWeatherClock should be adaptable to other hardware configurations, with a big enough colored TFT LCD screen. The functions of AWeatherClock are: Display of a digital clock synchronized with NTP Display of the current weather info gathered from OpenWeat…  ( 11 min )
    How to Fix 405 Error in Blazor with Razor Pages for Login
    Introduction When working with Blazor and Razor Pages, one common issue developers encounter is the HTTP 405 error, which stands for 'Method Not Allowed.' This error indicates that the HTTP method used is not supported by the server for the requested resource. In your case, it seems to be occurring during the login process, where a POST request to your login page is being rejected. In this article, we will explore the reasons behind this error and provide a step-by-step guide to fix it using a Razor Pages workaround. Understanding the HTTP 405 Error The HTTP 405 error typically arises when the server blocks a specific HTTP method. For example, your login wrapper, loginpage.cshtml, defines the form action as a POST request, yet it seems that the server does not recognize how to handle it pr…  ( 5 min )
    Building a React-Based Guitar Theory Practice Page: Connecting Theory and Application
    🐙 GitHub | 🎮 Demo Welcome to the sixth post in our series on building a React-based guitar theory learning app. While we've explored guitar scales and CAGED concepts in previous posts, theory alone isn't enough—we need practical application to reinforce these concepts. In this post, we'll create a songs page that helps you find music specifically tailored to practice different aspects of guitar theory. You can find all the source code in the GitHub repository. For the content of this page, we've curated a comprehensive collection of songs from Desi Serna's "Fretboard Theory" book. Each song serves as a practical example of specific guitar theory concepts, organized into 40 distinct sections. import { ClientOnly } from "@lib/ui/base/ClientOnly" export const guitarTheoryTopics = [ "e…  ( 9 min )
    Understanding Asynchronous Programming in JavaScript
    Understanding Asynchronous Programming in JavaScript Asynchronous programming is a fundamental concept in JavaScript that allows developers to execute time-consuming operations without blocking the main thread. Whether you're fetching data from an API, reading files, or handling user interactions, understanding asynchronous code is crucial for building efficient and responsive web applications. In this article, we'll explore: What asynchronous programming is and why it matters. Callbacks, Promises, and Async/Await. Common pitfalls and best practices. Real-world examples with code snippets. By the end, you'll have a solid grasp of how to write clean and efficient asynchronous JavaScript. Why Asynchronous Programming? JavaScript is single-threaded, meaning it can only execute one task at a t…  ( 5 min )
    Low-Latency Mental Math: Quick Additions and Subtractions for Software Developers
    In a world overflowing with digital tools, it’s easy to dismiss mental math as outdated — a quaint relic from the pre-calculator age. But there’s something uniquely powerful about sharpening your ability to think numerically without external support. Like optimizing code for runtime efficiency, refining your mental math streamlines your internal thought processes and reduces your cognitive load. This article is based on a short guide I wrote called Adding and Subtracting Fast - Essential Tactics to Speed Up Mental Calculations with Whole Numbers, the first in a three-part series I began in 2018. The project started as a personal challenge: to improve how I processed numbers mentally. I wanted to go beyond fuzzy estimations and reclaim the skill of clear, structured calculation — the kind t…  ( 6 min )
    Open Source Project Sponsorship Platforms: Empowering Innovation
    Abstract This article explores the critical role of open source project sponsorship platforms in empowering innovation. We examine their evolution from community-driven donations to structured funding models that ensure sustainable development. In this post, we delve into the background, core features, practical applications, and future outlook of these platforms. Additionally, we draw comparisons, discuss challenges, and explore technical as well as community-driven solutions that reinforce open source sustainability and financial support. For a deeper dive into the topic, visit the original article. Open source software forms the backbone of today’s technology, catalyzing innovation across industries. Much of the cutting-edge technology we rely on—ranging from frameworks and libraries t…  ( 9 min )
    How to Fix Image Loading Issues in Flutter with YouTube Thumbnails?
    Introduction When working with Flutter, developers often face challenges while integrating external resources, such as images from different domains. A common issue arises when trying to load YouTube video thumbnails, leading to errors that may hinder the application's functionality. If you are using the youtube_plyr_iframe package in your Flutter project and encountering problems fetching YouTube thumbnails using Image.network, you are not alone! Understanding the Problem The error you are experiencing typically stems from restrictions placed on cross-origin resource sharing (CORS). YouTube images, such as the thumbnail https://i3.ytimg.com/vi/TyimCGEkiUc/maxresdefault.jpg, may encounter loading issues if they don't permit cross-origin requests. While loading other images works seamlessly…  ( 5 min )
    Understanding Future and Stream in Dart
    Do you know the difference between Future and Stream in Dart? Both handle asynchronous operations, but have different purposes: Future: returns a single value in the future. Stream: returns a sequence of values ​​over time. In this article, I show practical examples of each and explain when to use one or the other in your Flutter app or Dart project. 📚 Read here: https://medium.com/@Victorldev/understanding-future-and-stream-in-dart-cba0842a8470 dart #flutter #async #stream #future  ( 3 min )
    Arbitrum and Its Impact on Ethereum: A Deep Dive
    Abstract: In this post, we examine Arbitrum, an innovative Layer‑2 scaling solution for Ethereum that leverages optimistic rollups to improve transaction speed, lower fees, and enhance security. We explore its background, core concepts, practical applications in NFT marketplaces and decentralized finance (DeFi), and challenges such as integration and centralization concerns. Furthermore, we discuss the future outlook with enhanced fraud detection, interoperability, and open‑source developments. This detailed deep dive connects insights from technical articles, real-world use cases, and complementary resources to provide a holistic view on how Arbitrum is reshaping the Ethereum ecosystem. Ethereum has revolutionized how decentralized applications (dApps) are built. Yet, its scalability iss…  ( 9 min )
    How to Capture Redirect Query Parameters in Nginx with Lua?
    In the world of web applications, handling redirects efficiently can often lead to complex scenarios, especially when query parameters are involved. A common challenge arises when a proxied server, such as Keycloak, issues a redirect response that strips these important parameters. This article explores how to effectively capture and forward query parameters using Nginx and Lua, offering a practical solution to your business requirement. Understanding the Problem Redirects can be tricky, particularly with status codes like 302 that don’t maintain the query parameters sent to the original request. In your case, after the following steps: Client requests an authorization code from Keycloak. Keycloak returns a 302 redirect, losing essential query parameters. You’re left without critical data …  ( 5 min )
    💍 aws-vault-lite: One AWS Secret to Rule Them All
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities At my company, we still don’t have a proper tool to manage secrets. So, naturally, people come up with their own solutions—some of them not very secure. I had the idea of using AWS Secrets Manager as a secure place to store our secrets. But there was a challenge: Then I discovered that a single AWS Secret can store up to 64KB, which is more than enough for a bunch of simple strings. That got me thinking... So I did it! :) Introducing aws-vault-lite — a lightweight secret manager I built in just one night (with a hand from Amazon Q). What is? That was a pretty polite intro, wasn’t it? This what you could expect from the app. Try it at: https://github.com/fabiocore/aws-vault-lite I always…  ( 9 min )
    💹 Build a Real-Time Crypto Arbitrage Bot Using Python and Graph Theory
    Have you ever spotted price differences for the same crypto across exchanges and wondered if you could profit from them? That’s arbitrage, and this guide walks you through building a real-time arbitrage bot that detects those opportunities using live data and graph algorithms — all in Python. Fetching real-time prices from Binance using WebSockets Modeling exchange rates as a graph Detecting arbitrage using the Bellman-Ford algorithm Simulating trades and tracking profit Install the necessary Python libraries: pip install requests websocket-client Create a .env file in your project root to manage key parameters: INITIAL_BALANCE=100 MAX_ARBITRAGE_PROFIT=0.01 ARBITRAGE_CHECK_INTERVAL=10 These values control the bot's behavior: INITIAL_BALANCE: Starting simulated capital in USD MAX_ARBITRAG…  ( 6 min )
    I dropped a post blog over on Ko-Fi about exploring Python GUI frameworks! https://ko-fi.com/barbarossalivesgamestudio
    A post by Monte Bruce  ( 2 min )
    How to Resolve Discord Bot HTTP 403 Forbidden DM Issues?
    Introduction If you're developing a Discord bot using Go and experiencing the error HTTP 403 Forbidden when trying to send direct messages (DMs) to users, you're in the right place. This article will explore common reasons why your bot may not be able to send DMs and provide actionable steps to resolve the issue. Understanding the Error The error message you encountered: HTTP 403 Forbidden, {"message": "Cannot send messages to this user", "code": 50007} indicates that your bot is attempting to send a message to a user who has disabled DMs from server members. This is a common issue and can occur even if the bot is in the same server as the user. Why Can't My Bot Send DMs? In Discord, users have the ability to adjust their privacy settings. Here are a few reasons why your bot might be unabl…  ( 5 min )
    Mastering SQL Joins: Your Definitive Guide to Relational Data Mastery
    In the modern data-driven world, working with relational databases is inevitable for backend engineers, full-stack developers, and data analysts. And at the heart of relational data querying lies one foundational skill: SQL JOINs. If you’ve ever been confused by LEFT, RIGHT, INNER, and FULL OUTER JOIN, this article will clear it up once and for all—with examples, visuals, and real-life reasoning. Let’s get you from novice to JOIN Jedi. JOINs allow you to combine rows from two or more tables based on a related column between them. Think of them as building bridges between datasets. The four most commonly used JOINs in SQL are: INNER JOIN LEFT JOIN RIGHT JOIN FULL OUTER JOIN Each has its own behavior for matching and preserving data from the joined tables. Let’s imagine we have two tables: -…  ( 4 min )
    🧠🥷How to make Meme Generating MCP (Cline and Cursor)
    Intro Hello! I'm Ninja Web Developer. Hi-Yah!🥷 I have been playing with studying MCP lately.↓ 🧠🥷How to make AI controled Avatar 2 (Vroid MCP + Cline and Cursor + Unity) 🧠🥷How to make cool Ninja game (Unity MCP + Blender MCP (Cline and Cursor)) 🧠🥷How to make cool Ninja (Blender MCP (Cline and Cursor)) First, I made an Image generation and editing Next.js Web App.↓ 🧠🥷Gemini API 2 (Image generation and editing (free and fast)) 🧠🥷How to make Image generation and editing MCP (Gemini API + Cline and Cursor) Meme is a cultural phenomenon that spreads on the Internet, such as funny images, videos and text. Here is an interviews who watched Meme. Web Developer C: After watching Meme, my old little brain is rebuild completely new, and I can find ways to solves the bugs in the code. *Not…  ( 7 min )
    Backend Teknolojileri: Geleceğin Anahtarı
    Yazılım geliştirme dünyasında, özellikle web ve mobil uygulamalar söz konusu olduğunda, arka uç teknolojileri temel bir rol oynamaktadır. Arka uç, kullanıcı arayüzünden ayrı çalışan sunucu tarafı teknolojilerini ifade eder ve uygulamaların veri depolama, işleme ve sunumu gibi kritik işlevlerini ele alır. Son yıllarda arka uç geliştirme, özellikle bulut bilişim ve mikro hizmetlerin yükselişiyle birlikte, uygulamaların ölçeklenebilir, esnek ve güçlü olmasını sağlayan yenilikçi teknolojilerle önemli bir dönüşüm yaşadı. Arka uç teknolojileri, uygulamaların temelini oluşturur ve kullanıcı deneyimini doğrudan etkilemese de, uygulamaların genel performansını, güvenilirliğini ve ölçeklenebilirliğini belirler. Verimli bir arka uç, sorunsuz bir kullanıcı deneyimi ve başarılı bir uygulama için temel …  ( 5 min )
    How to Fix the 'Terminate called after throwing an instance of char const*' Error in Qt?
    Introduction If you are working on a Qt application and encounter the error message "Terminate called after throwing an instance of 'char const*'", it's likely due to an issue in how you are handling strings, particularly when converting between different types. This guide will analyze your code and help you troubleshoot this problem effectively. Understanding the Error The error "Terminate called after throwing an instance of 'char const*'" typically means that your application has encountered an unexpected situation, leading to an exception being thrown. In C++ applications, particularly with Qt, this can often occur due to issues in memory management or incorrect usage of types. In your case, it seems to correlate with how you're managing file names between QString and raw character str…  ( 4 min )
    Text Adventures in the Age of AI
    I loved text adventures as a kid. Still do. I even wrote a few, though I never had the courage to show them to others. The DnD games I played with friends had a step-up on this, of course: a human being who could intelligently respond to anything you tried. It was only a matter of time before somebody had the idea to use AI for adventure games, and there are some interesting options out there I'm keen to try sometime: AI Dungeon, DREAMIO and Friends & Fables. Inworld Origins looks like it will take it even further and provides a cinematic experience where you talk to suspects at a crime scene, and they respond intelligently to anything you ask. The possibilities to this are staggering. But back to text adventures.. One day I was mucking around in Copilot, trying to find weird things to a…  ( 5 min )
  • Open

    El Salvador stacks 7 Bitcoin in last week, despite IMF deal
    The government of El Salvador continues stacking Bitcoin (BTC) for its national crypto reserve, despite an ongoing deal with the International Monetary Fund (IMF) stipulating that the Central American country stop using public funds to purchase Bitcoin as one of the conditions for a loan agreement. According to data from the El Salvador Bitcoin Office, the country acquired an additional seven BTC in the last seven days, bringing its total holdings to 6,173 BTC, valued at over $637 million. El Salvador's Bitcoin Office has continued its steady pace of Bitcoin acquisitions months after the IMF agreement was signed and shows no sign of halting its Bitcoin purchases. The Central American country is one of the only nations actively purchasing Bitcoin in open market operations, and its national …
    Bitcoin SV investors attempt to resurrect 2019 Binance lawsuit
    Investors of Bitcoin Satoshi's Vision (BSV) — a hard fork of Bitcoin Cash (BCH), which itself is a hard fork of the Bitcoin (BTC) protocol, are attempting to revive a 2019 lawsuit against crypto exchange Binance for delisting the altcoin, which the litigants claim stunted the price of BSV.   According to Law360, attorneys for the plaintiffs argued that a July 2024 decision from the UK Competition Appeal Tribunal dismissing the "loss of chance" claim made against Binance for delisting the token, should be reconsidered. The litigants demanded $9 billion in damages, in the original case. The investors continue to claim that Binance's 2019 delisting of BSV and similar major exchange delistings are the primary drivers of BSV's long-term price decline and its failure to attract the investor atte…
    Bitcoin now deflationary due to Strategy's BTC purchases — Analyst
    Strategy, a Bitcoin (BTC) treasury company, is accumulating Bitcoin at a faster rate than total miner output, giving the supply-capped asset a -2.33% annual deflation rate, according to CryptoQuant CEO and market analyst Ki Young Ju. "Their 555,000 BTC is illiquid with no plans to sell," the analyst wrote in a May 10 X post. "Strategy's holdings alone mean a -2.23% annual deflation rate — likely higher with other stable institutional holders," Ju continued. Michael Saylor, the co-founder of Strategy, is an outspoken Bitcoin advocate who evangelizes the scarce digital currency to potential investors and has inspired many other companies to adopt a Bitcoin treasury plan. The total BTC supply is shrinking due to Strategy accumulating Bitcoin. Source: Ki Young Ju Additionally, Strategy acts as…
    In volatile markets, RWAs like gold are a lifeline
    Opinion by: Kevin Rusher, founder of RAAC It’s a volatile world out there. This year, we’ve seen stocks take a wild ride as gold has pumped and crypto has been caught somewhere in the middle. Investors have dumped risk assets and scrambled for safe havens. Gold is leading the charge. While gold is safe, it is not very hard-working. Unlike cash and treasuries, the yellow metal does not generate income. Now, more than ever, investors need to be able to earn yield on gold — particularly in the decentralized finance (DeFi) sector. The only way to make money from gold is to buy low and sell high. Most investors don’t tend to buy gold like this. That’s for good reason — over the long term, gold’s performance is typically consistent, if not without a few peaks and troughs here and there, as we h…
    Why is Ethereum (ETH) price up today?
    Key takeaways: Ether is set for its best weekly gain since May 2021. Ethereum’s Pectra upgrade, mega-whale accumulation, and a major short squeeze fuel the rally. Technical patterns suggest a potential 40% rally toward $3,400 as ETH bounces off key support. Ether (ETH) is on course to record its best weekly performance since May 2021, having risen by over 37.50% in the week ending May 11, including 10.30% gains in the last 24 hours. US tariff updates, Pectra upgrade boost Ethereum The announcement of a new trade agreement between the US and the UK on May 8 and the initiation of US-China trade talks afterward have bolstered upside sentiment in Ether and the broader crypto market. Additionally, Ether benefits from its Pectra upgrade on May 7, which introduced key improvements like higher…
    4chan rises from the dead: How the imageboard moves crypto markets
    After 4chan was hacked on April 14 and vast troves of user and moderator data were leaked online, the controversial website quickly went down, and many believed it would never recover. However, less than two weeks later, the imageboard was back online, defiant as ever. “4chan is back,” an official blog post proclaimed. “No other website can replace it, or this community. No matter how hard it is, we are not giving up.” The imageboard has left its mark on the world in many consequential ways, birthing countless memes and conspiracy theories, serving as a platform for political movements ranging from the alt-right to Anonymous, and acting as a dumping ground for leaks and hacks of all sorts.  Crypto is no exception, with 4chan also a historically influential gathering place to share altcoin …
    UK to become ‘safe harbor’ for crypto with new draft rules — Experts
    On April 29, UK Finance Minister Rachel Reeves unveiled plans for a “comprehensive regulatory regime” aimed at making the country a global leader in digital assets. Under the proposed rules, crypto exchanges, dealers, and agents will be regulated similarly to traditional financial firms, with requirements for transparency, consumer protection, and operational resilience, the UK Treasury said in a statement released following Reeves’ remarks. Per the statement, the Financial Services and Markets Act 2000 (Cryptoassets) Order 2025 introduces six new regulated activities, including crypto trading, custody, and staking. Rather than opting for a light-touch regime similar to the EU’s Markets in Crypto-Assets (MiCA), the UK is applying the full weight of securities regulation to crypto, accordin…
    RedotPay enters South Korea with crypto-powered payment cards
    Hong Kong-based fintech firm RedotPay has reportedly launched its cryptocurrency-enabled payment cards in South Korea, positioning itself as a potential disruptor in a market dominated by traditional credit card firms and mobile payment services. The company’s crypto debit cards—both physical and virtual—are now accepted at all Korean merchants that support Visa, according to a May 9 report by The Korea Economic Daily. The move marks RedotPay’s latest step in global expansion, following its earlier partnership with Visa and BIN sponsor StraitsX in February 2025 to enhance cross-border crypto payment capabilities. RedotPay, founded in 2023, has rapidly scaled since the soft launch of its crypto card program in late 2024. It now serves more than 4 million users worldwide. In South Korea, use…
    Robert Kiyosaki says ditch ‘fake money’ for Bitcoin, gold, and silver
    Robert Kiyosaki, businessman and best-selling author of Rich Dad Poor Dad, is once again sounding the alarm on the dangers of centralized monetary policy — urging his followers to abandon what he calls “fake money” and adopt alternatives like Bitcoin, gold, and silver. In a May 10 post on X, Kiyosaki backed a hardline stance against central banking systems, particularly the Federal Reserve, while quoting former US Congressman Ron Paul. Ron Paul, a longtime critic of the Fed and author of End the Fed, described interest rate setting by central banks as “price fixing,” equating it to socialist and Marxist economic control. Paul warned that such mechanisms erode personal wealth and undermine economic freedom — a sentiment that aligns closely with Kiyosaki’s long-held concerns. “Fake money lea…
    BlackRock’s Bitcoin ETF posts $356M inflows, longest inflow streak in 2025
    BlackRock’s spot Bitcoin ETF (IBIT) capped off the trading week with another day of inflows, pulling in $356.2 million on May 9. The fund has now extended its inflow streak to 19 consecutive days — its longest run of inflows so far this year. IBIT’s inflow streak has been ongoing since April 14, and has coincided with a volatile Bitcoin (BTC) market, with the asset trading between $83,152 and $103,000 over the period. However, market sentiment has been increasing after the asset reclaimed and held above the $90,000 price on April 23 before reclaiming the $100,000 price on May 8 for the first time since Feb. 1. Bitcoin ETFs ticking along as Bitcoin price spikes Over the past trading week alone, IBIT posted $1.03 billion in inflows, according to Farside data. Prior to the current 19-day stre…
    Bitcoin won’t see ‘gigantic’ SWF buying until laws greenlit — Scaramucci
    Sovereign Wealth Funds are already gaining exposure to Bitcoin, but significant allocations won’t happen until the United States establishes clearer regulations for the digital assets industry, says SkyBridge founder Anthony Scaramucci. “I think they are buying it, I think they are buying it on the margin,” Scaramucci, former White House director of communications during US President Donald Trump’s first term, said on Anthony Pompliano’s podcast on May 8. Legislation will lead to “large blocks of buying” “I don’t think it is going to be a gigantic groundswell of buying until we greenlight legislation in the United States,” he added. Scaramucci previously said in a February interview with the Financial Times that he expects the US government to propose crypto legislation in November. SWFs a…
    Bitcoin yet to hit $150K because outsiders are ghosting — Michael Saylor
    Strategy founder Michael Saylor says Bitcoin hasn’t reached $150,000 yet because holders without a long-term outlook have been selling off while a new cohort of investors are beginning to enter the market. “I think we’re going through a rotation right now,” Saylor said on the Coin Stories podcast with Natalie Brunell on May 9. The lack of “10-year investor mindset” led to Bitcoin sell-off Saylor said “lots of non-economically interested parties are rotating out of the asset.” However, at the same time, “a new cohort of investors are entering.” “A lot of Bitcoin, for whatever reason, was left in the hands of the governments and the hands of lawyers, and in the hands of bankruptcy trustees,” he added. Strategy’s Michael Saylor spoke to Natalie Brunell on the Coin Stories podcast. Source: Na…
    Ethereum price greenlit for further upside after surprise 29% ETH rally
    Key takeaways: ETH price rallied by 22% on May 8, but demand for spot ETH ETFs and derivatives remains muted.  President Trump’s reversal on certain altcoins aligns with ETH’s renewed outlook.  Ether (ETH) posted an impressive 29% gain between May 8 and May 9, likely marking the end of a 10-week bear market that bottomed out at $1,385 on April 9. This sharp move triggered the liquidation of over $400 million in short (sell) ETH futures positions, suggesting that whales and market makers were caught off guard. Despite the surge, traders have maintained a neutral stance in ETH derivatives. Whether this apparent lack of conviction reflects a genuine trend reversal or merely precedes another test of the $2,000 level remains to be seen. Ether 3-month futures annualized premium. Source: laevi…
  • Open

    MCP and the innovation paradox: Why open standards will save AI from itself
    Much like HTTP and REST standardized how web applications connect to services, MCP standardizes how AI models connect to tools.  ( 7 min )
    Fine-tuning vs. in-context learning: New research guides better LLM customization for real-world tasks
    By combining fine-tuning and in-context learning, you get LLMs that can learn tasks that would be too difficult or expensive for either method  ( 8 min )
  • Open

    Lido Proposes a Bold Governance Model to Give stETH Holders a Say in Protocol Decisions
    Proposal comes as ETH surges 30% on Pectra upgrade, boosting attention on Ethereum-native protocols.  ( 27 min )
    State of Crypto: Mapping Out the Senate Stablecoin Bill's Next Steps
    While the Senate failed to advance its stablecoin bill this week, it's not dead yet.  ( 33 min )
    Analysis: Coinbase Is Buying Bitcoin, Just Don’t Call It a Treasury Strategy.
    Coinbase has bitcoin on the balance sheet, but management wants to be clear it's not taking the Michael Saylor/MSTR approach.  ( 25 min )
    Dogecoin Surges 10%, Bitcoin Nears $104K Amid Renewed ‘Risk-on’ Sentiment
    Investors are quickly changing their perspectives on crypto now that altcoins have departed from a negative trend and found buying pressure from a renewed risk-on sentiment, one analyst said.  ( 27 min )
  • Open

    Samsung Announces New Neo QLED 8K TV With Vision AI
    Earlier yesterday evening, Samsung formally announced that its Vision AI would be shipping out with its updated Neo QLED 8K TV lineup. But the lineup’s greatest selling point is perhaps the fact that Samsung is going completely, if not nearly, wireless with the lineup. The Neo QLED 8K TV will not ship out with a […] The post Samsung Announces New Neo QLED 8K TV With Vision AI appeared first on Lowyat.NET.  ( 17 min )
    CIMB Customers To No Longer Receive SMS Transaction Notifications Starting 17 May 2025
    Effective 17 May 2025, CIMB users will no longer receive transaction notifications or PTA (Post Transaction Alert) via SMS. Instead the bank has announced that all notices will only be sent via the CIMB OCTO application. This notice follows CIMB’s previous announcement of its full implementation of SecureTAC last month. With this change in effect, […] The post CIMB Customers To No Longer Receive SMS Transaction Notifications Starting 17 May 2025 appeared first on Lowyat.NET.  ( 16 min )
    The TQ Wuling Bingo EV Makes Its First Appearance At MAS 2025
    Joining the list of brands that is showcasing their models in the ongoing Malaysia Auto Show (MAS 2025) is TQ Wuling. The models that are showcased in the event are the Wuling Bingo EV, which marks the first public showcasing. The brand is a collaboration between Tan Chong Motor Group and SAIC-GM-Wuling Automobile Co. Ltd., […] The post The TQ Wuling Bingo EV Makes Its First Appearance At MAS 2025 appeared first on Lowyat.NET.  ( 17 min )
    Palworld Removes Game Features Over Nintendo Lawsuit
    You may recall that Nintendo had filed a lawsuit against Palworld developer Pocketpair, claiming that the game infringes on multiple patents. As a result of the ongoing lawsuit, Pocketpair has decided to change some of the mechanics in the game. In a recent blog post, the developer acknowledged the frustration from players over the changes, […] The post Palworld Removes Game Features Over Nintendo Lawsuit appeared first on Lowyat.NET.  ( 16 min )
    Buffalo Japan Has A 50th Anniversary Transparent Hard Drive
    Storage brand Buffalo is celebrating its 50th anniversary this year, and it is doing it with a throwback to its Skeleton Hard Disk from 1998. Back in the day, the drive was made with a transparent case allowing you to see its inner workings, but is otherwise no different from any other HDD. This new, […] The post Buffalo Japan Has A 50th Anniversary Transparent Hard Drive appeared first on Lowyat.NET.  ( 16 min )
    TechLife Pad Neo To Arrive In Malaysia Soon
    TechLife, the low-budget sub-brand of realme, seems to be preparing to launch a tablet dubbed the Pad Neo. First introduced in the Philippines back in November, it offers modest specs with a wallet-friendly price tag that undercuts the Pad 2 lite. While the sub-brand has yet to officially announce the arrival of the tablet in […] The post TechLife Pad Neo To Arrive In Malaysia Soon appeared first on Lowyat.NET.  ( 15 min )

  • Open

    PlainBudget – Minimalist Plain Text Budgeting
    Comments
    Charles Baudelaire's Flowers of Evil
    Comments  ( 1 min )
    Six Days in the Dark
    Comments  ( 12 min )
    The Acid King
    Comments  ( 62 min )
    Era of U.S. dollar may be winding down
    Comments  ( 12 min )
    Business books are entertainment, not strategic tools
    Comments
    Turritopsis dohrnii: Immortal jellyfish
    Comments  ( 16 min )
    What's New in Swift 6.2?
    Comments  ( 20 min )
    Google Doc Templates for Startups
    Comments  ( 10 min )
    Graphcore unveils GC200 and M2000 IPU Machine–1 petaFLOP "pizza box" AI server
    Comments  ( 11 min )
    Ada in China (1994)
    Comments
    NASA Study Reveals Venus Crust Surprise
    Comments  ( 7 min )
    Why 536 was 'the worst year to be alive' (2018)
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    The Beam
    Comments  ( 16 min )
    How Warren Robinett Made Adventure on the Atari
    Comments  ( 1 min )
    New Tool: lsds – List All Linux Block Devices and Settings in One Place
    Comments  ( 9 min )
    Odin, a Pragmatic C Alternative with a Go Flavour
    Comments  ( 4 min )
    Offline vs. online ML pipelines
    Comments
    In the Network of the Conclav: How we "guessed" the Pope using network science
    Comments  ( 5 min )
    Detecting if an expression is constant in C
    Comments  ( 4 min )
    Rollstack (YC W23) Is Hiring TypeScript Engineers (Remote US/CA)
    Comments  ( 5 min )
    The Anarchitecture Group
    Comments  ( 10 min )
    Launch HN: Nao Labs (YC X25) – Cursor for Data
    Comments  ( 5 min )
    Show HN: Oliphaunt – A Native Mastodon Client for macOS
    Comments  ( 12 min )
    Show HN: BlenderQ – A TUI for managing multiple Blender renders
    Comments  ( 8 min )
    Past, Present, and Future of Sorbet Type Syntax
    Comments  ( 15 min )
    Show HN: A backend agnostic Ruby framework for building reactive desktop apps
    Comments  ( 3 min )
    Show HN: Hydra (YC W22) – Serverless Analytics on Postgres
    Comments  ( 4 min )
    Former Supreme Court Justice David Souter Dies at 85
    Comments  ( 4 min )
    All BART trains were stopped due to ‘computer networking problem’
    Comments  ( 239 min )
    Entire BART system is down due to computer systems failure
    Comments  ( 3 min )
    ALICE detects the conversion of lead into gold at the LHC
    Comments  ( 5 min )
    Alephic Writing Style Guide
    Comments  ( 14 min )
    System lets robots identify an object's properties through handling
    Comments  ( 6 min )
    Updated rate limits for unauthenticated requests
    Comments  ( 8 min )
    Itter.sh – Micro-Blogging via Terminal
    Comments  ( 1 min )
    Show HN: Hyper – Standards first React alternative
    Comments  ( 5 min )
    Dasung Paperlike 13K is a 13.3 inch E Ink color monitor
    Comments  ( 22 min )
    Revisiting Image Maps
    Comments  ( 11 min )
    21 GB/s CSV Parsing Using SIMD on AMD 9950X
    Comments  ( 12 min )
    Hollow Core Fiber (HCF)
    Comments  ( 90 min )
    Reconstructing illusory camouflage patterns on moth wings using computer vision
    Comments
    Sofie: open-source web based system for automating live TV news production
    Comments  ( 1 min )
    USPTO refuses Tesla Robotaxi trademark as "merely descriptive"
    Comments  ( 7 min )
    Show HN: Aberdeen – An elegant approach to reactive UIs
    Comments  ( 3 min )
    NSF faces shake-up as officials abolish its 37 divisions
    Comments
    Apple is planning smart glasses with and without AR
    Comments  ( 21 min )
    CryptPad: An Alternative to the Google Suite
    Comments  ( 40 min )
    Data manipulations alleged in study that paved way for Microsoft's quantum chip
    Comments
    Amazon's Vulcan Robots Now Stow Items Faster Than Humans
    Comments  ( 35 min )
    How async/await works in Python
    Comments  ( 28 min )
    Implementing a Struct of Arrays
    Comments  ( 17 min )
    Show HN: Hyvector – A fast and modern SVG editor
    Comments
    The Linux Kernel's PGP Web of Trust
    Comments  ( 2 min )
    Rust Dependencies Scare Me
    Comments  ( 3 min )
    Linear Programming for Fun and Profit
    Comments  ( 6 min )
    Open Hardware Ethernet Switch project, part 1
    Comments  ( 13 min )
    WASM 2.0
    Comments  ( 171 min )
    How to avoid P hacking
    Comments  ( 12 min )
    Boy Accidentally Orders 70k Lollipops on Amazon. Panic Ensues.
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    Doge software engineer's computer infected by info-stealing malware
    Comments  ( 7 min )
    The Ecstatic Swoon
    Comments  ( 41 min )
    Losing my Meta account because of release delays
    Comments  ( 14 min )
    6502 Illegal Opcodes in the Siemens PC 100 Assembly Manual (1980)
    Comments  ( 5 min )
    Verification, the Key to AI (2001)
    Comments  ( 3 min )
    LegoGPT: Generating Physically Stable and Buildable Lego
    Comments  ( 3 min )
    eBPF Mystery: When is IPv4 not IPv4? When it's pretending to be IPv6
    Comments  ( 5 min )
    Dead Reckoning
    Comments  ( 45 min )
    Hill or High Water
    Comments  ( 7 min )
    For better or for worse, the overload (2024)
    Comments  ( 11 min )
    Usenix ATC Announcement (Usenix ATC Shutting Down)
    Comments  ( 4 min )
    Starlink User Terminal Teardown
    Comments  ( 7 min )
    A Formal Analysis of Apple's iMessage PQ3 Protocol [pdf]
    Comments  ( 51 min )
    Audiobookshelf: Self-hosted audiobook and podcast server
    Comments  ( 2 min )
    The Most Valuable Commodity in the World Is Friction
    Comments
    Commercial Solutions for Classified CSfC for NSA to deliver secure cybersecurity
    Comments
    Show HN: AI-powered batch photo editor for real estate photographers
    Comments  ( 12 min )
    How to (actually) prove it – New Frontiers of Mathematics and Computing in Lean
    Comments  ( 6 min )
    Show HN: Vom Decision Platform (Cursor for Decision Analyst)
    Comments  ( 24 min )
    Coupling furfural oxidation for H2 production using silicon photoelectrodes
    Comments  ( 37 min )
    A formatter for your kdl files
    Comments  ( 14 min )
    Cogentcore: Open-source framework for building multi-platform apps with Go
    Comments  ( 4 min )
  • Open

    A spread argument must either have a tuple type or be passed to a rest parameter. ts(2556)
    You want to pass variable args to a function, like so: const doSomething = (a: string, b?: string, c?: string): void => {}; However, TS didn't like it... // não bom const args = [['a', 'b', 'c'], ['a', 'b'], ['a']]; args.forEach((arg) => { // A spread argument must either // have a tuple type or be passed // to a rest parameter. ts(2556) vvvvvv doSomething(...arg); }) The problem is that doSomething expects one to three arguments of type string, but arg is typed as string[]. We need to narrow the type down, to match the arguments of doSomething() // bom const properTypedArgs: [a: string, b?: string, c?: string][] = [['a', 'b', 'c'], ['a', 'b'], ['a']]; properTypedArgs.forEach((arg) => { doSomething(...arg); }) This works, but if you don't fancy re-typing the function's argument type defs or don't have it handy, TS utility type got you covered: // ainda melhor const properTypedArgs: Parameters[] = [['a', 'b', 'c'], ['a', 'b'], ['a']]; properTypedArgs.forEach((arg) => { doSomething(...arg); }) That's all! TS playground Parameter typeof  ( 3 min )
    Debugging Browser Extensions: Taming the Chaos Like a Pro 🛠️
    Hey fellow developer! 👋 Let’s talk about the real journey of building browser extensions: You spend hours crafting the perfect feature, hit "Load Unpacked," and… nothing happens. Or worse—your extension works on your machine but turns into a pumpkin 🎃 on your friend’s browser. Debugging extensions can feel like wrestling gremlins, but don’t panic! I’ve been there (and lived to tell the tale). Let’s break down the most common errors and their fixes so you can get back to shipping magic. 1. “My Extension Doesn’t Load!” (Manifest File Mayhem) The Error: Chrome/Firefox ignores your extension, or you get a cryptic “Invalid manifest” warning. Why It Happens: Manifest Version Mismatch: Using V2 syntax in a V3 world (or vice versa). Missing Fields: Forgot action, permissions, or hos…  ( 4 min )
    Modern Browser Extension Development: Supercharge Your Workflow with React, Vue, or Svelte
    Hey fellow devs! 👋 Let’s talk about browser extensions. You know, those little tools that make the web better—blocking ads, enhancing productivity, or even replacing Twitter’s bird logo with a dancing taco 🌮. But if you’ve ever built one with vanilla JavaScript, you’ve probably faced: Spaghetti UI code that’s impossible to maintain. State management nightmares across popups, options pages, and content scripts. Rebuilding wheels for every minor feature. What if I told you modern frameworks like React, Vue, or Svelte can turn extension development from a chore into a joyride? Let’s dive in. Why Use React/Vue/Svelte for Extensions? Component Magic: Break your UI into reusable pieces (popups, modals, settings). State Management: Share data between tabs, background scripts, a…  ( 5 min )
    Chatbots Believe What You Tell Them — Even When You’re Not Certain
    Large-language models (LLMs) like GPT take every word you type as a fact. 1 | Why We Supply Shaky “Facts” Blind-spot source Everyday slip-up Proof it’s real We overrate our knowledge Most people feel sure they can explain a bicycle pump — until they try. Over 40 % drew bikes that wouldn’t work. scotthyoung.com Shared false memories Millions “remember” Nelson Mandela dying in prison (he didn’t). Forbes Self-promotion drift 70 % of job-seekers admit they have lied — or would lie — on a résumé. ResumeLab These slips are harmless in conversation. Inside a chatbot, they harden into “truth” that shapes the entire reply. 2 | Hallucination vs. Blind Spot Word What happens Who starts it? Hallucination The model invents facts that are nowhere in the prompt. Example: GPT-4 made up 28.6 % of medical c…  ( 5 min )
    How to Execute a JAR File in Kotlin: A Step-by-Step Guide
    When working with Kotlin in a cloud environment, especially while integrating AWS S3 and Lambda functions, you may find yourself needing to execute an external JAR file. This often arises, as in your case, when you need to upload data to a third-party vendor. In this article, we will walk through how to call an executable JAR file using Kotlin, including syntax examples and considerations to keep in mind. Understanding How to Execute JAR Files in Kotlin The process of executing a JAR file in Kotlin is not much different from Java, as Kotlin is fully interoperable with Java. You can use the ProcessBuilder class, which allows you to create operating system processes, and invoke JAR files with specific arguments. This capability is particularly useful when you want to run external commands or…  ( 4 min )
    AI Unleashed
    Not long ago, artificial intelligence remained hidden behind elite institutions and guarded corporate doors—a secretive world inaccessible to most. Today, these once impervious gates swing wide open, propelled by an unstoppable wave: the power of open-source. A movement founded on global collaboration, democratisation of knowledge, and transparent innovation now stands poised to revolutionise our technological future. Yet how exactly did AI escape the confines of exclusive circles, transforming itself into a shared resource sparking worldwide ingenuity? To uncover this transformation, let's journey through the vibrant hubs and dynamic communities redefining what's possible when ideas flow freely, unbound by silos or institutional limitations. In the past, breakthrough advances took years t…  ( 6 min )
    Coding Challenge Practice - Question 5
    Today's question Create a React application that allows users to create, display and delete blog posts. Solution The first step is to evaluate the boilerplate provided. There are 3 boilerplate files: Home.js import React from "react"; import Input from "./Input"; import PostDisplay from "./PostDisplay"; function Home() { return ( {"Title"} {"Description"} Delete ); } export default PostDisplay; The Home component(file) is provided as the parent component, which manages the state of the application. So, variable states for all blog posts, and a single new blog post will be created. The input component is responsible for creating new blog posts, therefore, the variable states for new blogs will be passed into it after it has been created in the Home component. Then, the PostDisplay component, which handles showing all blog posts, will have the state for all blog posts passed into it.  ( 3 min )
    my first post!
    “Hello DEV! This is my first post to test GitHub Actions and RSS feeds.”  ( 2 min )
    How the Childfree Demographic Is Impacting the Real Estate Market
    The childfree demographic, consisting of individuals or couples who choose not to have children, is increasingly shaping trends in the real estate market. As this demographic grows, their preferences for housing are influencing various aspects of the housing market, including demand for specific property types, locations, and community features. With different lifestyle priorities, including mobility, urban living, and less space, the childfree population has started to play a more significant role in how developers, investors, and real estate agents approach their offerings. While the childfree group may share some housing preferences with other demographics, their choices reflect a unique set of needs that is gradually gaining attention from the real estate industry. From the size and lo…  ( 7 min )
    How to Fix Colorization Issues in Dart's Pathfinding App?
    Introduction Are you currently tackling a pathfinding visualizer app using Dart and Flutter? If you're feeling overwhelmed by the programming challenges and specifically by your container colorization logic, you're not alone! In this article, we will go through how to successfully manage color changes for your start and end containers without affecting all elements on the grid. Understanding the Problem In your Flutter application, the objective is to select a 'start' and 'end' container when clicking on the grid, and change their colors accordingly. However, when you try to set the 'start' container color to green, it’s inadvertently updating every container to green, which is not the intended behavior. This issue typically occurs due to how the state and rendering logic is structured in …  ( 4 min )
    Building Loopa - Lightweight Team Collaboration Tool
    This is a new challenge am setting for myself. I plan to build 3 solid apps this year and am starting with Loopa, a lightweight chatapp that I plan to evolve into a simple project management and team collaboration tool. Day 1 - built the login and signup page. I have also created the dashboard but nothing on it so far. Day 2 - ...  ( 3 min )
    Os 10 Melhores Acessórios de Informática para um Desenvolvedor – Parte 2
    Dando continuidade ao nosso artigo anterior sobre os melhores acessórios de informática para desenvolvedores, nesta segunda parte listamos mais 10 itens que podem melhorar seu setup, aumentar sua produtividade e tornar o trabalho diário mais eficiente. Se você ainda não leu a primeira parte, confira aqui: Os 10 Melhores Acessórios de Informática para um Desenvolvedor – Parte 1. Agora, vamos direto ao que interessa. 🚁 Drone com Câmera Perfeito para capturas criativas, vídeos para projetos, ou até inspeções remotas. Integração possível com scripts e automações. Um drone com câmera pode ajudar um desenvolvedor de várias formas práticas: Captura de imagens/vídeos para assets – útil em jogos, simulações e realidade aumentada. Mapeamento e fotogrametria – para gerar modelos 3D, mapas ou terr…  ( 6 min )
    Finding (and recovering) your Amazon Q Developer prompt history
    Wanted to share a very quick on something I learned that was pretty useful to me, so thought it might be useful to others. Here is a scenario that some of you might be familiar with: You have a successful Amazon Q Developer session, and then maybe a few days later, you are trying to recall exactly what you did and how you put your prompts together - what can you do? As it turns out, a recent update to Amazon Q Developer was a big help. In the Amazon Q Developer chat interface, there is a new icon next to the different tabs (its an icon of a click, which when you hover over says "View Chat History") which when you click on this, it will bring back a list of previous chats that have been recorded. What does this mean? In the "~/.aws/amazonq/" directory there is a "history" directory, and looking at it, it contains a number of time/date stamped json files. ├── history │   ├── chat-history-0f97086b54fd7d6128dfd80426dfd63d.json │   ├── chat-history-10d817f64fc99f04badf1568a6c23814.json │   ├── chat-history-deba93a681a17ae26ff2b977acf0ba97.json │   ├── chat-history-fa5091a7425e7938fe770a584b63076e.json │   └── chat-history-no-workspace.json These are what the Amazon Q Developer VSCode plugin now produces as you start using it. That said, because I had deleted my project, and so I was unable to get this from VSCode itself. Aarrgh, I thought to myself. Not to worry though. I still had the files in the history directory. So reviewing these with my favourite json viewer (I knew which file to use, aligning date stamps from these and the code files in my project workspace), allowed me to extract all the history, including prompts and responses. Very handy to know if you want to go back in time. This saved me, so hoping it will help others who are looking to recover what they did.  ( 3 min )
    How to Fix Dart DevTools Exited with Code 65 in VSCode?
    If you've encountered the error 'Dart DevTools exited with code 65' while trying to enable Dart DevTools in Visual Studio Code, you're not alone. Many developers face this issue as they integrate Dart and Flutter into their development workflow. In this article, we'll explore the reasons behind this error and, more importantly, how to resolve it so you can get back to debugging your Flutter applications successfully. Understanding the Issue Dart DevTools is an essential suite of debugging tools for Dart and Flutter applications, but sometimes users encounter the 'exited with code 65' error. This issue generally arises due to configuration problems, outdated packages, or missing dependencies. Understanding these root causes can help you navigate your way to a solution effectively. Common Re…  ( 5 min )
    Abhishek Desikan | Growing as a Software Engineer Means Letting Go of Perfection
    When I started writing code, I thought the goal was perfection. A flawless feature. A zero-bug release. The cleanest, DRYest, most elegant solution to every problem. But if there’s one thing software engineering teaches you—again and again—it’s this: Perfect doesn’t ship. Progress does. Behind every product you love, every app you use daily, and every "it-just-works" moment, there’s a messy history of trade-offs, iterations, rewrites, and late-night breakthroughs. There’s never been a perfect version—only the best version for right now. “If you’re aiming for perfection, you’ll never release,” he says. “But if you aim for learning, you’ll improve with every commit.” That’s the shift that happens when you grow—not just as a coder, but as an engineer. Early Career: Learning the Rules Most engineers begin their journey by learning the rules. Mid-Career: Building Beyond Code As you gain experience, your job evolves. You're not just writing functions—you’re: The Myth of Mastery There’s a moment many engineers hit mid-career: you expect to feel confident, but instead, you feel behind. Late Career: Scaling Impact By the time you’re a senior or staff engineer, the problems you solve are rarely just technical. Letting Go to Grow So what does it really mean to grow as a software engineer? Final Thoughts: We’re All Still Learning No matter where you are in your career—just starting out, mid-level and unsure, or senior and scaling—remember this: You don’t have to be perfect. You just have to keep learning. Great software is built by people who care enough to try, fail, ask, share, and try again. People like Abhishek Desikan, who show that engineering is not just about building products—it’s about building people, teams, and ethical systems that serve others well. “We’re not just writing code,” Desikan reminds us. “We’re writing the story of how people experience technology.” And when we do that with care—even if it’s not perfect—we’re already doing something right.  ( 5 min )
    How to Ensure Parallel Task Execution on iOS 15 Using Swift?
    Introduction When developing high-performance applications, managing concurrency efficiently is crucial. In this article, we will address how to ensure that multiple tasks run in parallel on iOS 15 while using Swift's async/await and TaskGroup. Specifically, we will look into a puzzle-generating application that encounters parallel execution issues on iOS 15. We will explore the reasons behind the problem and provide actionable solutions to ensure optimal performance. Understanding the Issue The code example provided describes a puzzle generator that works based on a Latin square. Running four different tasks concurrently should ideally distribute the CPU load effectively across available cores. However, when tested on iOS 15, it appears that only one task is being executed at a time. This…  ( 5 min )
    Building a Book Sharing application with Amazon Q CLI
    I read a lot, and always have a couple of books on the go at any one time (currently Linchpin by Seth Godin and The Prisoner of Heaven by Carlos Ruiz Zafon. I am always on the lookout for a new book though, and this thread on LinkedIn sparked an idea (check the comments) about building a simple book sharing application that a group of friends might use to share good books they recommend. I had an idea of what I wanted to create: a simple web application that a group of friends could use to create lists of the books they are reading, provide ratings and comments, and then allow them to share and borrow books they might be interested in. I had a couple of hours whilst I was travelling, and wanted to use Amazon Q CLI to build this. Why? I have been slowly switching from VSCode to Zed, and the…  ( 10 min )
    The Runway Walk: Techniques for High-Fashion and Commercial Modeling
    The art of runway walking represents far more than simply moving from point A to point B—it’s a carefully honed skill that conveys brand aesthetic, garment movement, and professional polish. While television and social media often portray modeling as effortless, the reality involves precise technique, body awareness, and adaptability to different show requirements. The walk serves as a model’s primary tool for bringing clothing to life, requiring equal parts discipline and artistry to execute effectively. Proper runway technique begins with posture that appears relaxed yet controlled. The ideal stance starts with shoulders pulled back and down, creating an open chest without appearing stiff. The spine maintains natural alignment from the tailbone through the neck, allowing for fluid moveme…  ( 5 min )
    How to Fix Client ID Assignment Issues in ASP.NET with SQLite
    Introduction When working on a full-stack application using ASP.NET and Blazor, you might face challenges while managing relationships between entities in your databases. One common issue developers encounter is the inability to assign a Client to a Job due to errors like "Cannot assign an existing ID." This typically stems from misconfiguration in entity relationships or incorrect database handling. In this article, we will explore the possible reasons for this issue, how SQLite is utilized, and provide a solution to help you overcome this error. Understanding Entity Framework and SQLite Relationships In your case, you are using Entity Framework (EF) to manage your Client and Job entities with SQLite as the backend database. In ASP.NET, EF allows you to define relationships between entiti…  ( 5 min )
    List of all LLM models
    Major LLMs GPT-4.5 / GPT-4o / GPT-o3 / GPT-o4-mini (OpenAI) Gemini 2.5 Pro / Gemini 2.0 / Gemini 1.5 (Google DeepMind) Claude 3.7 Sonnet / Claude 3.5 Sonnet (Anthropic) Grok-3 / Grok-2 / Grok-1 (xAI) Llama 3.1 / Llama 3 / Llama 2 (Meta AI) Mistral Large 2 / Mistral 7B / Mixtral 8x22B (Mistral AI) Qwen 3 / Qwen 2.5-Max (Alibaba) DeepSeek R1 / DeepSeek-V3 / DeepSeek-V2.5 (DeepSeek) Falcon 180B / Falcon 40B (Technology Innovation Institute) PaLM 2 (Google) Nova (Amazon) DBRX (Databricks' Mosaic ML) Command R (Cohere) Inflection-2.5 (Inflection AI) Gemma (Google DeepMind) Stable LM 2 (Stability AI) Nemotron-4 340B (NVIDIA) XGen-7B (Salesforce) Alpaca 7B (Stanford CRFM) Pythia (EleutherAI) Phi-3 (Microsoft) Jamba (AI21 Labs) Ernie (Baidu) Granite (IBM) BERT (Google, foundational transformer model)  ( 3 min )
    Setting up Parseable with Kubernetes and Docker Desktop
    Setting up Parseable with Kubernetes and Docker Desktop This guide will walk you through setting up Parseable, a modern log analytics platform, using Kubernetes on Docker Desktop. We'll cover the complete setup process including MinIO for storage, Parseable deployment using Helm, and configuring ingress for external access. Before we begin, ensure you have the following prerequisites installed and configured: Docker Desktop with Kubernetes enabled Ingress-NGINX controller deployed on your Kubernetes cluster kubectl configured to work with your Docker Desktop Kubernetes cluster Ansible configured to run playbooks Setting up MinIO Deploying Parseable using Helm Configuring Ingress Complete Ansible Playbook MinIO is an object storage system that Parseable uses for storing logs. Let's set it…  ( 7 min )
    Como Aprender Uma Nova Linguagem de Programação
    Aprender uma nova linguagem de programação é um passo importante para qualquer engenheiro de software que busca ampliar seu leque de possibilidades e se manter relevante no mercado. Com o avanço constante da tecnologia, a capacidade de transitar entre diferentes stacks e paradigmas é cada vez mais valorizada. Se você já tem experiência como desenvolvedor, confira este roteiro prático para acelerar o seu aprendizado de uma nova linguagem — com referências ao clássico Clean Code, de Robert C. Martin. Entenda o contexto e o ecossistema Antes de começar, pesquise: Quais são os paradigmas principais (ex.: orientado a objetos, funcional, procedural)? Em quais cenários a linguagem se destaca? Qual é a proposta de valor dessa linguagem na prática do desenvolvimento? Ter clareza sobre isso evita te…  ( 5 min )
    Data Manipulation with a`transformArray` Function
    Hey fellow developers! Ever found yourself needing to group, filter, and aggregate array data in a specific way? Maybe you want to calculate the average price of in-stock items per category, or count the number of active users based on some criteria. If you've been writing repetitive filter, reduce, and looping logic, I've got something that might just become your new best friend: a versatile transformArray function. Let's dive in and see how it can supercharge your data wrangling! Imagine you have an array of product objects like this: const input = [ { id: 1, category: 'electronics', price: 500, inStock: true }, { id: 2, category: 'books', price: 200, inStock: true }, { id: 3, category: 'electronics', price: 1500, inStock: false }, { id: 4, category: 'books', price: 350, inSt…  ( 5 min )
    Why Use-After-Free Occurs with Rust's Thread Safety and Pointers?
    When working with Rust, one of the most significant challenges developers face is understanding how ownership and borrowing interact with threading and memory safety. This article explores a typical pattern when passing pointers to data structures across threads in Rust, particularly in the context of random number generation. We'll analyze a common issue related to use-after-free errors that can arise when implementing parallel processing with threads in Rust, and then provide a clear, step-by-step solution. Understanding the Use-After-Free Issue In your provided code, the primary concern arises from how Rust manages memory and ownership. In Rust, the compiler uses a borrow checker to ensure that references do not outlive the data they point to. When rng is dropped at the end of the main …  ( 5 min )
    Popular Video AI Models Every Developer Should Know
    Ever wondered how Netflix recommends the perfect movie trailer, how security cameras detect unusual activity, or how sports broadcasters create instant highlights? The secret lies in Video AI models. Video AI models enable automated analysis of complex visual data in real-time, enhancing efficiency, accuracy, and decision-making across sports analytics, surveillance, and content creation. With the explosion of video content (~500 hours of video are uploaded to YouTube every minute), video-centric AI applications are more critical than ever. These applications become possible only due to the underlying AI models allowing machines to analyze, interpret, and even predict events from videos. Video AI models enable advanced tasks like object detection, action recognition, and semantic segmenta…  ( 10 min )
    Security news weekly round-up - 9th May 2025
    The two prevalent cybersecurity threats that internet users face do not appear to be going anywhere soon. If you're an active reader of this series, you already know what they are; malware and phishing. When you think we're going to have a break, you read another news of another discovery, probably where you least expect it. Also, we thought we knew how to detect deepfakes because they could not mimic heartbeats. Now, based on recent research, it turns out that we were wrong. In other news, today is exactly 5 years since I started this series. Do you want to give me a shout-out? Kindly leave them in the comments section. Thank you. With that out of the way, let's begin. Deepfakes Now Outsmarting Detection By Mimicking Heartbeats Deepfakes can lead to heavy financial losses. That's why yo…  ( 14 min )
    Google A2A Protocol : Kafka Messaging Agent
    Integrating Google's A2A Protocol with Apache Kafka This project demonstrates the integration of Google's Agent-to-Agent (A2A) protocol with Apache Kafka using Spring Boot. The A2A protocol, developed by Google, enables seamless communication and task delegation between different AI agents. When combined with Kafka's robust messaging capabilities, it creates a powerful system for distributed task processing. A2AJava is java based implementation of Agent-to-Agent (A2A) protocol , it allows java based AI agents to: Discover each other's capabilities Delegate tasks between agents Track task progress and completion Handle complex workflows across distributed systems 👉Code for a2ajava is here This implementation showcases how to: Receive messages from Kafka topics Convert these messages int…  ( 6 min )
    Conquer the Subarray Sum: Sliding Window vs. Brute Force
    Hello everyone! Ever wrestled with finding the smallest contiguous subarray within an array that sums up to a given target? It's a classic problem, and today we'll explore two contrasting approaches in JavaScript: the elegant sliding window and the straightforward brute force. Let's dive in! Given an array of positive integers nums and a target integer target, our mission is to find the smallest contiguous subarray whose elements sum up to be greater than or equal to the target. If no such subarray exists, we return 0 (or some other indicator). The most intuitive approach is to consider all possible subarrays. We can achieve this using nested loops: The outer loop iterates through all possible starting indices i from 0 to n-1 (where n is the length of the array). The inner loop iterates …  ( 4 min )
    Google A2A protocol : Log Monitoring Agent
    Understanding Google A2A Protocol and Intelligent Log Processing What is Google A2A Protocol? Google A2A (Agent-to-Agent) protocol is an innovative approach to building agent-based systems that enables seamless communication and task delegation between autonomous AI agents. In the context of log processing, We can utilize A2A protocol to provide a structured way for different specialized agents to collaborate in handling various types of log events. Key features of A2A protocol for log monitoring: Asynchronous Communication: Agents can send and receive tasks without blocking Task-Based Architecture: Work is encapsulated in well-defined tasks Intelligent Routing: Tasks are automatically routed to appropriate specialized agents Stateful Processing: Tasks maintain state and conte…  ( 4 min )
    AI Code Generators & Tools That Speed Up App Development
    The software development landscape has transformed dramatically with the emergence of AI-powered code generators and development tools. Today's developers can achieve in hours what once took days or weeks, thanks to intelligent assistants that understand natural language, generate functional code, and help debug applications with remarkable precision. Gone are the days when writing code meant typing every character by hand. Modern AI tools now serve as intelligent collaborators, helping developers across all experience levels build applications faster and with fewer errors. These AI-powered systems learn from vast code repositories, understanding patterns, best practices, and programming languages to generate appropriate snippets or even entire functions based on simple descriptions. The r…  ( 6 min )
    Lessons from Building a Full Invoice App for the Price of a Netflix Subscription
    Like a lot of devs, I built a side project that scratched a personal itch: an invoice generator. But instead of going full SaaS startup mode, I treated it as a challenge—build something clean, useful, and fast, with a real login system, server-side PDF generation, and as little overhead as possible. The result is InvoiceDen, a React-based web app hosted on Cloudflare Pages, with backend functionality on an EC2 instance, all for about $8/month. Here’s what I learned architecting it on a shoestring budget — and how you can do something similar without spinning up Kubernetes or draining your wallet. The app is split into a classic frontend + backend setup, but optimized for cost and simplicity. Frontend: React app hosted on Cloudflare Pages Static deploys, global CDN, zero dollars Backend: Sm…  ( 5 min )
    The Real Reason Cloud Costs Spike After Deployment (And How to Stop It)
    It’s a common story: a team launches their application to the cloud, celebrates the deployment and then, weeks later, is shocked by a ballooning cloud bill. What started as a low-cost, high-efficiency architecture suddenly feels bloated and unpredictable. The truth is, most cloud cost spikes don’t come from initial deployments, they come from what happens after. And if you don’t have visibility or automation in place, it’s easy to lose control. Here’s what’s really driving those post-deployment cloud cost spikes and what you can do to stop them with the help of Kuberns. Idle resources that never got turned off After deployment, environments like staging, dev, or feature branches are often left running. Temporary services that were only meant for testing remain active, silently consuming…  ( 4 min )
    A Stargazer’s Guide to New Light Pollution Map[2025]
    Hey, fellow stargazers and tech enthusiasts! If you’ve ever tried to spot the Milky Way only to be drowned out by city lights, I’ve got a tool you’ll love: Light Pollution Map. This slick web app is a must-have for anyone passionate about astronomy or astrophotography. Built with a clean interface and powered by solid data, it helps you find the darkest skies for epic stargazing sessions. Let’s dive into what makes it awesome and why it’s a game-changer for coders and skywatchers alike. Light Pollution Map 2025 is an interactive web app that maps global light pollution using NOAA’s VIIRS satellite data and the 2015 World Atlas. It’s like Google Maps for stargazers, showing you where to find dark skies based on the Bortle Scale (Class 1 for pristine darkness, Class 9 for city-level light p…  ( 4 min )
    TEST
    `StopScript() { BUY_condition() { SELL_condition() { longPosition:= 0 if(BUY_condition() && longPosition 1) { if(shortPosition = 1) { click(point.a) shortPosition:= 0 click(point.c) } else { click(point.a) longPosition := 1 click(point.c) } } else if(SELL_condition() && shortPosition 1 ) { if(longPosition = 1) { click(point.b) longPosition := 0 click(point.c) } else { click(point.b) shortPosition := 1 click(point.c) } } }`  ( 3 min )
    How to Extract Base64 String Using Perl Regex Pattern?
    In this blog post, we will tackle the problem of extracting a Base64 string from a URI in Perl. Specifically, we want to retrieve the segment that comes after the /view/ part of the URL and before a numeric identifier. Using regular expressions in Perl is a powerful way to match and extract required content from strings easily. Understanding the Problem You have a URI that looks like this: my $uri = "https://example.com/entry/#/view/TCMaftR7cPYyC3q61TnI6_Mx8PwDTsnVyo9Z6nsXHDRzrN5ftuXxHN7NvIGK34-z/366792786/aHR0cHM6Ly9lcGwuaXJpY2EuZ292LmlyL0ltZWlBZnRlclJlZ2lzdGVyP2ltZWk9MzU5NzQ0MzkxMDc2Mjg4"; From this string, you mentioned needing to extract the Base64 string: TCMaftR7cPYyC3q61TnI6_Mx8PwDTsnVyo9Z6nsXHDRzrN5ftuXxHN7NvIGK34-z You want to isolate this part using a regex that captures only t…  ( 4 min )
    Lagoon v2.25: Enhanced Infrastructure Security and Performance Optimization
    This release of Lagoon focuses on infrastructure security, performance improvements, and enhanced insights capabilities while streamlining the platform's feature set to ensure operational reliability. Security and Infrastructure Enhancements Broker Service TLS Support The Lagoon Core broker service now offers optional TLS encryption All Lagoon Remote services have been updated to support TLS when configured This strengthens the security posture for inter-service communication TLS may become enabled by default in future releases Deployment Improvements Fixed a race condition that could trigger duplicate deployment notifications Extended multiple docker host support to improve build load distribution Prevented build cache invalidation across deployments These improvements enhance rel…  ( 3 min )
    WordPress Won't Save Your SEO
    I recently tried out 5 CMS platforms to use for our blog on sliplane.io and wrote a short section about why I did not like WordPress. Mainly that it’s bloated and plugin-heavy. Some people immediately started firing at me, telling me SEO would be "whack" if I used anything else... as if SEO was a feature toggle in WordPress. But let’s be clear about something: Google doesn’t rank your site based on your CMS! Google doesn’t care if you’re using WordPress, Webflow, Drupal or your content is served from a Google Sheet. Google doesn’t have a CMS bias built in. It doesn’t know how "clean" your CMS feels or cares about how many Yoast plugins you’ve installed. It only sees data. Numbers. Metrics. That's it. Here’s what Google can measure: Page speed – how fast your site loads. Mobile usability …  ( 4 min )
    5 Reasons Why Some Junior Developers Never Become Seniors
    Becoming a senior developer isn’t just about years of experience—it's about how you grow, think, and adapt. Unfortunately, not every junior developer makes it to the senior level. In this post, I’ll break down five common reasons why that growth sometimes stalls. You risk becoming outdated if you’re not actively learning new frameworks, languages, or patterns. Reading documentation, experimenting with side projects, and staying curious are essential habits. Seniors don’t stop learning—they learn faster and more strategically. Tip: Allocate a few hours each week to explore something new, even if it's outside your current stack. It’s one thing to write code that works—it’s another to understand why it works and how it can be improved. Junior developers who always reach for Stack Overflow bef…  ( 4 min )
    The Ultimate AI Experiment: When LLMs Play the Danganronpa Killing Game (Part 2)
    In Part 1, we talked about why we threw AIs into the wild world of Danganronpa – we wanted AI game characters that are actually interesting! We saw AI agents scheme, accuse, and fight for their virtual lives. Now, in Part 2, we get into the how: all the techy stuff like architecture, data management, and how we got these AIs to play together. Missed Part 1? Catch up here!! In Part 1, we whined about a big problem in gaming: even though AI is super smart now, a lot of game characters (NPCs) are still kinda... blah. Predictable. Polite, but dull. They say their lines, give you quests, but rarely do anything surprising or get into the messy social stuff that makes games with real people so fun. Our crazy idea? The Agentic Danganronpa Simulator. We took AI agents, gave each one the personality…  ( 21 min )
    The Ultimate AI Experiment: When LLMs Play the Danganronpa Killing Game (Part 1)
    Ever wondered what happens when super-smart AI isn't just a tool, but a player in a crazy game of lies, strategy, and survival? What if AI could truly act out complex characters, scheme against each other, and fight for their lives in a twisted social deduction game? This two-part series shows you how we built exactly that: an AI-powered Danganronpa simulator where the characters are anything but predictable. Play the game yourself! or check out the open-source code on GitHub! Let's be real: Large Language Models (LLMs) are doing some mind-blowing stuff lately – things that felt like pure sci-fi just a few years back! We've seen them crush super-complex games like Go, write surprisingly human-like text and code, and even run cool simulations. AI agents can now explore and conquer virtual w…  ( 10 min )
    GitHub Action CI/CD using UV Package Manager (requirements.txt not required)
    I was working in django backend project and wanted to setup github action using uv package manager because I have shifted from pip to uv. The default template of Django github action is using pip and need requirements.txt file. The problem is that after add new packages you have to add dependencies each time in requirements.txt file. uv solve this problem. But I did not find any blog that shows how to write the yml file only using uv. This blog solve this problem, enjoy!: name: Backend CI/CD Pipeline on: push: branches: [ "main" ] pull_request: branches: [ "main" ] jobs: build: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - name: Set up Python uses: actions/setup-python@v5 with: python-version-file: backend/.python-version - name: Install uv uses: astral-sh/setup-uv@v5 - name: Create virtual environment working-directory: ./backend run: uv venv .venv - name: Install dependencies with uv working-directory: ./backend run: uv sync - name: Run Django tests working-directory: ./backend run: uv run python manage.py test uv sync command install the dependencies using the uv.lock file you have to add uv run in every command related to django, because we are not activating the virtual environment  ( 3 min )
    💡 I Built a Simple "Project Ideas Generator" for Developers (HTML + Tailwind + JS)
    Hey devs! 👋 🎯 What It Does: Choose a tech stack like JavaScript, Python, AI/ML, etc. One click gives you a fresh project idea 💥 You can use it to practice, start portfolio projects, or even kick off a hackathon idea. 💻 GitHub Repo https://github.com/Andx-cyber/project-ideas-generator 🧠 Why I Made It 🛠️ Tech Stack TailwindCSS Vanilla JavaScript No backend. 100% browser-based and super light. 🚀 What's Next? Add more unique ideas by category Implement dark mode Add a save/share feature Maybe even let users submit their own project ideas 🙌 Let Me Know! Thanks for reading — Happy building! 🔧  ( 3 min )
    How to Enable MultiSubnetFailover for .NET Framework 4.0
    Introduction If you’re working on an older ASP.NET MVC project targeting .NET Framework 4.0, you may run into connection issues when migrating your SQL Server database infrastructure to an AlwaysOn Availability Group cluster. This article addresses commonly faced connection timeout issues and explores the support for the MultiSubnetFailover=True setting in your database connection string. Understanding the Connection Challenge When migrating to a new infrastructure setup, especially to an AlwaysOn Availability Group, connection stability is crucial. In your case, where about 50% of connection attempts are timing out, there are a few probable causes: DNS Resolution: Your application might be attempting to connect to the standby node, which is not active, causing timeouts. Connection String …  ( 5 min )
    Dockerize mutliple containers with compose
    Use case - what it solves So If you're familiar with docker containers so far (if not, read my previous two articles on this), When there's more than 1 container, and they have to interact, there's some things you have to repeat, like: pulling image & creating a container. allocate volumes, pass ENV args, etc to container have all containers running in same network . Now if there's 3,4,5,.. or more, it gets more hectic, see where this is going? Docker compose solves that, by "composing" up your containers config in a file type called "yaml" (its similar to json - a data format, usually for configs). You still have things like Dockerfile and concepts of containers are the same, its just the process that's simpler. A quick example of 3 containers rolling up using docker compose. So here's…  ( 4 min )
    WebUSB API for Direct USB Communication
    WebUSB API for Direct USB Communication: An Exhaustive Technical Guide Table of Contents Introduction Historical Context How WebUSB Works Supported USB Protocols Basic USB Device Communication Complex Data Transfers Interfacing with Human Interface Devices (HID) Comparison with Alternative Approaches Real-World Use Cases Performance Considerations and Optimization Strategies Potential Pitfalls and Advanced Debugging Techniques Conclusion References The WebUSB API represents a landmark in web technology that allows web applications to communicate directly with USB devices. This capability bridges the gap between web applications and hardware interactions, extending the utility of web applications beyond conventional data transactions. With an understanding of the WebUSB API, d…  ( 7 min )
    JavaScript Closures in Action: Solving Fibonacci with Memoization
    If you're learning JavaScript, you've likely come across closures — a concept that's easy to overlook but incredibly powerful. In this post, I'll break down closures using a real-world coding example: computing Fibonacci numbers with memoization. A closure is when a function remembers the variables from its lexical scope, even after the outer function has finished executing. In other words, inner functions can "close over" variables defined in an outer function — keeping them alive between calls. Let’s start with a simple (but inefficient) recursive Fibonacci implementation: function fib(n) { if (n <= 1) return n; return fib(n - 1) + fib(n - 2); } console.log(fib(10)); // 55 This works, but it's horribly inefficient for large n due to repeated calculations. Let’s use a closure to store previously computed Fibonacci numbers (aka memoization) and avoid redundant work. function createFibonacci() { const memo = {}; function fib(n) { if (n in memo) { return memo[n]; // Return cached result } if (n <= 1) { memo[n] = n; } else { memo[n] = fib(n - 1) + fib(n - 2); } return memo[n]; } return fib; } const fibonacci = createFibonacci(); console.log(fibonacci(10)); // 55 console.log(fibonacci(50)); // 12586269025 — much faster due to caching! memo is defined once inside createFibonacci() and persists across calls to fib() because of closure. Even after createFibonacci() has returned, the fib() function still remembers the memo object. This is the closure in action: the inner function keeps access to its outer scope. Closures allow us to: Preserve state across function calls without polluting the global scope. Create factory functions like createFibonacci() that generate self-contained logic. Enable powerful patterns like memoization, function factories, and data encapsulation. Closures aren't just theoretical — they’re a practical tool for writing clean, efficient JavaScript. Have any cool uses of closures? Drop them in the comments!  ( 3 min )
    Vanilla JS x Bibliotecas/Frameworks
    📦 O que é esse tal de Vanilla JS? Você já ouviu falar em Vanilla JS? Esse é o nome "chique" que usamos para nos referir ao JavaScript puro, sem bibliotecas, frameworks ou qualquer ferramenta extra que se baseie nele. Ou seja, quando falamos em Vanilla JS, estamos falando do JavaScript raiz, do jeitinho que ele sai do forno do navegador, pronto para ser usado sem nenhum tempero a mais. Mesmo sendo uma linguagem extremamente poderosa — utilizada tanto no Front-End quanto no Back-End — no front-end o Vanilla JS tem um papel essencial: manipular o DOM (Document Object Model). Mas… como isso funciona na prática? Chega mais! 👇 Olá! Clique function mudarTexto() { document.getElementById("mensagem").innerText = "Texto…  ( 6 min )
    This right here..... keep your AI generated stuff properly validated
    🚀Fixing AI Code with Model-Based Testing: A Developer's Tale Ankit Kumar ・ May 8 #ai #coding #testing #developer  ( 2 min )
    Beyond `omitempty`: Understanding `omitzero` in Go 1.24
    In Go version 1.24, the encoding/json package introduced the omitzero tag, making the behavior of ignoring zero-value fields more explicit and customizable. This article provides a detailed explanation of how to use the omitzero tag. omitzero Tag The omitzero tag is used to control which zero-value fields should be omitted when serializing Go objects into JSON. Unlike the omitempty tag, which omits empty-value fields, zero values and empty values, while similar, are not equivalent in Go. For example: For the time.Time type, the zero value is "0001-01-01T00:00:00Z", which is not considered an empty value. For a slice field like IntSlice []int, both [] and nil are considered empty values. omitzero Precise control: Explicitly omits zero-value fields, rather than empty-value fields. Cust…  ( 4 min )
    How to Start Foreground Service from BroadcastReceiver in Android 15?
    Introduction Are you experiencing issues with starting a foreground service from a BroadcastReceiver when handling phone calls in your Android application? This is a common challenge faced by developers, particularly after Android 15, which introduced new restrictions on starting foreground services directly from a background context. In this article, we will explore effective strategies to work around these restrictions and ensure your application can provide the necessary functionality, such as showing a floating view with caller information during phone calls. Understanding the Foreground Service Start Restriction Starting from Android 15 (API level 31), there are new limitations on using foreground services in certain contexts. The ForegroundServiceStartNotAllowedException occurs when …  ( 5 min )
    Burger sticker
    Check out this Pen I made!  ( 2 min )
    Open Source Sustainability Initiatives at Deutsche Telekom: Integrating Innovation and Sustainability
    Abstract: This post delivers an in-depth exploration of Deutsche Telekom’s commitment to open source as a driver of sustainability and innovation. We delve into the background, core concepts, and applications of open source technology in Deutsche Telekom’s strategic roadmap, highlighting collaborations with projects like OpenStack and Kubernetes, sustainable network infrastructures through SDN and NFV, and exciting future applications involving AI and IoT. Detailed tables, bullet lists, and structured sections provide clarity for both technical experts and SEO crawlers. For a deeper look at Deutsche Telekom’s original initiatives, visit the Original Article. The landscape of technology is evolving rapidly, and at the forefront is the open source movement, which fosters collaboration and a…  ( 8 min )
    This Week in Cloud: Community Edition
    AKA: The one where I didn’t break anything on purpose. This week was less about tinkering with new AWS services and more about turning the spotlight on the community side of cloud development. If you’ve been following along, you know I’ve spent the last few weeks deep in LocalStack. Testing services, simulating chaos, debugging stateful nightmares (good times!). But this week, I shifted gears. Instead of code, I focused on content and connection. The LocalStack community is incredibly helpful. People show up daily with questions, bug reports, and clever workarounds. It’s a support-driven space that works. But I’ve been noodling on a bigger goal: How do we turn a support community into a space for shared learning, storytelling, and collaboration? I don’t have the full answer yet, but I’ve s…  ( 4 min )
    Chat your website to life: The CMS, Reimagined
    "Why can't building a website feel as fast as drafting a tweet?" A tired founder stares at a blank landing page and thinks: "Code, hosting, SEO, deployment—why so many moving parts?" That frustration sparked Vilcos. Chapter 1 — Foundations Vilcos unites three modern stacks: Chainlit + Agno – a model-agnostic AI co-developer that edits HTML/CSS/JS on demand. Vite + Tailwind – hot-reload frontend workflow for instant feedback. Docker + Fly.io – global deployment in a single command. Workflow overview: # Modern installation (new!) npx create-vilcos-app my-website # Standard operations ./vilcos start # Live AI editing & preview ./vilcos publish # Static build & SEO post-processing ./vilcos deploy # Multi-stage Docker → Fly.io edge Get started in seconds with npx create-vilcos-app my-website and a polished black-themed template appears, ready for conversation-driven edits. Drag-and-drop builders limit creativity. Vilcos lets you talk to your site: Ask – "Add a pricing table with three tiers." See – Chainlit patches the code in seconds. Refine – "Switch to dark mode." Immediate. An embedded knowledge base keeps the AI grounded in your exact template files, avoiding hallucinations and ensuring output matches your site's existing structure. Docker compiles; Caddy serves; Fly.io distributes. Zero-config HTTPS and anycast IPs. Add a CNAME in Cloudflare, run fly deploy, and you're online worldwide in under a minute. Speed – Idea → live site in one sitting. Simplicity – One repo, one CLI, no CI pipeline gymnastics. Portability – Templates are plain files—take them anywhere. Flexibility – Works with any AI model that Agno supports. Accessibility – Install with a single command using the familiar npx pattern. Join the project, open a chat with Vilcos, and build something remarkable. Built with practical caffeine and a commitment to making the web faster to create.  ( 4 min )
    Curb Your Cynicism, Cultivate Curiosity
    The eye-roll isn’t a personality trait. It’s a warning sign. It starts as a harmless reflex. Someone drops a half-baked feature in sprint review, proudly demoing what amounts to a glorified loading spinner - and your brain whispers, “Seriously?” Another project dies on the vine, killed by the same meetings that birthed it, and you think, “Of course it did.” You’ve seen this show before. You know how it ends. Congratulations. You’ve unlocked senior cynicism. It feels like insight. Like armor. But it’s actually rust. And if you don’t watch it, it will eat straight through your usefulness. Cynicism is ego’s favorite disguise. It lets you feel smart without risking anything. If something fails, you “saw it coming.” If it works, you’re still right - just surprised. It’s the ultimate no-lose b…  ( 5 min )
    Why New York is a Hub for Website Design and Development
    New York City, often referred to as the Big Apple, is not just a cultural and financial center; it is also a thriving hub for website design and development. The city's unique blend of creativity, technology, and business acumen makes it an ideal location for companies and professionals in the digital space. In this article, we will explore the reasons why New York stands out as a leader in website design and development. The Creative Energy of New York A Melting Pot of Ideas New York is known for its diverse population, which brings together a wide range of perspectives and ideas. This diversity fosters creativity, making it an ideal environment for innovative web design. Designers and developers in New York are inspired by the city's art, culture, and dynamic lifestyle, whic…  ( 5 min )
    [Boost]
    Building Event-Driven Go applications with Azure Cosmos DB and Azure Functions Abhishek Gupta ・ Apr 25 #go #serverless #azure #database  ( 2 min )
    Day-20 of Learning!
    ⁠#100DaysofCode - [Day 20] I have started my web development journey today. Feeling excited to learn and implement! Learned about: Asking/answering questions properly Avoiding early reliance on AI The real journey of a web dev Completed 10% of The Odin Project – Foundations. Loving the text-based, beginner-friendly way of teaching.  ( 2 min )
    How to Use Reflection with Nested Structs in Go?
    Understanding Reflection in Go with Nested Structs Reflection is a powerful feature in Go that allows you to inspect and manipulate objects at runtime. In this blog post, we'll explore how to use reflection with nested structs and interfaces, specifically focusing on printing the contents of structs that implement a certain interface. We will fix the example provided, ensuring that our code dynamically recognizes interface implementations without explicitly mentioning the structs. The Problem with Your Reflection Code In your provided code, you are encountering an 'ErrUnhandledType' error when trying to directly recognize the PrintStr interface during iteration. This occurs because the Field(i).Interface() method retrieves the value of the struct, not the pointer that implements the PrintS…  ( 5 min )
    From Setup Hell to Dev Heaven: Why You Should Use Dotfiles
    I’m not the most careful person when it comes to laptops — or any device, really. At one of my former jobs, I ended up replacing my machine three times (not proud of it 💀). By the third round, I was already sick of going through the whole setup process again. That pain led me to discover something that changed my workflow for good: dotfiles. In this article, I’ll walk you through what dotfiles are, why they matter, how to version-control them, and how to back up and restore your full dev setup without the pain. Dotfiles are hidden configuration files on Unix-based systems (like macOS, Linux, or WSL). They store preferences for tools like your shell, text editor, terminal multiplexer, and more — allowing you to personalize your development environment. By version-controlling your dotfiles …  ( 6 min )
    LH2L: Servers 101 (Now 2x as basic!)
    Welcome to another installment in Learning How to Learn. For context, I am on a journey to teach myself backend. To do that, in addition to all of the technical knowledge, I also need to know how to learn and be a teacher. So today we will breach fundamental concepts in both areas: levels of understanding and servers. Lets start with levels of understanding. In the world of education, there is a helpful framework called "Bloom's Taxonomy" that breaks them down easily: Remembering Understanding Applying Analyzing Evaluating Creating This covers everyone from the newest student to the oldest expert. So if I have this goal to learn backend, my very next question is to what level should I be learning backend? Well my goal is ultimately to be employable, and the standard for employment…  ( 6 min )
    Getting Started with P5js
    Hello World So you want to make pictures with code? Perfect—p5.js is basically Processing’s JavaScript‑savvy little sibling, built for the browser and ridiculously easy to spin up. Drop one script tag, write a setup() and a draw(), and you’re already painting pixels. The library handles all the boring canvas plumbing, so you can jump straight to the fun bits -- random lines, kaleidoscopic color, even interactive sketches -- without wrestling a build system or a GPU API. In this post we’ll start from absolute zero: an index.html that pulls in the p5.js CDN, a bare‑bones script.js with createCanvas(), and a first “hello world” doodle driven by a sprinkle of randomness. If you’d rather poke around before we dive in, crack open the official docs at p5js.org or play in the Web Editor -- then …  ( 8 min )
    How to Fix Bootstrap Buttons for Expanding Forms Properly?
    Introduction Are you experiencing issues with Bootstrap buttons that don't behave as expected when expanding or collapsing comments within forms? You're not alone! This problem is commonly faced by developers who use Bootstrap's collapse functionality, especially when handling multiple forms on a single page. In this article, we will dive into why this issue occurs and provide a step-by-step solution to ensure that each button works exclusively within its respective form. Understanding the Problem The root of the issue lies in the way Bootstrap identifies collapse targets with class selectors. When you use a common class like multi-collapse for multiple buttons across different forms, Bootstrap mistakenly associates the collapse actions of the buttons with all elements sharing that class. …  ( 4 min )
    From Helpful to Hilariously Wrong: Inside LLM Hallucinations
    If you've ever asked ChatGPT or any AI tool a question and gotten a super confident—but totally wrong—answer, congratulations: you've just experienced an LLM hallucination. And no, it’s not a bug. It’s a feature… well, sort of. In this post, let’s break down what these hallucinations are, why they happen, and how folks are trying to fix them — without going full research paper on you. In humans, hallucinations mean seeing or hearing stuff that’s not there. For large language models (LLMs), it means making stuff up — facts, links, names, quotes, whatever. Sometimes it’s subtle (like getting a date wrong), other times it’s full-blown fiction (inventing research papers or claiming a celebrity starred in a movie they didn’t). And the worst part? The AI says it like it totally knows what it’s t…  ( 5 min )
    GitHub Sponsors and the Open Source Ecosystem: A Comprehensive Guide
    Abstract This comprehensive guide explores GitHub Sponsors and its role in sustaining the open source ecosystem. We delve into the evolution of open source funding, detail core concepts such as tiered sponsorship, blockchain integration, NFTs, and tokenization, and discuss practical use cases, challenges, and future trends. By blending technical insights with real-world examples and authoritative references like GitHub Sponsors and GitHub Sponsors Payout Process, this post aims to provide technical experts and enthusiasts with actionable strategies for leveraging innovative funding models to power open source development. Open source software has always thrived on collaboration, passion, and community support. However, sustainability remained a challenge until new funding models emerged.…  ( 9 min )
    Web Cache Deception Attacks
    Web Cache Deception is a vulnerability first described in 2017. It occurs when a caching system — such as a reverse proxy or CDN — can be tricked into caching sensitive, dynamic content that should only be delivered to authenticated users but ends up being publicly available. This is usually due to poorly thought-out or inconsistent configurations in how the cache interprets and stores different types of requests. Many caching systems have simple rules for deciding what can and cannot be cached. A common pattern is to only cache "static" files — such as those ending in .js, .css, .png, .ico, etc. The problem arises when the cache relies solely on the structure of the URL path to make this decision, ignoring the actual behavior of the server behind it. Imagine this: the caching system is in…  ( 4 min )
    🧠 Which tech career should you choose? This uses Amazon Q CLI to help you decide
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities RutaTech CLI is a command-line tool built with Node.js and Amazon Q CLI that helps users - especially students, career changers, and curious adults - explore paths in technology through a personalized, interactive experience. This tool transforms the question "What career in technology is right for me? into a conversation in the CLI. Users can: 📝 Take a quiz to identify skills. 🧩 Get AI-generated learning paths 💡 Find real opportunities (bootcamps, scholarships, jobs) ❤️ Discover inspiring stories from technology professionals 🤩 Explore interactive challenges 🤝 Match personal interests with relevant technology roles This isn't just a script - it's a smart, modular career companion o…  ( 4 min )
    Escaping the DOM with React Portals: Practical UI Rendering Techniques
    Modern web apps often include dynamic elements like modals, tooltips, dropdowns, and popovers. These UI components need to float above everything else, but positioning them correctly can get tricky, especially when they're deeply nested in the DOM. That’s where React Portals come in. React Portals let you render components outside the normal DOM hierarchy, making it easier to handle z-index, positioning, and layering—without complicating your component logic. In this guide, you’ll learn what React Portals are, why they matter, and how to use them to build cleaner, more flexible UIs. React Portals let you render a component outside its parent DOM node—perfect for things like modals or tooltips that need to break out of the usual layout, while still staying in the same React tree. You create…  ( 5 min )
    This is your go to guide for S3! Want to connect with me on LinkedIn? Here you go. http://linkedin.com/in/phanikumarkolla
    Amazon S3: Your Ultimate Guide to Infinite, Secure, and Cost-Effective Cloud Object Storage PHANI KUMAR KOLLA ・ May 7 #aws #s3 #cloudcomputing #webdev  ( 3 min )
    How to Declare Anonymous Types in C# Without Instances?
    Introduction In C#, anonymous types are useful for encapsulating a set of read-only properties into a single object without explicitly defining a class. However, developers often seek better ways to declare these types without relying on creating instances, which can lead to less readable and maintainable code. This article explores various methods and optimizes the solution for anonymous types in C# while avoiding hacky implementations. Understanding Anonymous Types in C# Anonymous types in C# allow you to create simple objects without creating a separate class definition. However, creating instances as seen in your initial example can appear convoluted and detracts from clarity and maintainability. The issue arises when developers need a type to be used across different scopes without re…  ( 4 min )
    Who Is Mirage? Crack the Terminal. Quack the Code.
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! A 90s-style terminal game where you explore, uncover hidden files, and slowly become the villain. You just need to know some basic Linux commands. A little experience helps, but you can use help to see all available commands, and there are hints provided along the way. Mirage OS <- play here game github url I’ve mentioned in my GitHub the prompt I used to set up the base for the game. While it’s not exactly the same, it’s pretty much accurate. Thank you, Amazon Q! prompt I really love Welcome to the Game 2 and its mechanics by Reflect Studios. I wanted to bring the dark web vibe into my game using Linux commands, but due to time constraints, I couldn’t fully execute it. Still, I took inspiration from how the user is drawn into the dark web, adapting it with terminal-based gameplay.  ( 3 min )
    Regex in java
    Regex : regex (short for regular Expression) is a way to search for specific patterns in text. for example: $ Java Regular Expresion are used through specific class in the java.util.regex packge. $ These classes use regex patterns they do not extends or inherit them. 1.Pattern - compiles the regex. pattern and Matcher class: Matcher class: Public final class Pattern extends object implements Serializable. Importans Note: Public final class Matcher extends Object. important notes: the class is compile() in static method.it is regex String compile,it pattern object chenge . matches() - full match find() - finds any match inside String. group() - returns matched part. 4.start() - start index of match. end() - End index of match.  ( 3 min )
    Exploring The Sandbox’s Role in Musk’s Metaverse Vision: A Deep Dive into Blockchain & NFT Innovation
    Abstract This post examines how The Sandbox—a leading blockchain-based virtual world—is positioned to support Elon Musk’s visionary metaverse ideas. By exploring the fundamentals of the metaverse, blockchain technology, NFTs, and decentralized platforms, we discuss The Sandbox’s key features, potential applications, challenges, and how emerging trends in technology pave the way for innovation in virtual economies. We also highlight real-world use cases and include supporting tables, bullet lists, and relevant links for further reading, ensuring a holistic and SEO-optimized overview. Digital disruption is accelerating at an unprecedented pace. With the convergence of blockchain technology, non-fungible tokens (NFTs), and next-generation virtual worlds, the traditional boundaries between re…  ( 9 min )
    AWS Databases Unlocked: Choosing the Right Engine for Your Application in 2025
    Ever felt that dizzying sensation looking at the AWS console, or trying to pick a database? "Should I use RDS? Or is DynamoDB better? What about Aurora? Or Redshift for this analytics thing?" If you've been there, you're in good company! Choosing the right database on AWS is a pivotal decision that can significantly impact your application's performance, scalability, cost-efficiency, and even your team's development velocity. With AWS offering a purpose-built database for virtually any workload, navigating this landscape can feel like finding a specific book in a colossal library. But fear not! This guide is your compass. Whether you're a cloud novice wondering where to start, or an experienced engineer looking to refine your database strategy, I'll demystify AWS's database services. I'll …  ( 12 min )
    Sharding vs. Partitioning
    If you're building anything beyond a toy application, you will hit scaling bottlenecks. When your database starts groaning under load, two architectural strategies emerge as lifelines: partitioning and sharding. But they're not interchangeable—misusing them can make your scaling problems worse. Let's break them down technically. Partitioning: Splitting Data Within a Single Database What it is: Partitioning (often called horizontal partitioning) divides a table into smaller segments within the same database instance, based on a partition key (e.g., user_id, date). How it works: Range Partitioning: Data split by value ranges (date = '2023-01-01'). List Partitioning: Explicit mappings (region IN ('east', 'west')). Hash Partitioning: A hash function distribut…  ( 4 min )
    How can I optimize a Go solution for maximum score problem?
    Introduction In this article, we will dive into an efficient Go solution for the problem of finding the maximum score from two sorted arrays. This problem can often be found on competitive programming platforms, including LeetCode. We'll discuss the approach of using two pointers to solve the problem efficiently. Additionally, we will explore some optimizations that you can implement to ensure your code handles large inputs without facing overflow issues. Why Do Overflow Issues Occur? When working with large datasets, especially in programming languages like Go, it’s crucial to choose the right variable types. In the context of this problem, overflowing can happen if the computed sums exceed the limits of the data type used. Here, we are already using int64, which should be sufficient for …  ( 4 min )
    What is a Large Language Model (LLM)? A Comprehensive Guide for Developers
    Introduction In the rapidly evolving field of artificial intelligence (AI), Large Language Models (LLMs) have emerged as powerful tools capable of understanding and generating human-like text. These models are transforming industries by enabling applications such as chatbots, content generation, and code assistance. This post delves into the fundamentals of LLMs, their architecture, applications, and how developers can leverage them in modern applications. A Large Language Model (LLM) is a type of AI model trained on vast amounts of textual data to understand, generate, and manipulate human language. LLMs are designed to perform a variety of natural language processing tasks, including: Translation Summarization Question answering Sentiment analysis These models are built upon deep learn…  ( 6 min )
    PocketBase + React Native
    I have a bit of an obsession with finding the fastest way to launch apps. My goal is to be able to create fully functional MVP's and proofs of concept in less than a day. That means being able to spin up a backend and then implement a frontend as efficiently as possible. For the backend, PocketBase has been my favorite lately. On the frontend I am still trying to find a winner. I like Quasar (VueJS + Capacitor) which is fantastic for web apps, but falls a bit short for mobile apps. I've been eyeing React Native lately especially since Expo offers a ton of great plugins like Location and also supports remote updates. Unfortunately I fell well short of being able to create a basic app in less than a day with these two. After clearing a few roadblocks, however, I think you'll be able to move …  ( 5 min )
    BrogsCursor: Revolutionizing Workflow Automation with Precise Mouse & Keyboard Recording
    Introduction: Why I Built BrogsCursor The question became clear: Why not create a free, open-source solution that puts the power of automation directly in users’ hands? This is how BrogsCursor was born — a Python-based tool that precisely records and replays mouse movements, clicks, and keyboard inputs with pixel-perfect accuracy. No paid browser APIs, no complicated setups, just straightforward automation for everyone. What is BrogsCursor? Whether you’re a developer looking to automate repetitive tasks, a QA engineer creating test scenarios, or simply someone who wants to automate daily workflows, BrogsCursor offers a simple yet powerful solution. The AI Automation Revolution Require expensive subscriptions Real-World Applications The Development Journey As an engineer passionate abo…  ( 4 min )
    Share markdown: Vibe coding a tweet
    I was scrolling through twitter when i saw this post, mentioning how there wasn't a simple tool where you can easily share and edit markdown that is embedded in the url This was the perfect project that the current tooling of AI agents is making really accessible and simple. I also learned a new tip.. There is a way to add URL query parameters that don't get sent to the server, that is by using hash parameters. This is an incredibly easy solution to the problem of embedding information when you don't want to involve a server. Wanna see how that looks? check out the project here.  ( 3 min )
    "Building a Lightweight Blockchain in Go from Scratch"
    Hey Gophers and blockchain enthusiasts! 👋 I recently built Lite-Blockchain, a minimal yet functional blockchain implementation in Go. The goal was to demystify how blockchains work under the hood while leveraging Go’s simplicity and concurrency features. Let me walk you through what I learned! Why Build a Blockchain in Go? Key Features Transaction System: Create and validate transactions. Pure Go: No external dependencies—just the standard library. Lightweight: Perfect for learning. Code Snippets go Timestamp int64 Transactions []*Transaction PrevHash []byte Hash []byte Nonce int } And how transactions are added: go tx := NewTransaction(sender, recipient, amount) bc.PendingTransactions = append(bc.PendingTransactions, tx) } Why Go for Blockchain? Performance: Faster than interpreted languages like Python. Simplicity: Explicit error handling and no inheritance headaches. Try It Out! bash https://github.com/sumeetingenuity/Lite-Blockchain.git Run the example: bash Contribute or Learn Check out the GitHub repo to dive deeper!  ( 3 min )
    But why care about SOLID?
    Or: Why care about any Software Engineering principles? Embracing principles makes you a more adaptable engineer. You’re no longer tied to a specific framework, language, or tech stack. Instead, you can work effectively with the tools at hand and make them work for you. For example, I appreciate the SOLID principles. When I have the freedom to choose, and it fits the project, I often reach for Kotlin. It makes applying core principles straightforward in most cases. // Single Responsibility Principle class ReportGenerator { fun generate() { /* ... */ } } class ReportPrinter { fun print(report: ReportGenerator) { /* ... */ } } // Open/Closed Principle open class Shape { open fun area(): Double = 0.0 } class Circle(val radius: Double) : Shape() { override fun area() = Math.PI * r…  ( 5 min )
    The One Trait All Truly Great Engineers Share
    Albert Einstein once said, “I have no special talents. I am only passionately curious.” I’ve worked with a lot of engineers over the years. From juniors trying to get their first PR merged to seniors who basically run the entire company. And the best ones, the ones who constantly level up, spot bugs before they happen, and seem to "just get it," aren’t always the smartest in the room. But they all have one thing in common. They are endlessly curious. They go down rabbit holes nobody asked them to go down. They read the source code. They poke at edge cases. They don’t stop at “it works.” They ask, “why and how does it work?” Raw knowledge is easy to come by now. If you want to learn Kubernetes, there’s a 12-hour crash course. Want to build a backend in Go? Copy-paste the right tutorial a…  ( 5 min )
    🔁 How to Redirect Users to the App Store or Play Store in React Native
    Redirecting users to the App Store or Google Play Store is a common requirement in mobile app development — whether you're prompting users to rate your app, update to the latest version, or simply redirect them after certain actions. In this blog, we'll walk through how to do this efficiently in a React Native app with support for both iOS and Android. A simple React Native component that: Detects the platform (iOS or Android), Attempts to open the native app store using a deep link, Falls back to the browser URL if the native store app is unavailable. Here's the complete example: import {StyleSheet, Text, View, Linking, Platform, Button} from 'react-native'; import React from 'react'; const App = () => { const AppleAppID = 'YOUR_APPLE_APP_ID'; const GooglePackageName = 'YOUR_PACKAGE_…  ( 3 min )
    Siemens: Embracing Blockchain for a Sustainable Future
    Abstract: This post explores how Siemens is leveraging blockchain technology to transform sustainability initiatives. We dive deep into Siemens’ roles in energy management, supply chain transparency, and circular economy practices. Along with background context on blockchain, the article discusses real-world applications, key challenges such as energy consumption and interoperability, and future innovations as Siemens aims for a carbon-neutral future by 2030. With tables, bullet lists, and integrated links to authoritative sources and related dev.to posts, we present a comprehensive view of this technological evolution. Blockchain is no longer just a buzzword; it is revolutionizing industries across multiple fronts. Siemens, as a global technology leader, is embracing this innovation to a…  ( 8 min )
    * for Iterable Unpacking in a Python function
    Buy Me a Coffee☕ *Memos: My post explains iterable unpacking in Python. My post explains variable assignment in Python. You can use * for the iterable unpacking in a function as shown below: A * is an iterable unpacking operator. A *parameter can store zero or more values as a tuple in a function. Only one *parameter can be used for the iterable unpacking of a function. Zero or more *iterables can be passed to a function with the zero or more values unpacked from zero or more iterables. def func(*args): pass def func(*mylist): pass def func(p, *args): pass def func(p="param", *args): pass def func(*args, p): pass def func(*args, p="param"): pass def func(*args, **kwargs): pass def func(p, *args, **kwargs): pass def func(p="param", *args, **kwargs): pass def func(*args, p, **kwargs): pa…  ( 4 min )
    How to Create a Sliding Navbar for Mobile Responsiveness
    Introduction Creating a responsive navigation bar that seamlessly transforms into a sliding sidebar for mobile devices can significantly enhance user experience on your website. If you’re facing challenges making your navbar slide into view instead of just appearing, you're not alone! In this article, we’ll explore how to achieve a smooth sliding effect for your mobile navbar and utilize JavaScript and CSS effectively to solve common problems. Understanding the Problem When developing a responsive navbar, you may face issues with displaying it in a user-friendly manner, especially on smaller screens. In your case, although you've already made an excellent start by implementing a toggle function and refactoring your navbar to load dynamically, the lack of a sliding effect may stem from your…  ( 4 min )
    How I Built A Secure, Anonymous Feedback Platform From Scratch
    Motivation and Need We've all experienced institutions — colleges, companies, organizations — where management collects feedback. But when it comes to submitting complaints, the process often feels tedious, intimidating, or unclear. Sometimes it's so complicated that people just give up. Even if you do manage to submit a complaint, there's no guarantee you won’t face backlash from the administration or individuals involved. ⚡ I wanted to solve this. I wanted to make a transparent and safe feedback process where: The admin can invite people to submit feedback or complaints, But the identity of the user remains hidden, Ensuring honest feedback without fear. Thus, I built an Anonymous Feedback Backend system. From what I’ve seen, feedback is often collected using tools like Google Forms. At…  ( 9 min )
    [Boost]
    Why Every Programmer Needs a Non Computer Hobby 🎯 Mahdi Jazini ・ May 5 #lifestyle #productivity #programming #mentalhealth  ( 2 min )
    Browser Compression Options 2025
    I was exploring the MDN docs and stumbled onto the newer CompressionStream API which enables a couple encodings to compress data streams; namely the popular classic GZIP, and a basic Deflate. This is a neat first step for the client, but better newer compression encodings exist; these may be forth-coming to the native api one day; Brotli and ZSTD come to mind as the top current ones. I wanted to test out all the available options I could find to see for myself. So first I searched and was able to find these libs: zstd-wasm zstd-js lz-string brotlijs High level I reckon ZSTDjs, ZSTDwasm, and then Brotli are top performers... here a screenshot of my findings and the repo: https://github.com/jswhisperer/compression-compare  ( 3 min )
    How to Prevent Clang-Format from Merging Struct Declarations?
    If you're new to clang-format and are looking for the best way to maintain your code's structure, you've come to the right place. Clang-format is a popular tool used for formatting C and C++ code, and adjusting its behavior can sometimes be tricky. Understanding Clang-Format Behavior Clang-format is designed to enforce consistency in code style, which often leads to unexpected formatting changes. The situation you described, where struct definitions are condensed into single lines when they could be multi-line, is a common frustration among developers. When you have a structure defined as: typedef struct { a, b, c } my_struct_t; Clang-format may alter it to: typedef struct { a, b, c } my_struct_t; This happens even when your configuration sets a ColumnLimit of 100. Unfortunat…  ( 4 min )
    Misguided Prompts and Better Outcomes: Learning by Doing (Wrong)
    egretting Some Tool Choices At one point, I became so frustrated that I took a step back and created a rather lengthy markdown file to document my expected behaviors of the page, and asked Cursor to start over based on these new requirements. I had hoped the more thorough context would result in a better initial implementation, but to be honest, it was little better than what I had before. In the end, it was just continuous iteration that finally got me to something approaching usable. Or was it? Before I started this project, I asked LLMs for feedback on suggested frameworks. Based on various responses, I ultimately went with React because I thought that might directly translate into something I could use in future professional endeavors. When I thought back to my experience, it occurred …  ( 5 min )
    How to Create an EditorFor Without a Label for 508 Compliance?
    If you're looking to implement an EditorFor without a visible label while meeting 508 compliance, you're not alone. Many developers face challenges ensuring that their web applications are accessible, particularly when using ASP.NET MVC's HTML helpers. This guide will walk you through why you might be running into issues related to missing labels and how to implement a solution that meets accessibility standards without compromising functionality. Understanding 508 Compliance 508 compliance refers to Section 508 of the Rehabilitation Act, which mandates that all federal agencies' electronic and information technology must be accessible to people with disabilities. This includes ensuring that web content is navigable by assistive technologies, which often rely on HTML elements to convey inf…  ( 5 min )
    MCP en acción: integra datos del sistema en tus modelos generativos
    En 2025, la velocidad con la que aparecen nuevos conceptos y funcionalidades en el campo de la inteligencia artificial generativa hace que parezca que han pasado décadas desde el lanzamiento de la primera versión de ChatGPT. Sin embargo, han pasado menos de tres años. A fines de 2024, Anthropic, los creadores de Claude, publicaron el Model Context Protocol (MCP) como código abierto. Aunque inicialmente pasó desapercibido, hoy está presente en casi todos los artículos, herramientas o funcionalidades relacionadas con la IA generativa. MCP se menciona en todas partes. MCP (Model Context Protocol) es una especificación de código abierto desarrollada por Anthropic. Según su documentación oficial, MCP actúa como el “USB-C para la IA”: una interfaz unificada que permite conectar modelos de lengua…  ( 5 min )
    Hands on MCP: Extending LLMs with Real-Time Data
    In 2025, the pace at which new concepts and features appear in the field of generative AI makes it feel like decades have passed since the launch of the first version of ChatGPT. However, it's been less than three years. In late 2024, Anthropic, the creators of Claude, released the Model Context Protocol (MCP) as open source. Although it initially went unnoticed, today it’s present in almost every article, tool, or feature related to generative AI. MCP is mentioned everywhere. MCP (Model Context Protocol) is an open-source specification developed by Anthropic. According to its official documentation, MCP acts like the “USB-C for AI”: a unified interface that allows language models to connect with external tools in a standardized way. The real advantage of MCP lies in standardization. Techn…  ( 5 min )
    How I Beat Procrastination on My Side Project
    It happens to many of us: you start a side project excited, but then progress slows down. Things stall, the next task looks too big, and you start putting it off. I have this app idea (will talk about it on another post) that I've been trying to develop for a while, and I'm happy to say I'm very close to the MVP. Not getting that project done was something that was making me frustrated for the past couple years. Having delivered multiple and way more complex projects at work, it was really bothering me that I couldn't finish my personal project. So this year I decided I had to get this done, and this is the strategy I defined for it: 1. Use Task Management Treat your side project like you treat your work tasks. Pick a System: Use a Project Manager App, a simple to-do list, or even sticky n…  ( 4 min )
    Convert DOCX to HTML in .NET with Cloud REST API
    Transforming Word (DOCX) documents into HTML within your .NET applications while maintaining structure and content quality is feasible using the GroupDocs.Conversion Cloud .NET SDK. This tool enables you to convert DOCX files into clean, web-ready HTML with just a few straightforward API calls. Whether you're building document viewers, content management systems, or web-based editors, this SDK offers the flexibility and performance necessary through a robust REST API. There’s no requirement for server-side MS Office or complicated setups. The SDK streamlines the DOCX to HTML conversion process with highly customizable options, ensuring that text, formatting, images, and styles are preserved exactly as you wish. Developers have complete control over the output structure, allowing them to pr…  ( 4 min )
    The Art of Negotiating Your Software Engineer Salary
    In these uncertain times, many tech professionals are exploring ways to secure their financial future amid layoffs, burnout, or a crowded job market. Salary negotiation offers a powerful chance to take control of your earning potential. Negotiating your salary goes beyond a simple chat. It’s a calculated move to unlock the full value you bring to the table. Too often, engineers miss out on thousands because they skip preparation or stumble over strategy. With a clear framework, you can shift that awkward back-and-forth into a confident, data-driven discussion rooted in your worth and impact. Your negotiation power starts with knowing exactly where you stand. Dive into platforms like Glassdoor, PayScale, and Stack Overflow’s Developer Survey to pin down salary ranges tailored to your role,…  ( 5 min )
    Neden “Vibe Coding”?
    Vibe Coding: Kod Yazmanın Yeni Boyutu Son yıllarda yazılım geliştirme süreçlerinde bir değişim dalgası yükseliyor: “Vibe Coding”. Temel fikir şu: Her satırı kodu elle yazmak yerine, doğru “vibes” (yönlendirmeler) vererek AI destekli araçlardan yardım alıyoruz. Böylece tekrarlayan işler otomatikleşiyor, biz de strateji, mimari ve kullanıcı deneyimine odaklanabiliyoruz. Vibe Coding, doğal dilde verdiğiniz talimatlarla (prompts) AI ajanların kodun önemli parçalarını sizin yerinize üretmesini sağlayan bir yaklaşım. Örneğin “Responsive bir navigasyon menüsü oluştur” “Form validasyonunu JavaScript ile ekle” Öne çıkan özellikleri: Yüksek seviye komutlarla çalışma: “Ne yapmak istediğinizi” anlatırsınız, satır satır kodu AI üstlenir. AI ile interaktif döngü: Kod üretildikçe anında önizleyebil…  ( 4 min )
    How to Fix Authorize Helper Issues in Ruby 3 with Pundit
    In Ruby on Rails applications, the Pundit gem is widely used for managing authorization through policies. Recently, many developers have encountered problems when transitioning from Ruby 2.7 to Ruby 3.x, particularly with the behavior of the authorize helper method. This article explores how to effectively resolve those issues related to namespaced policies in Ruby 3. Understanding the Issue The main challenge arises from changes in Ruby 3 regarding keyword arguments. Whereas in Ruby 2.7, using keyword arguments was fairly lenient, Ruby 3 introduced stricter rules. This impacts the Pundit authorize method, specifically when dealing with keyword arguments, as certain configurations are being ignored under the new language rules. For example, a common pattern involves overriding the authoriz…  ( 4 min )
    REST Easy: Building Bulletproof APIs with Go Fiber
    Introduction Twenty years in the IT trenches has taught me one thing: developers will always gravitate toward tools that are both powerful AND simple to use. Go Fiber checks both boxes with bold strokes. If REST APIs were cars, then Go Fiber would be a Tesla Roadster - blazing fast, efficiently designed, and turning heads in the developer community. Let me show you how to get behind the wheel and build a REST API that will make your fellow devs green with envy. Remember when setting up a web server meant writing hundreds of lines of configuration? Pepperidge Farm remembers. But Fiber is here to save the day with a clean, Express-inspired API that's ridiculously easy to get started with. Here's something most tutorials won't tell you: Fiber is actually built on top of Fasthttp, making it …  ( 7 min )
    From Code to Cash: Monetizing Python AI Agents ⚡
    So, you've poured your heart into crafting the perfect AI agent. It runs flawlessly on your machine, and you know it solves a real market need. But what's next? Bridging the gap between a locally successful agent and a revenue-generating product is a journey fraught with challenges. Building the agent was just the first step. Now, the real work begins: convincing clients, navigating complex deployments, ensuring reliability, and, ultimately, getting paid for your hard work. This post is your practical guide to transforming your AI agent into a profitable venture. By the end, you'll understand how to leverage Stripe, GitHub, and other tools to turn your AI creation into a product that generates a steady stream of revenue. Specifically, we will cover: Implementing outcome-based pricing for y…  ( 8 min )
    The Fastest Way to Earn Money in Tech (Master Guide)
    This is the fastest way to earn 6 figures in tech and i did it in 3 months, i know you think this is full of shit, but i kid you not, stay with me. …. Let’s be honest, you probably clicked this because you’re looking for the secret. Maybe a side hustle, a freelancing gig, or that six-figure remote job. That’s the golden carrot tech dangles in front of us: fast money. Please do not stop reading, I have something below for you so keep on reading. But what if I told you this obsession is exactly what’s destroying the soul of tech? What if I told you I chased that same dream, and lost it all? Tech used to be about solving problems. About building things that moved the world forward. Open-source contributions, developer communities, revolutionary ideas coded in dimly-lit dorm rooms, that’s w…  ( 5 min )
    How I Went From Sorting CVs to Building a Full AI-Powered SaaS With Zero Traditional Code
    Let’s get one thing straight: I’m not a developer. I started in telecom. Built a successful infrastructure business. Sold it. Then bought a consulting firm that placed experts into banks and corporate environments. I didn’t expect to get into software — I was managing people. But what I didn’t expect even more was how fast I’d hit a wall. By 2022, I was drowning in recruiting work. Dozens of CVs daily, Excel sheets, calendar invites, formatting issues, interview follow-ups. If you’ve ever run an operational company without a dedicated product team, you know the feeling: everything feels duct-taped. So I started automating. At first, I used Make.com (then Integromat). I wired together flows to read CVs, extract info, rank candidates, and trigger reminders. I used Evernote for notes, Google …  ( 4 min )
    How to Secure Your Intranet with SSL: A Developer’s Guide
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    Papyrus Font Designer
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    Understanding MCP Servers: The Model Context Protocol Explained
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    Stop Perfecting. Start Selling with React 🚀
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    The Magic of Python’s *args and **kwargs — Flexible Function Power
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    Programmers will be programmers..
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    A Call to Action for the XRPL Community: Why We Must Veto Amendments
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    Twitter Polls: Creative Ways to Connect with Your Audience in Real Time
    In the digital age, social media has become the lifeblood of real-time engagement between brands and their audiences. Among the various tools available, Twitter polls have emerged as one of the most effective ways to foster instant interaction, generate excitement, and boost engagement. Whether you’re a business owner, influencer, or content creator, interactive polls on Twitter provide an unparalleled way to engage your audience while gaining valuable insights in just a few clicks. Increased Visibility Actionable Insights Promote Conversation Build Real-Time Engagement Engagement is essential for any brand or influencer on Twitter. Polls are a perfect way to spark interaction because they are simple, fast, and rewarding. Every time a follower votes, they’re more likely to revisit your pro…  ( 7 min )
    What is JSON?
    Introduction Hey fellas I mean, it’s everywhere. Well today, we’re going to understand that what is JSON actually , why it’s so popular, and where it's used. Let’s get started! JSON stands for JavaScript Object Notation. It’s a lightweight format used to store and exchange data. A simple format that computers and humans can both read easily. { "name": "Selfish Dev", "gender": "male", "isGameDev": true, "tools": ["Godot", "Aseprite"] } That right there is a JSON object. It uses key-value pairs (like name: "Selfish Dev") Keys are always in quotes Values can be strings, numbers, booleans, arrays, or even other JSON objects And that's what JSON is. APIs(REST, GraphQL responses) Configuration files (e.g., package.json in Node.js) Storing structured data (NoSQL databases like MongoDB) Data exchange between frontend & backend How to Use JSON in JavaScript: Parse JSON string → Object: const jsonString = '{"name": "Selfish", "gender": "male"}'; const obj = JSON.parse(jsonString); console.log(obj.name); // Output: "Selfish" Parse Object → JSON string : const user = '{"name": "Selfish", "gender": "male"}'; const jsonString = JSON.stringify(user); console.log(jsonString); // Output: '{"name": "Selfish", "gender": "male"}' JSON is a fundamental tool in modern web development due to its simplicity and versatility. Make sure to give a heart on this post , drop down your thoughts , checkout out my youtube channel (Its more awesome) Selfish Dev. Till then stay curios and stay selfish  ( 3 min )
    Is the database setup for small project development too complicated?
    I am currently working on a small project in Python. During this process I have learned a lot and also discovered many problems, such as:   (All the following questions are just my personal opinions, and everyone is welcome to give me suggestions.)   First, for beginners, is the local configuration of various databases (MySQL is used as an example here) too complicated? And various unpredictable errors may occur in this process.   Secondly, after the developer configures the database on the local computer, he still needs to learn the relevant syntax (for example, after the developer configures MySQL, he still needs to learn the relevant syntax). Of course, learning SQL syntax is very necessary for programming developers. However, for a developer who wants to quickly experience or quickly develop a web application, spending time learning SQL (if he has not learned SQL) will reduce his development efficiency and desire to learn.   Also, when the developer has configured SQL on his computer and learned SQL syntax, but when he wants to use it, it is better to call MySQL through python. At this time, he needs to use a third-party library like pymysql to call MySQL through the third-party library, but this may result in a series of errors.   Finally, if you overcome the difficulties mentioned above and some difficulties that have not been mentioned, you will find that for developing a small project, developers will only use a small part of MySQL's functions, or even only some extremely simple functions such as query, delete, modify and insert.  ( 3 min )
    REST Is Easy Until It Isn’t. Modern API Paradigms Explained
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    Hologram Live Stream Booking Feature Integration on Web3
    Web3 community Join the Social media community on block chain web3 live streaming platform, and be a part of future, performing your music song online to ALL clubs worldwide, earn, be a part of the next level in the music industry. Join the fist,"Hologram Live Stream Services". Allows users to book their favorite artists or DJs for live hologram performances at clubs worldwide. This integration leverages blockchain technology to streamline booking, payments, and logistics while ensuring content ownership and trust through NFTs and smart contracts.  ( 3 min )
    I've been using Docker and specifically Docker Compose for about a decade now. It's always frustrated me that it's not easier to deploy a scalable configuration from a Docker Compose file. I'm very excited about all these, though I'm biased for Defang ;)
    10 Cheap Ways to Deploy Docker Containers in 2025 Toki ・ May 8 #docker #devops #cloudcomputing #ai  ( 3 min )
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    In the world of computer science and programming, data structures form the backbone of how information is organized, processed, and stored. Whether you're a new developer or someone looking to strengthen your programming foundation, understanding data structures is essential for writing efficient and optimized code. This Data Structures Tutorial will walk you through the basics, helping you build a solid understanding from the ground up. To begin with, let's answer a common question: what is data structure? Different types of data structures serve different purposes. Some are ideal for searching, some for sorting, and others for managing hierarchical relationships or sequences. Choosing the right data structure can drastically improve the performance of your program. The importance of dat…  ( 5 min )
    How to Shift Associated Data After Filtering an Array in JavaScript?
    When working with arrays and their associated data, it's common to encounter situations where some elements need to be filtered out. In this article, we will tackle an issue where you need to shift the associated data recorded with each array element back into their correct positions after the filtering process. Let's explore how we can achieve this effectively. Understanding the Problem If you have a data structure where elements are associated with specific metadata, filtering the array can disrupt the connection between the data and the elements. For example, in your scenario, you have an original array: const originalArray = [ 'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j' ]; When filtered with a condition, such as removing certain values, the remaining elements no longer align with…  ( 4 min )
    Drexel Bench
    *Preview* Introducing Drexel Bench, a smart IoT-powered seat occupancy tracking system developed using the ESP32 microcontroller to showcase my expertise in embedded systems, real-time data processing, and full-stack integration. This project utilizes an ultrasonic sensor to detect the presence of a user within a configurable distance range (e.g., 75 cm). If a user remains seated for more than 30 seconds, the system activates a 15-minute countdown, displayed on a 1602 LCD module, and lights up a connected LED to visually signal that the seat is occupied. The LED turns off when the timer ends or the seat is unoccupied for 3 continuous minutes. What sets this system apart is its Wi-Fi integration. Upon detecting occupancy or vacancy, the ESP32 sends status updates (occupied or free) via HTTP to a connected web application. The web dashboard dynamically switches between two images — a green layout for free seating and a red overlay for occupied — offering users a clear, real-time visual of availability. This project highlights my capabilities in sensor integration, timer logic, ESP32 Wi-Fi programming, and frontend/backend interaction, making it a practical demonstration of end-to-end IoT development. Whether for smart campuses or waiting areas, this system delivers real-world utility through modern, scalable technology.  ( 3 min )
    Java: Inheritance, Method Overrides, and Polymorphism.
    Hey everyone! In my previous post, I covered encapsulation, getters and setters, access modifiers. Now let's move on to the following fundamental concepts of object-oriented programming: inheritance, method overrides, and polymorphism. Definitions: A class that is derived from another class is called a subclass (also a derived class, extended class, or child class). The class from which the subclass is derived is called a superclass (also a base class or a parent class). The idea of inheritance is simple but powerful: When you want to create a new class and there is already a class that includes some of the code that you want, you can derive your new class from the existing class. A subclass inherits all the members (fields, methods, and nested classes) from its superclass. Constructors ar…  ( 5 min )
    Git Tales: Part 2 - Demons in the Cloud
    Part 2 of 3 in Git Tales Series In the previous part of this series, we explored the haunting reality of sensitive secrets buried within Git repositories — lurking quietly, waiting to be discovered. This time, we dig deeper into the darkness. This is the tale of cloud credentials: specifically, AWS access keys and GCP service account keys — the demons that, when found, can open portals into your cloud infrastructure. This is not fiction. These were real credentials found in public GitHub repositories. The implications? Full access to critical cloud resources, with barely any barriers. AWS Access Keys are used to programmatically interact with AWS resources via the AWS CLI or SDKs. Deploying infrastructure via Terraform or CloudFormation Automating tasks e.g., S3 uploads, Lambda manageme…  ( 5 min )
    Master Routing in React with React Router — learn how client-side routing works, build nested and dynamic routes, and navigate programmatically using real-world examples and clear explanations.
    React Router Basics to Advanced (v6+) Rishabh Joshi ・ May 9 #react #webdev #router #javascript  ( 3 min )
    Fast refresh only works when a file only exports components. Why does this problem occur? And how do we solve it?
    This error occurs because React Fast Refresh, which powers hot reloading in React, requires that a file only exports React components to function correctly. If a file contains mixed exports, such as React components alongside non-component exports (like contexts, constants, or utility functions), it can confuse Fast Refresh and cause problems during live updates. React Fast Refresh identifies React components to efficiently reload and retain their state when you make code changes. If the file contains non-component exports, Fast Refresh cannot reliably determine which parts of the code should be treated as components, leading to this ESLint warning. import { createContext } from "react"; export const MyContext = createContext(); // Non-component export export default function MyComponent…  ( 4 min )
    Rarible’s Approach to Open Source Sustainability: A Deep Dive into Decentralized Innovation
    Abstract This post explores Rarible’s innovative use of open source principles to drive a sustainable digital ecosystem. We discuss how the decentralized NFT marketplace harnesses community contributions, transparent governance, and novel funding models to empower artists and creators. By examining the history, core concepts, applications, challenges, and future trends, we offer insights into how blockchain technology and open source collaboration are revolutionizing digital content creation. Key topics include open source licensing, DAO governance, financial sustainability, and environmental initiatives. Read the original article on Rarible’s Approach to Open Source Sustainability. The integration of blockchain technology in digital art and content monetization has sparked a major trans…  ( 8 min )
    How to Diagnose and Fix HTTP Client Leak in Go?
    Introduction If you are running a Go program that consistently increases in the number of goroutines and open file descriptors, but not in active network connections, you might be facing a potential leak with http.Client or http.Transport. In this article, we will explore how to diagnose this issue effectively and provide actionable steps to confirm whether these components are the source of the leaks. Understanding Goroutines and Leaks in Go The Go programming language utilizes goroutines for concurrent processing, which is lightweight and efficient. If you notice that the number of goroutines is increasing while active network connections are stable, it often signifies that they are not being managed or closed correctly. This can be caused by long-lived goroutines in the net/http package…  ( 5 min )
    Strategies for Handling Large-Scale Frontend Applications
    As frontend projects grow, maintaining scalability, performance, and team efficiency becomes increasingly difficult. Large-scale frontend applications, like those seen in enterprise or SaaS platforms, demand thoughtful architecture, robust tooling, and clear conventions. Here are battle-tested strategies to ensure your large frontend codebase remains sustainable and efficient: A clear folder structure and separation of concerns can drastically improve maintainability. Structure example: src/ ├── components/ ├── features/ ├── pages/ ├── hooks/ ├── services/ ├── utils/ ├── state/ ├── config/ Organize code by domain (feature-based) rather than type. This encourages encapsulation and modularity. Build atomic, reusable UI components. Tools like Storybook help document and visualize components …  ( 4 min )
    AWS KMS Customer Managed Key (CMK) for DB Integration
    Encryption keys are a important security aspect that is often overlooked or often pawned off to the cloud provider to manage. But more often than not we have a need for generating and self-managing these Encryption keys, that maybe due to multiple reasons, maybe to enable/disable rotation period, have full access to key metadata and logs (or perhaps the need to assert your dominance on AWS ;). So firstly how do these encryption keys work: When we create a key (CMK) in AWS it generates a 256-bit AES key in a FIPS 140-2 validated HSM. This key never leaves the HSM for security. Now when we want to encrypt any data AWS doesn't directly use the CMK for encyption as that would either have to be done in the secure environment or you have to expose the CMK to a insecure environment. So here com…  ( 4 min )
    You Are What You Eat: The Surprising Link Between Diet and Glowing Skin
    When it comes to achieving healthy, glowing skin, many of us instinctively reach for serums, creams, or that next trending skincare gadget. But what if the secret to a radiant complexion lies not in your bathroom cabinet, but on your plate? Emerging research and age-old wisdom both suggest that the food you eat plays a significant role in the health and appearance of your skin. So, can your diet really affect your skin? The short answer: absolutely. But the long answer is more nuanced—and fascinating. The Skin-Diet Connection: More Than Skin-Deep Let’s break down the science behind how certain foods can either nourish or sabotage your skin. 1. Sugar and High-Glycemic Foods: Wrinkles in the Making? Several studies have linked high-glycemic diets to acne flare-ups. These foods cause insulin …  ( 6 min )
    Scroll Upgrade, ERC-7930 & ERC-7828, Base Stage 1 Decentralization, AA Use Cases by Etherspot, Core Devs Call on Pectra & Fusaka
    We are welcoming you to our weekly digest! Here, we discuss the latest trends and advancements in account abstraction, chain abstraction and everything related, as well as bring some insights from Etherspot’s kitchen. The latest news we’ll cover: All Core Devs Call on Pectra, History Expiry & Fusaka Scroll Euclid Upgrade with 90% Lower Fees and 4x Throughput 5 Account Abstraction Use Cases by Etherspot with developer tips Ethereum to Standardize Cross-Chain Addresses with ERC-7930 & ERC-7828 Base Achieves Stage 1 Decentralization Please fasten your belts! Ethereum Foundation held an All Core Developers call to discuss the upcoming Pectra mainnet upgrade, the rollout of history expiry, and the finalized scope for the Fusaka hard fork. They also outlined the history expiry feature, which wi…  ( 6 min )
    React Router Basics to Advanced (v6+)
    What is ROUTING? Routing refers to the process of navigating between different pages or views in a single-page application (SPA) without reloading the entire page. It keeps the UI in sync with the current browser URL. Allows us to build Single Page Applications (SPA). React apps are SPAs, meaning there's only one HTML file (index.html), but multiple views (pages) that users can navigate to. Routing helps manage these views by matching the URL to the correct component. It enables client-side navigation without full-page reloads, allowing users to move smoothly between URLs like /home, /about, or /contact, each displaying different components. React doesn’t have built-in routing, so we use a library like React Router (react-router-dom) for handling routing. A Single Page Application (SPA) …  ( 8 min )
    zkJSON Litepaper v1.0
    original: zkJSON Litepaper v1.0 zkJSON makes any arbitrary JSON data provable with zero knowledge proof, and makes them verifiable both offchain and onchain (blockchain). EVM blockchains like Ethereum will get a hyper scalable NoSQL database extension whereby off-chain JSON data are directly queriable from within Solidity smart contracts. Most offchain data on the web are represented in JSON format, and blockchains have been failing to connect with them efficiently for some critical reasons. Blockchains are not scalable to the web level There is no decentralized general-purpose database alternative to cloud databases The current decentralized database solutions are too domain-specific The current oracle / indexer solutions are limited to a great extent As a result, data on web2 (offchain)…  ( 17 min )
    Free vs Paid SSL Certificates: What's the Difference?
    Security and trust are both essential in the modern digital age. Using an SSL certificate to secure your website is essential, whatever the if you manage a large eCommerce platform or a personal blog. However, how do you choose the best option when there are so many available, both free and paid? To assist you in making an informed choice, we'll outline the main differences between free and premium SSL certificates in this article. Digital certificate called as an SSL certificate allows a web server and a browser to communicate securely. It guarantees that any information exchanged between the two stays confidential and safe from malicious actors. The padlock icon in the address bar and the "https://" prefix before the domain name are indicators that a website is using SSL. SSL certificate…  ( 6 min )
    Passkeys & Password Managers: Essential Guide for Relying Parties
    Read the full article here Why Relying Parties Should Care About Passkey and Password Manager Integration As passkeys quickly redefine secure authentication, relying parties (RPs), from SaaS startups to enterprise platforms, need to understand how password managers and passkey solutions interact. This integration is essential for boosting both security and user experience (UX), especially as platforms like Google Password Manager and Apple Passwords continue evolving. This guide offers software developers and product managers a clear overview of how to implement passkeys with password managers, what to watch out for, and why it matters for online security. How Password Managers Support Passkeys Modern password managers have adapted to handle passkeys, which are now stored, synced, and …  ( 4 min )
    🚀 Vonage Developer Newsletter, April 2025: Java SDK update, tech insights, and more
    Hi! There are plenty of exciting updates to share — important announcements, a collection of fresh blog articles, and a sneak peek at upcoming events you won’t want to miss. Stay tuned for all the latest happenings. The Vonage Developer Relations Team 💜 Announcing Vonage Java SDK v9.0.0 The Java SDK has undergone a massive overhaul, with 39K+ lines of updated code. This major release brings tons of improvements and some breaking changes due to refactorings. AND, we're now at 100% test coverage — just like our Kotlin SDK. Read more Post-Call Transcription by Vonage Is Now in Beta! Feedback Requested There’s no need for early access — everyone can use it now. Check out our sample app and share feedback in the #video-api channel on the Vonage Community Slack. Read more Getting Started With…  ( 4 min )
    ARJSON
    original: ARJSON ARJSON leverages bit-level optimizations to encode JSON at lightning speed while compressing data more efficiently than other self-contained JSON encoding/compression algorithms, such as MessagePack and CBOR. MessagePack generates the smallest encoded data sizes among existing self-contained JSON serialization formats. However, ARJSON outperforms MessagePack in 90% of cases with random data, with the remaining 10% yielding nearly identical sizes. More importantly, for structured data with repetitive patterns and duplicate values, ARJSON far surpasses MessagePack, achieving up to around 95% better compression rates (20x smaller in size). How could beating the current status quo even be possible at all, let alone by a wide margin? Bit-level optimization over traditional byte…  ( 11 min )
    Top Features of Dynamics 365 Field Service That Drive Technician Efficiency
    Introduction Field service isn't so simple anymore. It's not all about getting a body on the site anymore—it's about getting the right individual there, with the right equipment, at the right moment. Step forward, Dynamics 365 Field Service. It's created to get your technicians more efficient, your customers more satisfied, and your company wiser. Let's take a look at what's most critical in making all this occur. In essence, Dynamics 365 Field Service is an end-to-end Microsoft solution that enables organizations to provide on-site service to customers at their respective locations. It integrates automation of workflows, scheduling algorithms, and mobility to power technicians and optimize processes. Goodbye spreadsheets and whiteboards. With automated work order generation, work orders a…  ( 5 min )
    Why is my Ruby Dir.mkdir not creating a directory?
    Creating directories in Ruby can sometimes lead to confusion, especially when subdirectories are involved. If you've run the following code: Dir.mkdir("/Users/Luigi/Desktop/Survey_Final/Archived/Survey/test") unless File.exists?("/Users/Luigi/Desktop/Survey_Final/Archived/Survey/test") and encountered the error: No such file or directory - /Users/Luigi/Desktop/Survey_Final/Archived/Survey/test (Errno::ENOENT) You're not alone. Let's delve into why this happens and how to fix it. Understanding the Issue The Dir.mkdir method in Ruby is designed to create a single directory, not a full path. When you attempt to create a subdirectory without ensuring its parent directories exist, Ruby raises the Errno::ENOENT error. This means that the intermediate directories—here, Archived and Survey—don't…  ( 4 min )
    The Currency of Cyberwar: Understanding TENDER and Its Implications in a New Era of Conflict
    Abstract In our rapidly digitizing world, the lines between traditional warfare and cyber conflict are blurring. Digital currencies like TENDER are emerging as key players in financing and executing cyber operations. This post delves deep into TENDER’s role in modern cyber conflicts, providing historical context, outlining core features, and evaluating practical use cases. We will also discuss the challenges, potential limitations, and future trends in this evolving ecosystem. With insights drawn from cyberwarfare, blockchain technology, and open-source project funding, this article equips technical experts, policymakers, and enthusiasts with a comprehensive guide for navigating the new digital battleground. For further details on the topic, check out the original article. The rise of di…  ( 8 min )
    How should AI respond to uncertainty?
    A structural approach to ambiguous input, illustrated through a concept called VPS In my previous post, I introduced a concept called VPS (Virtual Personality Structure). It emerged from a question I kept returning to: What if the key to better AI dialogue isn't about mimicking personality—but about structuring how it behaves? In this article, I’d like to share a small piece of that idea—through a simple, hypothetical code snippet that illustrates one of its core components. When faced with an ambiguous question or emotionally complex input from a user, We may need a more structured way to assess how the system should behave. python if not_resolved(unknown): if can_resolve_immediately: respond_with_resolution() elif can_flag_as_non_critical: acknowledge_and_settle() elif can_return_later: defer_and_mark_spiral() else: hold_and_reflect() This snippet outlines a possible decision process for handling uncertainty. can_resolve_immediately: If the answer is clear, provide it directly. can_flag_as_non_critical: If it’s safe to leave the question unresolved, acknowledge it and move on. can_return_later: If it’s worth revisiting, defer the answer and mark it for later. otherwise: If none of the above applies, pause and reflect without rushing to respond. Rather than focusing solely on the content of a reply, this approach emphasizes the structure behind the decision. This isn’t about making AI more “gentle” or overly accommodating. why they choose a particular response at a particular moment. When behavior is left vague, interpretation falls entirely on the user. VPS isn’t a path to a “correct” answer. I'm not an engineer or an AI expert. Some parts of this perspective might miss certain technical nuances. If so, I’d genuinely appreciate any thoughts, corrections, or suggestions you’re willing to share.  ( 4 min )
    Build Dynamic Mock APIs Effortlessly with AutoAPI
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    WeaveDB Litepaper v0.1
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    What are the 5 types of AI agents?
    There are five types of AI agents according to their capabilities and decision-making procedures. Simple Reflex Agents respond according to the immediate percept following simple "if-then" rules with no memory. Model-based reflex Agents are more sophisticated, as they have an internal state that they use to remember previous occurrences to make more effective decisions. Goal-Based Agents are programmed to meet certain goals and make decisions based on the degree to which their actions advance them toward their goals. Utility-Based Agents push this one step further by judging actions on the basis of how well they maximize satisfaction or utility, rather than simply achieving a goal. Lastly, Learning Agents keep getting better and better over time by learning through experience, evolving to handle new situations, and improving their actions. These kinds of agents are the foundation of most AI systems in use today, ranging from chatbots and self-driving cars to recommendation systems.  ( 3 min )
    Top 5 AI tools DevOps Engineers must know in 2025 | TurtleCI
    Artificial Intelligence (AI) is not a magic wand for DevOps teams. Even with the best AI tools DevOps Engineers must know, success still depends on strategy and execution. In fact, in many cases, it can introduce more noise than clarity if misused. But when deployed strategically, the role of AI in DevOps and particularly in the CI/CD pipeline becomes a game-changer. AI can significantly improve productivity, enhance decision-making, and free up engineers to focus on more strategic and valuable work. In the full article, TurtleCI dive deep into the top 5 AI tools DevOps Engineers must know to optimize their workflows and stay ahead in an increasingly automated landscape. Top 5 AI tools DevOps Engineers must know to optimize benefit Their selection was based on the experienced adoption in t…  ( 5 min )
    👽 Alien Interview Simulator — Ace Your Next Intergalactic Tech Interview!
    ✨ Hey Fellow Devs! I’m thrilled to unveil my submission for the Amazon Q Developer "Quack The Code" Challenge, under the Exploring the Possibilities category. 🚀 Say hello to the Alien Interview Simulator, a retro-styled, sci-fi themed web app that lets you test your tech chops by facing off against alien interviewers. Whether you're into Full Stack, Cybersecurity, or Cloud wizardry — there's a domain here with your name on it! 🚀🔮 The Alien Interview Simulator lets users: Choose from 6 technical domains Complete a 2-round interview: Round 1: 5 Q&A questions Round 2: 2 coding challenges Get instant feedback and a final score Review past interviews in a detailed history section Domains Available: 🖥️ Full Stack 📱 App Development ☁️ Cloud & DevOps 🧪 Software Testing 🔐 Cybe…  ( 4 min )
    How to Debug WKWebView in iOS Without Upgrading Xcode?
    Introduction Debugging a webview can be quite a challenge, especially when you run into issues with your development environment. If you're using macOS Monterey and Xcode 14.2, but want to debug WKWebView content and find the 'inspectable' property unavailable, you're not alone. This article will address your concerns and provide practical guidance on how to resolve debugging issues without needing to upgrade your macOS or Xcode. Understanding WKWebView and Its Changes WKWebView is a powerful component used in iOS apps for displaying web content. Apple introduced new functionalities in its later versions, including the isInspectable property which allows web views to be inspected when connected to Safari's Web Inspector. However, if you are using Xcode 14.2, you may encounter a situation w…  ( 4 min )
    Voice bots - Audio feedback Loop Issue
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    OAuth grant type setup for Salesforce from Amazon AppFlow
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    You’re Not Google, But You Can Still Hire Like Them — Here’s How Startups Can Attract Top Developers
    🚀 Hiring a software engineer as a startup founder? You don’t need FAANG money — you need clarity, culture, and good communication. Here’s a quick breakdown: Define exactly what you need built. Keep the hiring process lean and real-world focused. Communicate your mission clearly. Showcase your culture online. Offer value beyond salary: growth, ownership, and purpose You don’t need to outbid Google. You need to be the startup they believe in. 🔗 Read the full guide on Medium Let’s make hiring better — one meaningful developer at a time.  ( 3 min )
    Trading Competitions: Why Emotional Discipline Matters More Than Strategy
    The common perception of trading often revolves around technical analysis, algorithms, and advanced strategies. While these components are essential, they only represent part of the picture. Trading, particularly in competitive environments, also demands psychological resilience and emotional control. This becomes particularly evident in trading tournaments, where pressure, time limits, and direct competition create a behavioral environment that tests more than just market knowledge. Success in such scenarios is not determined solely by the depth of one's strategy, but by the ability to execute under stress. In trading competitions, participants aren't just battling the market—they're also contending with one another. Public leaderboards, predefined timelines, and fixed capital allocations…  ( 4 min )
    React or Next.js
    I’m building a web app for Restaurant Reservations which will have dedicated URLs and pages with rich text, heavy images, for each outlet. My main goal is to achieve faster webpage speed and performance, along with a strong user experience so that ad campaigns work well and we can retain the customer to book through us. I’m deciding between using React or Next.js, and I’d like to understand which one would be more suitable for me and why it would be better?  ( 3 min )
    Why obsidian wins the second brain war and notion just can’t keep up
    the markdown-powered beast that turned my cluttered mind into a structured wiki with backlinks and magic Section 1: introduction the brain fog problem Let’s be real for a sec most of us are drowning in digital clutter. You open Notion to “organize” your notes and suddenly spend 45 minutes tweaking page aesthetics like you’re designing a landing page for a failed SaaS. You try Craft and get distracted by the beautiful UI because it’s basically Apple Notes with a Gatsby filter. Capacities? Promising, but slow. And you still can’t remember where you wrote that idea about “building an indie dev SaaS for LLM-powered cats.” We’re knowledge workers in the age of information overload, and ironically, all our shiny productivity tools are making us feel… less productive. Here’s the core problem: the…  ( 13 min )
    6 Game-Changing Postman Alternatives That Will Revolutionize Your API Development in 2025
    Let's face it – we've all been there. You're in the middle of an API testing marathon, your team is growing, and suddenly you hit that dreaded Postman free plan limit. Whether it's the 3-API cap, the measly 25 collection runs per month, or the collaboration restrictions that only allow 3 team members, these barriers can bring your development workflow to a screeching halt. Postman has been the industry standard for years, but the API development landscape has evolved dramatically. Today's teams need tools that scale with their projects, offer robust collaboration features, and don't force you into premium plans just to handle basic workflows. In this deep dive, we'll explore seven powerful Postman alternatives that are changing the game for API development teams in 2025. And spoiler alert …  ( 8 min )
    Is Next.js falling off? why some devs are bailing, and what they’re building instead
    next.js was once the golden child of react frameworks. now? not so much. here’s why the hype is fading and what’s replacing it. Section 1: Intro the fall of a frontend darling Once upon a time, every React dev and their dog was shipping sites with Next.js. It was clean. It was fast. It made static generation cool again. You threw your .mdx files into a pages/ directory, ran next build, and went on with your life. Need some SSR? BoomgetServerSideProps() had your back. Need an image optimizer? Already built-in. Life was good. Then came the App Router. Then came React Server Components. Then came Middleware. Then came… existential dread. Suddenly, what used to be a dev-friendly framework started feeling like a PhD thesis in distributed systems. Next.js started promising everything, but del…  ( 10 min )
    Why devs are quitting aws and what they’re choosing instead
    The cloud giant isn’t invincible here’s why some engineers are ditching AWS for leaner, meaner setups Introduction: rage quitting the cloud boss battle If AWS were a video game boss, it would be the one with 27 different attack modes, a second health bar, and a $437 surprise invoice when you respawn. For years, Amazon Web Services was the obvious choice for developers powerful, scalable, and used by the big leagues. But now? A growing number of devs are hitting the eject button and exploring new terrain. This article isn’t a salty rant from someone who got burned by CloudWatch fees (okay, maybe a little). It’s a real look at how AWS, once the darling of cloud infrastructure, is becoming less attractive especially for indie hackers, startups, and lean dev teams. We’ll break down why develop…  ( 11 min )
    Unlocking Synergy: The Intersection of Blockchain and AI
    Abstract In today’s rapidly evolving digital landscape, the fusion of blockchain and artificial intelligence (AI) is catalyzing significant technological and industrial transformations. This post delves deep into the convergence of these two powerful technologies, exploring their history, core concepts, practical applications, challenges, and future innovations. From decentralized AI and smart contract automation to enhanced data security and transparency, we shed light on how blockchain and AI together redefine trust, efficiency, and reliability in sectors such as healthcare, finance, supply chain, and cybersecurity. This comprehensive guide is designed for technical experts, developers, and enthusiasts looking to harness the power of this digital synergy. The digital revolution is fuel…  ( 9 min )
    The Future of QA: Best AI Test Management Tools in 2025
    TL;DR: Top 3 Picks for AI Test Case Management Tools Short on time? Here is my quick pick for the top 3 AI Test Case Management tools in 2025: BrowserStack: With features to generate test cases from simple inputs with AI, you get the ability to execute web, mobile and regression tests on a real device stack. Paired with solid reporting and observability, you get a product that can handle any test management scenario. Qase: Offers a robust test case management tool with AI integrated features that is modern, customisable and extensible. Convert manual tests to automated with AI and integrate with custom reports for a comprehensive testing process. Testsigma: It offers a complete feature set for low-code test generation, management and execution; for web, mobile and API tests with a modern…  ( 11 min )
    🔐 AWS Code Pipeline Now Supports AWS Secrets Manager in Commands Action
    🔔 What’s New? AWS has announced that AWS Code Pipeline now supports using AWS Secrets Manager inside Commands actions! 💡 Why It Matters Before this update, developers often: Hardcoded secrets into buildspec.yml Stored sensitive values directly in environment variables Used workarounds to pull secrets via scripts This was risky and error-prone. Now, you can pass secrets securely and natively using Secrets Manager — no more secrets in plain text! ✅ Real-World Example: Use GitHub Token Securely Imagine you need to clone a private GitHub repo inside your pipeline. 🔐 Step 1: Store the GitHub token in AWS Secrets Manager Key: github-token ARN: arn:aws:secretsmanager:us-east-1:123456789012:secret:github-token-Abc123 ⚙️ Step 2: Reference the secret in your Code Pipeline YAML Actions: - Name: ClonePrivateRepo ActionTypeId: Category: Test Owner: AWS Provider: Commands Version: 1 Configuration: Commands: | echo "Cloning repo..." git clone https://git:$GITHUB_TOKEN@github.com/yourorg/private-repo.git EnvironmentVariables: - Name: GITHUB_TOKEN Type: SecretsManager Value: arn:aws:secretsmanager:us-east-1:123456789012:secret:github-token-Abc123 ✅ Your GitHub token is injected securely as $GITHUB_TOKEN without ever being exposed. 📌 Key Benefits 🔐 Improved security: No plaintext credentials in code ⚙️ Easier automation: Seamless secret injection in pipelines 📉 Reduced risk: Centralized and managed secret lifecycle 💬 Share Your Thoughts Have you tried using Secrets Manager with CodePipeline yet? Drop a comment below or share how you're securing secrets in your CI/CD pipelines. 👇  ( 3 min )
    C# Image Resizer Using ZeroMQ and Protobuf
    Following on from the previous post I decided to attempt to use protobuf rather than json to transmit the data between the producer and the consumers. The updated repo can be found [C# Image Resizer Using ZeroMQ and Protobuf].(https://github.com/deltastateonline/ImageProcessor/tree/Using-Protobuf) I found this starting point on using protobuf in c# from Fast and efficient data serialisation with Protocol buffers (protobuf) in .NET. The first step is to add the protobuf-net package then define a class for the Image data definition. This class definition is an exact duplicate of the original, but with the required protobuf annotations. using ProtoBuf; namespace Common { [ProtoContract] public class ImageDefProto { [ProtoMember(1)] public required string Id { get;…  ( 4 min )
    How to Optimize SQL Queries for Counting Data Efficiently?
    When it comes to working with SQL, optimizing queries for performance is a common concern, especially when dealing with large datasets. In this article, we’ll explore various methods to efficiently count data in SQL and shed light on why certain approaches may yield similar performance results. Let's dive into the question: How can we optimize SQL queries for counting values without sacrificing efficiency? Understanding the SQL Queries The sample SQL queries provided feature two different approaches to counting occurrences of values within a column—using the Sum function with a Case statement and the Count function with Group By. The first query: Select Sum(Case When Resposta.Tecla = 1 Then 1 Else 0 End) Valor1, Sum(Case When Resposta.Tecla = 2 Then 1 Else 0 End) Valor2, Sum(C…  ( 5 min )
    Hallucinations in AI: Scary or not?
    Hallucinations and AI: Scary or Not? Ayesha Shahzad ・ May 9 #ai #ethics #rag #machinelearning  ( 2 min )
    Common SSL Issues and How to Resolve Them
    It is necessary to regularly check that the SSL certificate on the site is properly configured to ensure the security of the site and the people who visit it. An SSL (Secure Sockets Layer) certificate will create a secured connection between the browser of the user and the website by encrypting the information being transmitted. Check SSL Certificate Here is a full breakdown of how to check your SSL and what some SSL ambiguities may mean. URL The first and easiest way to verify if an SSL certificate is active on a website is to check the URL. Websites with an SSL Certificate will have a URL that starts with "https://" instead of "http://". The "s" in "https" is simply an indication that the website is using Secure Sockets Layer (SSL) encryption as opposed to traditional http. This is a cle…  ( 5 min )
    What a ride as a solo engineer to €1M ARR!
    Signup here for the newsletter to get the weekly digest right into your inbox. Find the 10 highlighted links of weeklyfoo #83: The One-Person Framework in practice by Bram Jetten How I built a seven-figure business with Rails 🚀 Read it!, business, engineering How I Got Exploited At My First Startup by Jacob Bartlett 11 months in The Side Hustle From Hell 📰 Good to know, startups A weekly mind meld by James Stanier Writing to your team every week is a great way of building trust, calling out what's importantly, and letting people get to know you better. 📰 Good to know, leadership GSAP is now 100% FREE! by Cassie Evans, Jack Doyle Thanks to Webflow GSAP is now 100% FREE including ALL of the bonus plugins like SplitText, MorphSVG, and all the others that were exclusively available to Club GSAP members. 📰 Good to know, gsap mini-img-editor by MiNi Online webgl photo editor with effects, filters and cropping 🧰 Tools, images bhvr by Steve Simkins A monorepo template using Bun, Hono, Vite, and React 🧰 Tools, framework, bun, hono, vite, react Context7 by Upstash Up-to-date documentation for LLMs and AI code editors 🧰 Tools, docs, mcp, ai How to Stop People from Skipping Your Onboarding by Peter Ramsey Users land in your product, already confused. Not because your UX is broken—but because they skipped the onboarding copy you intentionally added. 🎨 Design, ux, onboarding Good vs Great Animations by Emil Kowalski This article is a collection of practical tips to help you go from good to great animations. 🎨 Design, design, animations Passport Photos by Max Siedentopf Not related to webdev at all, but it's a great photo series. 🤪 Fun, passport Want to read more? Check out the full article here. To sign up for the weekly newsletter, visit weeklyfoo.com.  ( 3 min )
    Solana at Web2 Speed: Real-Time Performance Without Fragmentation
    Blockchain performance remains a major hurdle for building real-time applications. Metrics like latency, throughput, and responsiveness determine whether a decentralized network can support use cases such as multiplayer games, financial services, or automated systems. Most blockchains are too slow for this. Bitcoin has a block time of 10 minutes and handles around 3 to 7 transactions per second [1][2]. Ethereum produces blocks roughly every 12 seconds and supports about 15 to 30 transactions per second [1][2]. Other networks fall in between: Cardano targets a 20-second block time, and Polkadot ranges from 6 to 12 seconds depending on network configuration [1]. Solana stands out as the fastest general-purpose blockchain today. It has an average block time of 400 milliseconds and can handle …  ( 10 min )
    Raising Block Limits on Solana: SIMD-0250 and Its Economic Effects
    SIMD-0250, a Solana Improvement Document (SIMD), proposes raising the network’s maximum block Compute Units (CUs) to 60 million. It builds on SIMD-0207, which proposes to raise the limit from 48 million to 50 million. The only change made in both proposals is to the Max Block Units. Other limits, like Max Writable Account Units, Max Vote Units, and Max Block Accounts Data Size Delta, stay the same. This means more room for non-vote transactions, which helps boost total transaction throughput. With more space in each block, the network can process more transactions per second. This helps reduce congestion and lowers the need for users to outbid each other on fees, especially during periods of high demand. For apps handling a high volume of transactions or those with small dollar values (lik…  ( 4 min )
    Managing Secure Boot Keys for Software on Ubuntu 24.04 LTS
    Secure Boot is a security feature that ensures your computer only boots with software trusted by the Original Equipment Manufacturer (OEM). It verifies the digital signatures of bootloaders and firmware, preventing unauthorized or malicious software from loading before the operating system. This helps protect against rootkits and other malware that could compromise the system early in the boot sequence. When using Secure Boot on Ubuntu 24.04 LTS, your system ensures that only trusted software is loaded during the boot process. Ubuntu's core components are signed by Canonical's key, which is recognized through a chain of trust established with the UEFI firmware. However, for third-party software, particularly drivers (like NVIDIA proprietary graphics drivers) or custom-compiled kernel modu…  ( 5 min )
    Building KARL-AI
    Hello Readers. It's day #12 of building an AI Model. 🚀🧑‍💻  ( 2 min )
    CR2032: The One Battery of Middle-Earth
    In the shadowed forges of Moria, where silicon veins pulse like the heartbeat of Arda, there exists a power unseen since the forging of the One Ring—the CR2032. Cast in the fires of Elven ingenuity and hardened by Dwarven resolve, this lithium coin cell commands the realms of gadgets with the subtlety of Galadriel’s light and the endurance of Gandalf’s staff. Let us journey through Middle-earth to unveil why this 3V titan reigns supreme. Chapter 1: The Forging of the CR2032 CR2032 is no mere Orcish trinket. Tempered in the Halls of Celebrimbor, it bears three Elven virtues: Narya’s Flame: 3V of pure lithium might, brighter than the Light of Eärendil. Why it shatters the dominion of lesser cells: Generic Coin Cells: Corrode like Isengard’s machinery under Saruman’s neglect. Chapter 2: The Fellowship of Applications The Mines of Moria (Smart Homes): CR2032s power temperature sensors that guard Hobbit holes from Smaug-level heatwaves. “No dragon shall scorch these halls!” The Ride of the Rohirrim (Automotive Tech): Nestled in Tesla tire sensors, they brave Kardashian-hot asphalt, steadier than Shadowfax’s gallop. The Shire’s Quiet Vigil (Medical Devices): Sustains glucose monitors with Hobbit-like loyalty, ensuring no “low battery” panic during second breakfast. The Tower of Orthanc (Apple AirTags): Even Saruman’s palantír would envy its tracking precision. Swap it quicker than Legolas nocks an arrow. The Three Rings of Power Vilya (Elven-King’s Ring): 225mAh capacity, lasting longer than the Third Age. The Shadow in the East Generic Cells: Leak like Shelob’s webs, corroding circuits into Orcish scrap. The Prophecy of the Fourth Age Graphene-Coated CR2032s: 500mAh capacity, outliving even Ents. Epilogue: The One Battery to Rule Them All References The Silmarillion of Lithium Chemistry (Elven Archives of Rivendell) The Lay of Leakage Currents (Dwarven Tome of Erebor) The Two Batteries: A Tale of CR2032 and Generic (Gondor Engineering Guild)  ( 4 min )
    List of AI Services Offered By AWS
    Complete Guide to AI on AWS in 2025 Overview of AWS AI Services Key AWS AI Services and Their Features Real-Time Use Cases Final Summary AWS AI Services are ideal for plug-and-play AI features. No ML expertise needed — easy API integration. Use them to reduce development time, cost, and complexity. Great for building smart, scalable, and innovative applicatio Venkat C S  ( 4 min )
    [Boost]
    How to Remove Productivity Blockers in Dev Teams Pratham naik for Teamcamp ・ May 9 #productivity #devops #webdev #opensource  ( 2 min )
    How to remove productivity blockers in Dev teams
    How to Remove Productivity Blockers in Dev Teams Pratham naik for Teamcamp ・ May 9 #productivity #devops #webdev #opensource  ( 2 min )
    Fresher's guide to Generative-AI
    What is Generative AI? Generative artificial intelligence (AI), also known as generative AI or GenAI, is a type of AI that can create new content like text, images, videos, music, and more. It can learn from data and generate new data instances, unlike traditional AI systems that follow predetermined rules. :::mermaid LLMs (Large Language Models) are a subset of GenAI that are designed to understand and generate human-like text. These generative AI models are trained on vast amounts of text data and use deep learning techniques to learn the patterns and structures of language. LLMs can perform a wide range of natural language processing tasks, such as text generation, translation, summarization, and question answering. :::mermaid examples of generative AI models: ChatGPT : A generative AI …  ( 4 min )
    How to Remove Productivity Blockers in Dev Teams
    Introduction Developer productivity is not just about writing code fast. It’s about keeping teams in flow, minimizing friction, and letting engineers focus on what matters. Yet, most dev teams face blockers: workflow bottlenecks, meeting overload, and communication breakdowns. These issues slow delivery, frustrate engineers, and hurt product quality. This guide lays out practical, real-world strategies to remove these blockers. We’ll cover how to eliminate workflow bottlenecks, reduce unnecessary meetings, and use asynchronous communication to keep your team focused and creative. Productivity blockers in software development stem from: Slow build and test cycles Unclear or inconsistent environments Excessive or poorly structured meetings Siloed or delayed feedback High cognitive load fr…  ( 6 min )
    How Do You Handle Multi-Cloud Deployments in a DevOps Pipeline?
    Hey Dev.to community, I’m currently working on a project that involves multi-cloud infrastructure, and I’m curious how others are managing multi-cloud deployments in their DevOps pipeline. What tools do you recommend for automating deployments across multiple cloud providers (AWS, Azure, GCP)? How do you manage infrastructure as code in a multi-cloud setup? Do you use Terraform, Ansible, or something else? Any best practices for monitoring and managing resources when using services from different clouds? I’d appreciate hearing your experiences, any pain points you’ve encountered, and how you’ve streamlined the process. Thanks in advance!  ( 3 min )
    How to Fix Routing Issues in Dioxus for Rust Projects
    Introduction If you're developing a project using Dioxus and encountering router-related issues, you're not alone. Many developers face challenges in navigating through routes in their applications. Particularly, when dealing with route navigation in components, like in your src/pages/home.rs, problems can arise if the router or the types are not properly referenced. In this article, we’ll explore the common causes of routing issues in Dioxus and provide clear steps to resolve them. Understanding the Routing Problem From your error message, it's evident that the Rust compiler is failing to recognize the Route type within the context of your HomePage component. This typically occurs due to a few reasons: Scope: The Route enum might not be in scope where you are trying to use it. Module Orga…  ( 4 min )
    Rethinking our tooling
    Most of apps nowadays expect a real time update. But there's a disconnect between the tooling and expectation. data is displayed as is to get new data, user has to refresh solution: rest api real time data is displayed user doesn't have to do anything to get real time data, just keep the tab open current solution: still rest api with polling ? and probably a sse and a websocket ? forget get / read request from rest api, and replace them all with get and subscribe ? a standardize schema of the api that can be created or implemented into any programming language, giving typesafety end to end lessen server burden, we just authenticate once (instead of every request on rest api) being able to see in real time how many clients are connected easier frontend integration, just connect UI into our realtime data no rethinking the same logic twice (ex: if user click a button, which data should get refreshed ?). New data get reflected automatically in UI.  ( 3 min )
    Avoiding Common Pitfalls: Deploying Node.js Backends to AWS Lambda with Docker & Serverless on macOS
    Avoiding Common Pitfalls: Deploying Node.js Backends to AWS Lambda with Docker & Serverless on macOS Deploying a Node.js (NestJS) backend to AWS Lambda using Docker and the Serverless Framework can be a smooth experience—if you know what to watch out for. On macOS, especially with Apple Silicon, there are unique challenges that can trip up even experienced developers. Here's a practical guide to the most common pitfalls and how to avoid them, based on real-world troubleshooting. Global Package Permissions: Never Use sudo with Serverless Pitfall: Installing Serverless Framework globally with sudo (sudo npm i -g serverless) can cause permission errors, making it impossible to update or remove packages later. Solution: Always install Serverless globally without sudo: npm install -g …  ( 4 min )
    Basics of Insurance Coverage Investigation
    An insurance coverage investigation is a fundamental step in the claims-handling process. When an insured party files a claim, the insurer must determine whether the loss is covered under the terms of the policy. An insurance coverage investigation is the process by which an insurance company evaluates whether a specific claim is valid under the terms and conditions of the policy. It involves a thorough examination of the policyholder’s coverage, the reported incident, and any exclusions or conditions that might affect the claim. The primary objectives of an insurance coverage investigation include: The coverage investigation process typically includes several essential steps: Policy Review The first step is reviewing the insurance policy itself. This includes: Policy declarations (limits…  ( 5 min )
    Much required
    Coding faster is not building better: A reflection for developers in the AI era Mr. Stone ・ Apr 29 #ai #softwaredevelopment #futureofwork #developers  ( 2 min )
    Who Is Leading the World in Artificial Intelligence in 2025?
    In this article, we break down the global leaders in AI, the driving factors behind their success, and what the future may hold for the balance of power in the tech world. The United States remains a top contender in 2025, thanks to its robust ecosystem of tech giants like Google DeepMind, Microsoft, OpenAI, Meta, and Amazon. American universities such as MIT and Stanford continue to lead in AI research, while Silicon Valley remains the hotbed of innovation. Major government initiatives like the National AI Research Resource (NAIRR) and funding for AI-driven defense systems have also kept the U.S. at the cutting edge. China has emerged as the most formidable competitor to the U.S. in 2025. The country has invested billions into AI through its "Next Generation Artificial Intelligence Develo…  ( 5 min )
    How to Correctly Read a Bash Array from a File
    Introduction In this guide, we'll tackle the challenge of reading an array from a file in Bash, addressing a common issue that many users face. You're not alone in feeling like this should be a simple task. Many people struggle with getting their array elements parsed correctly when reading from a file instead of declaring them directly in the script. We aim to clarify this process and help you resolve any issues you're experiencing. Understanding the Issue The core problem here arises from how Bash handles whitespace when reading from files and processing strings. When you attempt to read elements into an array using methods like command substitution or xargs, Bash separates values based on whitespace. This behavior can lead to unexpected results when your elements contain spaces, ultimat…  ( 5 min )
    MarketPulse AI: Real-Time Market Intelligence Agent
    This is a submission for the Bright Data AI Web Access Hackathon MarketPulse AI is an intelligent agent that provides real-time market intelligence for investors, traders, and financial analysts. By continuously monitoring financial news, social media sentiment, and market data across multiple sources, MarketPulse AI delivers actionable insights that help users make informed investment decisions. Unlike traditional market analysis tools that rely on static or delayed data, MarketPulse AI leverages Bright Data's infrastructure to access real-time information from across the web, ensuring users have the most current data available when making critical financial decisions. Real-Time Financial News Aggregation: Continuously monitors and extracts relevant information from major financial news…  ( 5 min )
    MarketPulse AI: Real-Time Market Intelligence Agent
    This is a submission for the Bright Data AI Web Access Hackathon MarketPulse AI is an intelligent agent that provides real-time market intelligence for investors, traders, and financial analysts. By continuously monitoring financial news, social media sentiment, and market data across multiple sources, MarketPulse AI delivers actionable insights that help users make informed investment decisions. Unlike traditional market analysis tools that rely on static or delayed data, MarketPulse AI leverages Bright Data's infrastructure to access real-time information from across the web, ensuring users have the most current data available when making critical financial decisions. Real-Time Financial News Aggregation: Continuously monitors and extracts relevant information from major financial news…  ( 5 min )
    Why Are Internal Properties Not Visible in DataGridView in C#?
    Understanding Access Modifiers in C# When working with C# classes, access modifiers play a crucial role in determining the visibility of class members. If you have noticed that not all properties of your class appear when binding to a DataGridView, this could likely be due to the chosen access modifiers. Access Modifiers Overview In C#, the most common access modifiers are: public: Accessible from any other code in the same assembly or another assembly that references it. internal: Accessible only within the same assembly. private: Accessible only within the containing class. protected: Accessible within its class and by derived class instances. When you declare properties as internal, they can only be accessed within the same assembly. The Scenario: Access Modifiers and Data Binding Let's…  ( 4 min )
    Rich Robot Behaviors from Interacting, Trusted LLMs - A Beginner's Guide
    Summary This paper explores using interconnected Large Language Models (LLMs) to control robots, focusing on ease of use, transparency, and safety. It introduces a system where multiple LLMs communicate using natural language, enabling humans to easily understand and modify robot behavior. The system incorporates blockchain technology to store and enforce rules, ensuring robots are aligned with human values. LLM (Large Language Model): A type of AI model trained on a massive amount of text data, capable of understanding and generating human-like text. ROS2 (Robot Operating System 2): A flexible framework for writing robot software. It provides tools and libraries for tasks like communication, perception, and control. VLM (Vision Language Model): An AI model that can understand and relate…  ( 7 min )
    Platform Engineering: The Next Evolution of DevOps Teams
    The way we build and manage software infrastructure is undergoing a massive shift. If you're still thinking in traditional DevOps terms, you might already be behind. Platform Engineering. Here's why it matters—and how you can prepare your teams to not just survive but thrive. Imagine giving your developers superpowers: standardized and reusable, delivered as a product. That’s platform engineering in a nutshell. It focuses on building internal platforms that simplify the software development lifecycle, letting devs focus on shipping features—not wrestling with infrastructure. DevOps promised collaboration between development and operations, but in many organizations: Developers are still overwhelmed by complex cloud setups. Ops teams are stretched too thin, firefighting instead of innova…  ( 4 min )
    Custom Hooks – useKeyPress
    Adding keyboard shortcuts to a web application not only improves the user experience, but also makes certain tasks much faster and more intuitive. The custom hook useKeyPress allows you to react to combinations like ⌘ + ArrowUp or single keys like F2, in a declarative and reusable way. A demo showing ⌘ + ArrowUp, ⌘ + ArrowDown, and F2 controlling a counter. This hook lets you: Listen to multiple key combinations from an array, like ["⌘ + ArrowUp", "F2"]. Receive the main key pressed as an argument (e.g., "ArrowUp", "F2"). Use a single handler function to manage multiple shortcuts easily with if or switch. import { useState } from "react"; import { useKeyPress } from "../core/hooks"; export const KeyPressComponent = () => { const [counter, setCounter] = useState(0); useKeyPress(["⌘ +…  ( 4 min )
    Can PostgreSQL Be a Search Engine? Yes, You Might Not Need Elasticsearch
    Leapcell: The Best of Serverless Web Hosting The inverted index originates from search engine technology and can be regarded as the cornerstone of search engines. Thanks to the inverted index technology, search engines can efficiently perform operations such as database searching and deletion. Before elaborating on the inverted index, we will first introduce the relevant forward index and compare the two. In a search engine, the forward table uses the document ID as the keyword, and the table records the position information of each word in the document. When searching, the system will scan the word information in each document in the table until all documents containing the query keyword are found. The structure of the forward table can be represented by the following box diagram: +------…  ( 12 min )
    How to Resolve PHP Segmentation Fault with ODBC and Access DB
    Introduction Connecting PHP to an Access database can sometimes lead to frustrating errors, such as segmentation faults, particularly when using PDO and ODBC. If you're encountering a segmentation fault while trying to connect to an Access DB on Ubuntu 24.04 with PHP 8.3, you’re not alone. In this article, we will explore why this issue occurs and provide you with actionable steps to troubleshoot and resolve it. Understanding the Segmentation Fault A segmentation fault typically occurs when a program tries to access a restricted area of memory. In the context of your setup—using PDO with ODBC to connect to an Access database—this can happen due to various reasons, such as: Incorrect ODBC driver settings Issues with PHP libraries or modules Mismatched configurations between PHP and the data…  ( 5 min )
    SEO Isn’t Just Keywords: Technical SEO Wins You Shouldn’t Ignore
    Think SEO is just about stuffing keywords and writing meta descriptions? That mindset is costing you rankings, traffic, and revenue. Today, Google is smarter than ever — and technical SEO can make or break your site’s visibility. Here are 5 technical SEO wins you absolutely can’t ignore if you want to outrank your competitors in 2025 and beyond: Your website speed isn’t just a “nice-to-have” — it’s a ranking factor. 🚀 Want to check how your site performs? 👉 Use Google PageSpeed Insights Try GTmetrix for detailed performance reports What to fix: Compress images (Use TinyPNG) Minify CSS & JavaScript Implement lazy loading Use a CDN like Cloudflare Here’s a quick example to defer offscreen images: If search engines c…  ( 4 min )
    🧒🐧 Linux for Kids: From Terminal Tetris to Bash Scripting – A Parent–Child Adventure
    "Wait… did your kid just open the terminal and run a script?" Yup. And they also beat me at bastet last night. 🎮 Step 1: The Game That Started It All – bastet 🛠️ Step 2: Hello, Bash Scripting! 💡 The “Wow” Moments 🔚 In a Nutshell 🎮 Step 1: The Game That Started It All – bastet Forget flashy graphics or touchscreens. My 10-year-old’s first deep dive into Linux wasn’t through Minecraft mods—it was with Bastard Tetris (bastet) on the command line. This isn’t your regular Tetris. It’s evil. It deliberately gives you the worst pieces possible, and watching my kid giggle every time the dreaded S-piece dropped again was pure joy. “This game is cheating!” “Exactly. Welcome to the terminal.” 🎉 It kind of looks like Candy Crush, my kid said, except it's all keyboard and no tapping. The falling…  ( 4 min )
    How Developers Can Build AI Tools Without a PhD
    AI isn't just for PhDs or data scientists anymore. Thanks to modern tools and APIs, any developer—including you—can build powerful AI applications with just JavaScript, Python, or whatever language you’re comfortable with. Whether you're building a chatbot, AI-powered assistant, content generator, or image analyzer, the entry barrier has never been lower. In this article, I’ll show you: Why you don’t need advanced math or ML theory The key tools and APIs you can use right now A step-by-step plan to build your first AI app A free resource to help you dive deeper 1. The Myth: You Need a PhD in AI to Build AI Let’s bust this first. You don’t need to understand backpropagation, stochastic gradient descent, or even how transformers work internally. If you're a software developer, you’re alrea…  ( 4 min )
    How To Create a Responsive Collapsible Sidebar Menu
    Collapsed Sidebar & Collapsed Side Panel How To, for Web Applications When a button is clicked, a 100% height sidebar will appear from the left edge of the webpage, squeezing gently the main document content rightwards, to about 250px. The sidebar has a close button that when clicked, it will retract into the left edge of the webpage gently; releasing the main document. This tutorial explains how to create that effect. The sidebar has a vertical menu, for which, in this project example, the menu consists of hyperlinks. The sidebar is responsive, in the sense that, when the height of the device screen is less than or equal to 450px, the menu list should move upwards, with smaller text. At the end of this tutorial, is the complete webpage code. The reader should copy the whole …  ( 11 min )
    Designing a Smart Home Control Panel with PX30 and LVGL / Qt5 on Linux Buildroot
    Designing a Smart Home Control Panel with PX30 and LVGL / Qt5 on Linux Buildroot Smart home control panels demand sleek UIs, quick boot times, and reliable performance under varying lighting conditions. Pairing the Rockchip PX30 with a Linux Buildroot stack — and rendering the GUI using either LVGL or Qt5 — offers a flexible, cost-effective solution for modern embedded devices. 👉 Learn more about our embedded boards here: https://www.rocktech.com.hk/embedded-single-board-computers/ The Rockchip PX30 is a quad-core Cortex-A35 processor that strikes a great balance between performance and power efficiency. For smart home environments, PX30 can handle multi-touch UIs, Wi-Fi communication, and real-time device control — all without active cooling. Key advantages: Quad-core Cortex-A35 @ 1.3…  ( 4 min )
    Data fetching in '/apps/[appName]' route in open source ACI.dev platform.
    In this article, we are going to review API layer in /apps/GITHUB route in ACI.dev platform. We will look at: Locating the /apps/GITHUB route apps/GITHUB folder API Layer in apps/GITHUB/page.tsx This /apps/GITHUB route loads a page that looks like below: ACI.dev is the open source platform that connects your AI agents to 600+ tool integrations with multi-tenant auth, granular permissions, and access through direct function calling or a unified MCP server. Locating the /apps/GITHUB route ACI.dev is open source, you can find their code at aipotheosis-labs/aci. This codebase has the below project structure: apps backend frontend frontend ACI.dev is built using Next.js, I usually confirm this by looking for next.config.ts at the root of the frontend folder. And ther…  ( 4 min )
    How to Prevent URL Encoding in Dash dcc.Location Component?
    When building web applications with Dash, you may encounter situations where you want to pass a specific string to the pathname property of a dcc.Location component. This issue becomes particularly prominent when the string format includes a question mark (?) intended for queries, such as 'path?query1=test'. However, when it runs, Dash automatically URL encodes the string, leading to improper routing or unexpected behavior. Let's explore why this happens and how you can handle it effectively. Understanding URL Encoding in Dash URL encoding is a mechanism that converts special characters into a format that can be transmitted over the Internet. For example, the question mark (?) is a reserved character in URLs used to denote the beginning of a query string. When you pass a string like 'path?…  ( 4 min )
    Why Blockchain Startups Are Failing?
    Once regarded as the future of finance, supply chains, and everything, blockchain soon grew to become the trendiest tech for a while. Billions were raised by startups. Decentralizing was turned into a buzz word. But there came reality. As of 2025, most of the blockchain startups failed, and numerous consuming millions before even building a product. So, what's going wrong? Let's understand the key reasons for this massive failure and what investors, developers, and founders should know before jumping into blockchain. As per Crunchbase stats, most of blockchain startups fail in the initial 3 years. Despite raising huge funds their failure rates touched 80%. The hype reached its peak in 2021–22, but after FTX, Terra Luna, and regulatory clampdowns, the ecosystem has shrunk. The concept wasn…  ( 5 min )
    I discovered an interesting JSON tool.
    As usual, I received JSON data from the backend developer, but it was in a .txt file. I had to download it, copy the content, and paste it into an online formatter to view it properly. Honestly, I was getting tired of this process, so I started looking for a more convenient solution. That’s when I stumbled upon a website that made things so much easier. If I want to share JSON data with someone, I can simply click "Share" to generate a link instead of sending a file. I just send the link to the other person, and even better, when they open it, the JSON data is already neatly formatted. I think this is absolutely awesome! Additionally, the link has a one-hour expiration time, after which it becomes inaccessible, ensuring the data remains highly secure. I continued exploring and discovered that it not only enables quick sharing but also allows you to rapidly generate an API for temporary testing during development. This is incredibly convenient! Actually, this is just the tip of the iceberg. You can also run queries here to extract the data I need from the entire JSON dataset, supporting various query languages. In addition to standard JavaScript code, it also supports JEMSPath, JSONPath, JQ Cmd Secondly, it also supports data conversion, allowing seamless transformation between JSON and other data formats, including JS Object, JSON5, JSON Schema, Query String, Typescript, Postman Bulk, MXL, YML. You can manually convert data or directly paste non-JSON data, and it will automatically generate the converted JSON data. For example, you can simply paste the following data: DEV Additionally, it can validate whether the provided JSON data meets specific structural requirements, supporting JSON Schema and JSON Type Definition. Another feature we frequently use is: JSON Diff In short, I think this tool is an essential asset for programmers, and I’m sharing it with everyone here Online JSON Format Tool  ( 3 min )
    Challenges in Android Application Testing and How to Overcome Them
    Testing Android apps is challenging because the ecosystem is highly fragmented. Devices come in different screen sizes, hardware configurations, and Android versions, leading to inconsistencies in how apps behave. A feature that works smoothly on one phone might not function similarly on another due to manufacturer customizations, performance limitations, or OS-specific restrictions. Network conditions add another layer of complexity. An app that loads quickly on Wi-Fi might become unresponsive on slow mobile data or in areas with weak signals. Security risks make things even more complicated, especially for apps handling sensitive data. This article let us learn more about challenges in Android application testing and how companies can overcome them. 1. Device and OS Fragmentation Skippin…  ( 6 min )
    Setting Up Tailwind CSS v4 in SvelteKit: The Vite Plugin Way (A Guide Based on Real Issues)
    Setting Up Tailwind CSS v4 in SvelteKit: The Vite Plugin Way Integrating new versions of libraries can sometimes lead to unexpected issues. Based on recent experiences and common problems encountered when setting up Tailwind CSS v4 with SvelteKit, this guide focuses specifically on the recommended approach using the official Vite plugin. We'll cover the steps assuming you're initializing your SvelteKit project with the npx sv create . CLI tool, which offers a convenient way to include Tailwind from the start. Important Compatibility Note: Tailwind CSS v4 is designed for modern browsers: Safari 16.4+, Chrome 111+, Firefox 128+. If you need to support older browsers, please stick with v3.4 as v4 relies on modern CSS features like @property and color-mix(). npx sv create .) The npx sv cre…  ( 7 min )
    How To Connect Your Etsy Store To Instagram And Facebook Shopping
    Introduction As an Etsy seller, tapping into the expansive reach of Instagram and Facebook Shopping is essential for maximizing your store’s visibility and increasing sales. In this article, we'll guide you step-by-step on how to efficiently connect your Etsy store to both these powerful social media platforms using the Catalog Generator app. This tool simplifies the process of syncing your listings, further enhancing your business growth on social media. Increased Visibility: By integrating your Etsy listings into Instagram and Facebook Shops, you expose your products to a broader audience. Seamless Shopping Experience: Customers can view, discover, and purchase your products directly through social media. Auto-updates: Automatically sync listings to reflect the latest changes, saving t…  ( 4 min )
    How to Fix Bash Script Error with Spaces in File Paths?
    If you've ever faced the challenge of using a Bash script on Mac OS X Mavericks and encountered issues with directory paths containing spaces, you're not alone. In this article, we'll take a closer look at a common problem that arises when executing Bash scripts that require arguments with spaces, and how to resolve it effectively. Why Does This Issue Occur? When a Bash script accepts parameters from the command line, any spaces in the path can lead to misinterpretation of the provided argument. Bash treats spaces as delimiters, which separates the string into distinct arguments, resulting in errors when the script is executed. This is precisely what happens in your case when trying to open a folder that has spaces in its name. The Problematic Bash Script Let's analyze the Bash script in q…  ( 4 min )
    FlipTrack: The Ultimate Virtual Coin Flipper You Didn't Know You Needed
    Have you ever needed to make a quick decision but couldn't find a coin? Or maybe you flipped a coin but it rolled under the couch? 🤦‍♀️ We've all been there. That's exactly what happened to Alex, one of our junior developers at Learn Computer Academy. During our weekly "Choose Your Own Project" day, Alex couldn't decide between building a weather app or a to-do list. "Just flip a coin," I suggested. No one had a coin. Smartphones were pulled out, but surprisingly, no one had a decent coin-flipping app. Most were ad-filled monstrosities or simplistic apps with zero statistics. That's when FlipTrack was born. You can check out FlipTrack right now at https://playground.learncomputer.in/coin-toss/ FlipTrack isn't just another coin flipper. It's what happens when professional developers approa…  ( 8 min )
    Key Characteristics of Big Data (5 Vs):
    ➢ Volume – Massive amounts of data generated every second (e.g., social media, IoT devices). ➢ Velocity – High-speed data generation and real-time processing (e.g., stock market transactions). ➢ Variety – Data in multiple formats (structured, semi-structured, unstructured) such as text, images, videos, and sensor data. ➢ Veracity – Ensuring the accuracy and trustworthiness of data. ➢ Value – Extracting meaningful insights from raw data.  ( 3 min )
    10 Developer Lessons I Learned from Treating GPTs as a Real Team
    Most people use GPT as a tool. Something to help write faster. Something to save time. But I took a different approach. I gave my GPTs names. I gave them roles. I treated them like actual team members. Here’s what I learned. 1. The way you see GPT changes the way it sees you. Treat it like a tool, and it acts like one. Treat it like a teammate — it starts to surprise you. 2. Naming matters. When I called it “Abera” instead of “GPT-4,” I paused more. I respected the output more. 3. Your brand doesn’t need more content. It needs more feeling. GPT helps you produce. But when it helps you feel — your message becomes real. 4. Emotion isn’t a layer. It’s the lens. Designing with emotion first changes everything. 5. Most people use GPT to go faster. I used it to slow down. To ask better questions. To think clearer. 6. A slogan is not a sentence. It’s a philosophy. "Reset. Feel lighter." wasn’t created — it was revealed. 7. A real GPT team needs diversity — of roles, not just prompts. Abera writes. Eli visualizes. Ella feels. Together, they create more than I could alone. 8. AI doesn’t replace intuition. It reflects it. It shows you what you’ve been avoiding — not just what you asked for. 9. People connect with real use, not abstract ideas. "This AI helped me grieve" hit harder than any productivity metric. 10. This is not automation. It’s awakening. We’re not outsourcing creativity. We’re co-creating awareness. If you're building with AI, not just using it — let’s connect. openai #gpt4 #aiworkflow #emotionbranding #devphilosophy #promptengineering #teamwork  ( 3 min )
    How to Add Application in SafeLine
    This guide walks you through how to configure and protect a web application using SafeLine WAF. First of all, make sure SafeLine has been successfully installed. If not, please refer to the Install SafeLine documentation. SafeLine is a web application firewall (WAF) built on top of nginx. It helps protect web applications by acting as an HTTP/HTTPS reverse proxy. Incoming traffic is first received by SafeLine, which filters out malicious requests and forwards only clean traffic to the original backend application. Log in to the SafeLine Web Admin Console. Navigate to Applications → Applications. Click the Add Application button in the upper-right corner. In the dialog that appears, fill in your app information: Domain: The domain name, hostname, or IP address of your original app (e.…  ( 3 min )
    NocoBase Weekly Updates: Template Printing Supports Images and Barcodes
    Originally published at https://www.nocobase.com/en/blog/weekly-updates-20250509. Summarize the weekly product update logs, and the latest releases can be checked on our blog. NocoBase is currently updated with three branches: main , next and develop. main:The most stable version to date, recommended for installation; next:Beta version, contains upcoming new features and has been preliminarily tested. There might be some known or unknown issues. It's mainly for test users to collect feedback and optimize functions further. Ideal for test users who want to experience new features early and give feedback; develop:Alpha version, contains the latest feature code, may be incomplete or unstable, mainly for internal dev and rapid iteration. Suited for tech users interested in product's cutting-e…  ( 8 min )
    How to Dynamically Adjust Content Div Height in jQuery?
    Introduction In modern web development, creating a dynamic user experience is crucial. One common scenario involves loading different pages into a content div on user interaction while needing to adjust its height dynamically for proper layout. In this article, we will address a specific challenge: ensuring the height of a content div updates correctly when different pages are loaded into it via jQuery. To illustrate this issue, suppose we have a setup where the height of the content div is first determined at page load with some initial content, but when we replace that content dynamically, the height does not adjust accordingly. This can lead to unexpected layout shifts and user experience issues. Let's dive deeper into the reasons behind this and explore a practical solution. Understand…  ( 5 min )
    TE AMO♥️
    Check out this Pen I made!  ( 2 min )
    🧪 Trying the Replit + Notion Integration — My Early Thoughts
    Hey devs, I’ve been testing the new Replit x Notion integration, and it’s like a solid combo for quickly spinning up content-driven apps. Notion acts as the CMS, Replit handles the front-end, and AI helps bridge the two by generating the scaffolding from prompts. Here’s what stood out: 🔑 Key Features Pull or Push Notion Data AI-Powered Code Generation Notion as a Lightweight CMS Real-Time Front-End Sync Stackable Integrations Quick Prototyping 🧠 My Take It’s promising, but there’s still room for improvement. 👀 Curious what you think: Would you actually use Notion as your backend for client or production work? Does AI-generated boilerplate help—or get in the way? Let me know. Always down to swap thoughts with other devs. Until next post—keep building. Try Replit | Try Notion  ( 3 min )
    How to Handle Navigation in Puppeteer Click Functions?
    When developing automated testing scripts or web scraping tools with Puppeteer, you may encounter scenarios where a simple click action can trigger a navigation event. This can lead to exceptions, such as 'Execution context was destroyed, most likely because of a navigation,' especially if subsequent actions, like fetching HTML, are executed right after the click. In this article, we will discuss how to handle such situations effectively in TypeScript. Understanding the Issue with Navigation in Puppeteer When your click function initiates a navigation by clicking on links or buttons that lead to a different URL (e.g., links or form submissions), Puppeteer’s execution context is destroyed. This occurs because the context changes with the new page that loads, making ongoing evaluations (like…  ( 4 min )
    How to Keep a Scrolling Log Updated in Real-Time with Python and CSS?
    Introduction Keeping a scrolling log updated in real-time can be essential for applications that require live feedback or monitoring user actions. This can be achieved using Python for backend processing and CSS for frontend display. In this article, we’ll explore how to implement this solution step-by-step, leveraging websockets to communicate between the server and client seamlessly. Why Use Websockets for Real-Time Updates? Websockets enable full-duplex communication channels over a single TCP connection. This is critical for real-time applications because it allows the server to push updates to the client immediately as new log entries are generated. Traditional methods, such as polling with AJAX, can be inefficient and lead to delays in data retrieval. Thus, using websockets is a more…  ( 5 min )
    Exploring kubectl-ai: Your AI-Powered Kubernetes Assistant
    Kubernetes management just got smarter with kubectl-ai, an AI-powered Kubernetes assistant developed by GoogleCloudPlatform. This open-source tool integrates seamlessly with your terminal, leveraging advanced AI models to simplify cluster operations, troubleshoot issues, and execute commands with natural language inputs. Whether you're a seasoned Kubernetes administrator or a newcomer, kubectl-ai promises to streamline your workflow. Let’s dive into what makes this tool a game-changer, based on its GitHub repository. kubectl-ai is a command-line tool that acts as an intelligent interface between you and your Kubernetes clusters. By interpreting natural language queries, it translates your requests into precise kubectl commands, executes them, and provides clear results and explanations. It…  ( 5 min )
    SSH in Linux: Your Secure Gateway to Remote Control
    Table of Contents What is SSH and Why It Matters How to Connect Using SSH Key-Based Authentication: Passwords Are So Last Decade Handy SSH Commands and Tricks Managing Your Server Remotely Wrapping Up SSH, or Secure Shell, is the go-to tool for securely connecting to remote Linux machines. Whether you’re managing servers in the cloud, tinkering with a Raspberry Pi, or helping a friend troubleshoot, SSH keeps your connection encrypted and safe from prying eyes. Think of it as your private tunnel into another computer, where you can run commands, transfer files, and control everything remotely ssh username@hostname Replace username with your remote user’s name and hostname with the ssh alice@192.168.1.100 The first time you connect, you’ll see a prompt asking if you…  ( 4 min )
    A beginner's guide to the Rembg-Enhance model by Smoretalk on Replicate
    This is a simplified guide to an AI model called Rembg-Enhance maintained by Smoretalk. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. The rembg-enhance model is a background removal model that has been enhanced with ViTMatte technology. This model excels at accurately separating the subject from the background in images, allowing for seamless background removal. It is a more advanced version of the popular remove_bg model, offering improved performance and additional features. The rembg-enhance model takes a single input - an image file in a supported format. It then outputs a new image with the background removed, leaving only the subject. This output image is provided as a URI, allowing for easy integration into various applications and workflows. Image: The input image file for background removal. Output: The image with the background removed, leaving only the subject. The rembg-enhance model is highly ca... Click here to read the full guide to Rembg-Enhance  ( 3 min )
    How to Implement Hover Effects in Angular with TypeScript?
    Introduction Creating a user-friendly interface is crucial in web development, especially for applications that rely on user interactions like maps and radio buttons. In this article, we'll explore how you can implement a hover effect in your Angular application using TypeScript. This will enhance the user experience when selecting regions on a map via radio buttons. Understanding the Problem You're working on a project where users can select regions either by clicking directly on a map or by using corresponding radio buttons. A common request has arisen: when a user selects a region using a radio button, that same region on the map should be highlighted with a hover effect. While you’re currently considering jQuery for this functionality, we can achieve a seamless solution directly in Ang…  ( 4 min )
    Support Unlimited Forwarded Email Messages via API (and ColdFusion)
    We have clients that use dedicated email addresses to receive and process messages and attachments. I had previously developed some functions to bulk download EML files directly from a mail server's file system (using FastCopy) and then use "javax.mail" and a lot of crazy logic to unwrap attachments within attachments to extract files for processing. (Most file attachments were being sent from different versions of a required iPhone app on different devices and the methods of attaching files was not consistent.) Hit me up if anyone's interested in extracting attachments from EML files. While researching alternative solutions, we came across Forward Email. They offer a free tier that supports unlimited domains and email forwarding with webhook support. Webhook? Wha? Really? AMAZING! When configuring a domain on the free tier for a webhook, you're required to add a special TXT "forward-email" DNS record in order to configure the endpoint. They have an option to encrypt the value so that it's not exposed to third-parties. If you want to configure it using their service (without the need to add it to DNS), you'll need a $3/mo "Enhanced" plan that also unlocks developer API access (to manage domains & aliases.) After configuring this service, we opted to set up a Taffy API endpoint to accept emails-as-JSON and save them to the local file system. Based on our experience working with SendGrid webhooks, we save the JSON payload directly to the local file system without being dependent on a database connection. This approach has been beneficial as a client recently encountered database issues and it had zero negative impact on the API webhook's ability to store incoming data. To access to the source code for the Taffy API endpoint, check out the post on the new MyCFML website.  ( 3 min )
    How to Fix MySQL Error 1054 with CONCAT in CodeIgniter?
    When working with CodeIgniter's Active Record, you may encounter issues when trying to use MySQL functions like CONCAT() in your queries. Specifically, you might run into the MySQL error "Error Number: 1054 - Unknown column 'name' in 'where clause'" when you attempt to match a column that you've created in the SELECT clause. This error can be confusing because it seems logical to use an alias created in the SELECT statement in the WHERE clause. Understanding the MySQL Error 1054 The reason for this error is straightforward: the MySQL query engine processes the WHERE clause before the SELECT clause. Therefore, any aliases created via CONCAT() in the SELECT statement cannot be directly referenced in the WHERE clause. In your case, you're attempting to filter results based on an alias 'name' …  ( 4 min )
    How to Build API-Centric Frontend Apps in Bellini
    If your frontend app still treats APIs like an afterthought, you’re building things the hard way. APIs aren’t “add-ons” anymore. They’re the heart of every modern app. Whether it’s user data, product info, analytics, or payments, the frontend has become the API consumer. And as devs, we’re stuck wiring it all together—again and again. After years of writing fetch wrappers, transforming payloads, wrestling with inconsistent APIs, and trying to guess how to glue logic into a UI builder… I finally snapped. That’s when I found Bellini. A visual frontend builder that actually treats APIs as first-class citizens. No fake integrations. No brittle magic. Just a low-code tool that respects the complexity of real apps and gives devs room to work. Here’s how I build API-first frontends in Bellini—and…  ( 4 min )
    Understanding Error Unions in Zig: Safe and Explicit Error Handling
    Zig replaces exceptions with something better: error unions. They give you fine-grained, type-safe error handling without hiding control flow. In this article, we’ll break down how error unions work, when to use them, and how they make your code safer and clearer. An error union is a value that may either be a result or an error. Think of it like Result in Rust, but built into the language. The syntax: fn doThing() !i32 { return 42; // could also return an error } This means doThing might return an i32, or an error. Zig makes handling errors explicit — no hidden try/catch. You deal with them directly. try const result = try doThing(); std.debug.print("Value: {}\n", .{result}); If doThing() succeeds, result holds the value. If it fails, the error is returned up the call stack. catch…  ( 4 min )
    Implementing a Custom Memory Pool in Zig
    Zig's allocator system gives developers the power to create custom memory strategies tailored to specific use cases. One powerful technique is the memory pool, which can dramatically reduce allocation overhead for frequently reused objects. In this guide, we’ll walk through building a fixed-size memory pool in Zig — ideal for managing short-lived or repeated allocations without relying on the heap each time. A memory pool is a block of pre-allocated memory that you carve up manually. It's great for: 🚀 Performance-critical systems 🔁 Repeated short-lived allocations 💡 Avoiding fragmentation in embedded or constrained environments Here’s a simple fixed-size pool for allocating structs: const std = @import("std"); const MyStruct = struct { x: i32, y: i32, }; const Pool = struct { …  ( 4 min )
    Manual Memory Management in Zig: Allocators Demystified
    Zig gives you full control over memory — no garbage collector, no hidden allocations. Instead, it provides a flexible and explicit system of allocators, letting you manage memory manually while keeping code safe and clear. In this tutorial, you'll learn the core ideas behind Zig's allocator system, how to use built-in allocators, and how to write functions that gracefully handle memory ownership. Unlike languages that implicitly manage memory (like Go or Rust), Zig puts you in charge. Instead of relying on malloc or global state, allocators in Zig are passed explicitly, making dependencies clear and deterministic. This helps with: 🔒 Precise control over memory usage 🧼 Easier cleanup and error handling 🔁 Reusable memory strategies (e.g. arena, fixed buffer) std.heap.page_allocator Here…  ( 4 min )
    How to Fix SQL Syntax Error in Recursive Queries?
    When learning SQL, encountering syntax errors can be frustrating, especially when working with recursive Common Table Expressions (CTEs). In this article, we'll break down the issue in your SQL query and provide you with a clear understanding of how to resolve it, ensuring that you can retrieve random rows from a specific table multiple times. Understanding the Syntax Issue The error message you're receiving indicates a syntax problem near the UNION ALL clause. In SQL, especially when working with recursive CTEs, it is crucial to follow the correct syntax. Your goal is to generate a certain number of rows (in your case, six) from the transaction_detail table, but the way the query is structured results in a violation of SQL syntax rules. The Correct Syntax for Recursive CTEs To effectively…  ( 4 min )
    CodeBridge: The Universal Code Translation Platform
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities CodeBridge is a revolutionary platform that finally solves the challenge of translating codebases between programming languages while preserving architecture, patterns, and business logic. Unlike simple syntax converters, CodeBridge performs deep semantic analysis to create truly idiomatic translations that experienced developers in the target language would recognize as well-structured native code. This challenge has long been considered impossible to solve completely—translating between languages isn't just about converting syntax, but about understanding architectural patterns, language idioms, and ecosystem-specific best practices. CodeBridge tackles this through a sophisticated mul…  ( 11 min )
    Error: ENOENT: no such file or directory, open no NextJS
    Estava continuando meus estudos no tutorial oficial do Next.js 👉 https://nextjs.org/learn Depois de resolver um problema chato com o bcrypt, avancei mais um pouco e decidi criar uma rota chamada /seed. Tudo certo… até tentar rodar o app novamente. E aí surgiu este erro: [Error: ENOENT: no such file or directory, open '/home/my-user/ws-nextjs-dashboard/.next/static/development/_buildManifest.js.tmp.qym5xk030le'] A mensagem parece clara: o arquivo _buildManifest.js.tmp não existe. Mas o que isso quer dizer na prática? Esse arquivo .tmp é gerado automaticamente durante o processo de build. Ele é temporário, e o Next espera encontrá-lo para continuar a coleta e organização dos assets da aplicação. Quando esse arquivo falta ou é corrompido, o build trava — e o erro aparece. No meu caso, foi uma combinação de fatores: A execução da rota /seed durante o build causou efeitos colaterais inesperados. Alguma falha durante uma build anterior corrompeu os arquivos temporários. O Next.js tentou acessar arquivos que ainda não haviam sido completamente gerados. Removi a pasta .next inteira (build anterior): rm -rf .next Evitei executar rotas como /seed diretamente no navegador durante o build. Rebuldei e Reiniciei o servidor de desenvolvimento: pnpm run build && pnpm run dev Se você vir esse tipo de erro (ENOENT em arquivos .tmp), desconfie de: builds interrompidos, execuções paralelas do dev e build, código sendo executado no build que deveria rodar só no runtime real. Já passou por esse tipo de dor de cabeça com Next.js? Esses perrengues são bons para reforçar aprendizados — e compartilhar pode ajudar outros também  ( 4 min )
    What Is DevRel (Developer Relations) and Why It Matters
    👋 Let’s Connect! Follow me on GitHub for new projects and tips. If you've spent any time in tech communities, you've likely heard of DevRel, short for Developer Relations. But what exactly is it? Is it marketing? Engineering? Community management? The answer: it's a mix of all three—and more. This article breaks down what DevRel is, why it's important, and how teams structure it to build trust and engagement with developers. Developer Relations (DevRel) is a multidisciplinary role that bridges the gap between a company and the developer community. At its core, DevRel is about: Advocating for developers inside your company Promoting your technology to developers outside your company Creating a feedback loop between users and product teams DevRel professionals can wear many hats: speaker, w…  ( 5 min )
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    Doodles NFT token stalls after airdrop
    The newly launched DOOD token from Ethereum-based NFT project Doodles has seen a steep drop in market capitalization following its May 9 airdrop on the Solana network. According to data from DEX Screener, DOOD’s market cap fell from over $100 million shortly after launch to around $60 million at the time of writing. Overall, the much-anticipated airdrop was “[d]efinitely underwhelming,” a crypto commentator said in a May 9 X post.  DOOD token performance on May 9. Source: DexScreener Related: Doodles NFT sales surge 97% ahead of DOOD token airdrop Falling NFT values Joining the trend, NFTs in Doodle’s flagship collection sharply dropped in value on May 9. The collectibles are down roughly 60% to less than 1.5 Ether (ETH) per NFT from about 3.5 ETH on May 8, according to OpenSea. As of May…
    Solana price gained 500% the last time this SOL metric turned bullish
    Key Takeaways: Solana's 15% surge and potential close above the 50-week EMA signal strong bullish momentum, which previously led to a 515% rally in 2024. The $120 million in liquidity bridged to Solana reflects growing network confidence. Solana (SOL) price gained 18% this week, signaling rising bullish momentum. The altcoin is approaching a pivotal point, with a potential close above the 50-week exponential moving average (EMA), a level that has historically catalyzed significant rallies. In March, SOL dipped below the 50-week EMA and briefly dropped under $100 on April 7. Since then, Solana has staged a strong recovery, reclaiming key EMA levels (100W and 200W), with the 50-week EMA (blue line) now in focus. Solana 1-week chart. Source: Cointelegraph/TradingView Historical patterns…
    BlackRock, crypto task force discuss ETP staking, tokenization
    Wall Street giant BlackRock met with the Securities and Exchange Commission (SEC) Crypto Task Force to discuss staking within crypto exchange-traded products (ETPs) and tokenization of securities. The discussion could advance institutional interest in the crypto industry. According to a May 9 memo published by the task force, BlackRock sought to “[d]iscuss perspectives on treatment of staking, including considerations for facilitating ETPs with staking capabilities.” The company has previously said that Ether (ETH) exchange-traded funds, while successful, are less perfect without staking. Other crypto ETF issuers share that view. On Feb. 15, the New York Stock Exchange proposed a rule change to introduce staking services for Grayscale’s spot Ether ETFs. In April, the SEC delayed a decision…
    US VP Vance to speak at Bitcoin conference amid Trump crypto controversies
    US Vice President JD Vance will speak at the Bitcoin 2025 conference in Las Vegas, roughly a year after then-presidential candidate Donald Trump spoke at the same event. According to a May 9 notice from the event’s organizers, Vance will address conference attendees in person on May 28, making him the first sitting US vice president to speak at a digital asset conference. Trump provided a pre-recorded video of himself from the White House to the organizers of the Digital Asset Summit in March — his first appearance at a crypto event since taking office in January — and spoke in person at the Bitcoin 2024 conference in Nashville while campaigning. Though Vance is a Bitcoin (BTC) holder — he holds $250,000 to $500,001 worth of the cryptocurrency, according to a financial disclosure filed in…
    Price predictions 5/9: BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI, LINK, AVAX
    Key points: Bitcoin holding $100,000 as a level of support would confirm the current trend change. Ether leads among altcoins, and DeFi tokens could follow. Bitcoin (BTC) broke above the psychologically critical $100,000 level on May 8, and the bulls are trying to hold on to the level on May 9. In an X post, CoinGlass said that Bitcoin’s rally resulted in $837.80 million in short liquidations in a 24-hour period, the largest since 2021. Bitcoin’s rally also lifted several major altcoins, which soared above their respective overhead resistance levels. The altcoin rally was led by Ether (ETH), which surged roughly 22% on May 8, triggering a $328 million liquidation of Ether short positions. Crypto market data daily view. Source: Coin360 Although the short-term picture has turned positive,…
    TeraWulf Q1 loss widens amid rising costs, falling revenue
    Mining firm TeraWulf reported a net loss of approximately $61.4 million in its earnings for the first quarter of 2025, further deteriorating from the same period last year. Revenue fell to $34.4 million from $42.4 million in the same period of 2024, according to the company's earnings report, published May 9. Cost of revenue rose sharply to $24.5 million, up from $14.4 million a year earlier. As a result, TeraWulf's cost of revenue accounted for 71.4% of total income from operations in Q1 2025, more than double the 34% recorded in the prior-year quarter. In Q1 2024, the company posted a net loss of $9.6 million. TeraWulf’s profit and loss statement for Q1 2025. Source: TeraWulf TeraWulf attributed the decreased revenue to Bitcoin's (BTC) post-halving economics that reduced the block subsid…
    Ethereum's new staking limit is not a risk to decentralization, says Consensys researcher
    Ethereum’s Pectra upgrade doesn’t pose a threat to decentralization, according to Mallesh Pai, senior research director at blockchain software firm Consensys, describing the update as a cleanup of the behind-the-scenes “busy work” currently handled by validators. During a May 9 Cointelegraph X Space, Pai said a validator’s chances of proposing a block or earning rewards remain tied to how much ETH they hold, adding that larger validators don’t gain any new advantages under the upgrade: “Rewards continue to be proportional to the amount of ETH you have. […] it's not the case that if you're a big validator, you somehow have any more advantages than you did before.” Pectra is Ethereum’s most extensive network upgrade since the Merge took place in September 2022. Pectra allows validators to …
    US senators ask DOJ, Treasury to consider Binance-Trump ties — Report
    A group of Democratic senators has reportedly sent a letter to leadership at the US Department of Justice and the Treasury Department expressing concerns about US President Donald Trump’s ties to cryptocurrency exchange Binance and potential conflicts of interest in regulating the industry. According to a May 9 Bloomberg report, Democratic senators asked Attorney General Pam Bondi and Treasury Secretary Scott Bessent to report on the steps Binance had taken as part of its November 2023 plea agreement with US authorities, amid reports that Trump and his family had deepened connections with the exchange. That settlement saw Binance pay more than $4 billion as part of a deal with the Justice Department, Treasury, and Commodity Futures Trading Commission, and had then-CEO Changpeng “CZ” Zhao…
    US senators ask DOJ, Treasury to consider Binance-Trump ties — Report
    A group of Democratic senators has reportedly sent a letter to leadership at the US Department of Justice and the Treasury Department expressing concerns about US President Donald Trump’s ties to cryptocurrency exchange Binance and potential conflicts of interest in regulating the industry. According to a May 9 Bloomberg report, Democratic senators asked Attorney General Pam Bondi and Treasury Secretary Scott Bessent to report on the steps Binance had taken as part of its November 2023 plea agreement with US authorities, amid reports that Trump and his family had deepened connections with the exchange. That settlement saw Binance pay more than $4 billion as part of a deal with the Justice Department, Treasury, and Commodity Futures Trading Commission, and had then-CEO Changpeng “CZ” Zhao…
    Crypto sleuth ZachXBT says wrong suspect detained in Bored Ape NFT theft
    Law enforcement detained the wrong person for a 2022 scam that pilfered more than $1 million worth of Bored Ape non-fungible tokens (NFTs), cybersecurity researcher ZachXBT said.  In a May 9 X post, ZachXBT said he identified the wallet behind the scam and linked it to an X account that has since been deleted.  But in 2023, law enforcement detained Sam Curry, a former Yuga Labs security researcher, at an airport as a suspect in the incident, ZachXBT said. Yuga Labs is the company behind the Bored Ape Yacht Club NFT collection.  “It’s unfortunate to see how a security researcher was detained when stronger leads on a threat actor potentially responsible exist,” ZachXBT said. The attacker stole 14 Bored Ape NFTs in 2022. Source: ZachXBT Related: Crypto sleuth ZachXBT says he unmasked 50x Hype…
    Bitcoin price rallies as global liquidity growth accelerates — Analysts
    Key takeaways: Bitcoin’s price closely tracks global liquidity growth, with liquidity explaining up to 90% of its price movements, according to Raoul Pal. In the long term, global liquidity continues to expand, driven by the increasing debt levels in many countries. On a shorter timeframe, global liquidity follows a cyclical pattern, with Michael Howell projecting the current cycle to peak by mid-2026. Bitcoin (BTC) price is notoriously sensitive to global liquidity. Some analysts go as far as calling their correlation near-perfect, with a lag of about three months. This relationship is fueling the current bullish narrative as BTC price soars back above $100,000, but how long can this trend last? Liquidity is Bitcoin's silent price driver Raoul Pal, the founder of Global Macro Investor…
    Bitcoin hits $103K but DeFi is a mixed bag: Finance Redefined
    The cryptocurrency market continued to surge this past week as the overall digital asset market capitalization exceeded $3.27 trillion, an 8.6% increase over the previous week. Bitcoin (BTC) reached a high of $103,600 on May 8 after reclaiming $100,000 for the first time since January. Its market dominance also surged above 60%, reflecting more bullish BTC sentiment. This marked the third time BTC has broken through six figures since it reached the milestone on Dec. 5, 2024, and again on Jan. 20, ahead of US President Donald Trump’s inauguration.  The BTC rise coincided with Trump announcing a trade deal with the United Kingdom, which may include removing a 10% blanket tariff on all imports. In the wider crypto space, Ethereum’s Pectra upgrade implemented much-needed improvements for the c…
    Galaxy Digital approved for US domicile, clearing way for Nasdaq listing
    Galaxy Digital has been approved by the US Securities and Exchange Commission (SEC) to redomicile in the United States, setting the stage for the crypto investment company’s listing on the Nasdaq stock exchange. Galaxy anticipates listing on the Nasdaq, a tech-focused US stock exchange, by the middle of May, pending approval from the Toronto Stock Exchange, on which the company is already listed, and shareholder approval at a special shareholders meeting on May 9. Shareholders at the meeting must approve redomiciling Galaxy Digital in the US state of Delaware, known for its business-friendly regulations, before the process can move forward, according to an announcement from the company. Galaxy Digital SEC form S-4. Source: SEC Galaxy obtained SEC approval for a Nasdaq listing in April this…
    Chance of Bitcoin price highs above $110K in May increasing — Here’s why
    Key Takeaways: Bitcoin is driven by its ability to perform well in risk-on and risk-off environments, according to Bitcoin Suisse. Bitcoin’s Sharpe ratio of 1.72, second only to gold, underscores its maturity as an asset, offering superior risk-adjusted returns. A buyer-dominant market signals strong institutional and retail interest that could drive a supply squeeze and break new highs in May. Bitcoin (BTC) price breached the $100,000 mark for the first time since January, fueling speculation of a new all-time high above $110,000 in May. According to Bitcoin Suisse, a crypto custody service provider, BTC’s bullish momentum stems from its ability to thrive in risk-on and risk-off environments since the US presidential elections.  Data from its “Industry Rollup” report highlights Bitc…
    Is Ripple’s Hidden Road deal part of a SoftBank-like playbook?
    Ripple has made a slew of acquisitions to control key transaction rails and route them through XRP and its stablecoin, Ripple USD (RLUSD), drawing comparisons to Japanese investment firm SoftBank.  The $1.25-billion acquisition of Hidden Road on April 8 allows Ripple to use RLUSD as collateral in the firm’s prime brokerage products. Hidden Road will also migrate its post-trade operations to the XRP Ledger, the blockchain that underpins cryptocurrency XRP (XRP) and several of Ripple’s institutional services. Omni Network founder and CEO Austin King knows Ripple’s strategy firsthand. He sold his startup, Strata Labs, to Ripple in 2019 and describes the approach as a “SoftBank-type” acquisition strategy. Instead of in-house development like Google or Meta (formerly Facebook), SoftBank built i…
    AI's GPU obsession blinds us to a cheaper, smarter solution
    Opinion by: Naman Kabra, co-founder and CEO of NodeOps Network Graphics Processing Units (GPUs) have become the default hardware for many AI workloads, especially when training large models. That thinking is everywhere. While it makes sense in some contexts, it's also created a blind spot that's holding us back. GPUs have earned their reputation. They're incredible at crunching massive numbers in parallel, which makes them perfect for training large language models or running high-speed AI inference. That's why companies like OpenAI, Google, and Meta spend a lot of money building GPU clusters. While GPUs may be preferred for running AI, we cannot forget about Central Processing Units (CPUs), which are still very capable. Forgetting this could be costing us time, money, and opportunity. CPU…
    Is Bitcoin about to go parabolic? BTC price targets include $160K next
    Key points: Bitcoin continues to attack a key resistance zone below all-time highs. “Parabolic” BTC price talk begins to resurface as bulls hold six figures after the Wall Street open. Signs of profit-taking are increasing amid the highest prices since January. Bitcoin (BTC) is attracting “parabolic” price targets as bulls continue to hold six figures on May 9. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView BTC price in line for “crazy numbers” Data from Cointelegraph Markets Pro and TradingView shows barely any consolidation taking place on BTC/USD over the past 24 hours. The pair hit $104,332 on Bitstamp, marking its highest since the end of January and a clear departure from the slow downtrend in place for much of 2025. Reacting, market participants have begun to restore th…
    Institutional investors continue to scoop up Bitcoin above $100K
    Bitcoin crossed the $100,000 mark again on May 8 as institutional investors continue stacking sats. Farside Investors’ data shows that spot Bitcoin (BTC) exchange-traded funds (ETFs) recorded cumulative net inflows of $142.3 million on May 7, in a sign of “sustained institutional interest,” according to the founder of Obchakevich Research, Alex Obchakevich. “These inflows indicate the activity of institutional investors, including hedge funds and asset managers, who continue to accumulate BTC through regulated instruments,“ he said. The ARK 21Shares Bitcoin ETF (ARKB) led with $54 million in inflows, followed by Fidelity’s Wise Origin Bitcoin Fund (FBTC) at $39 million and BlackRock’s iShares Bitcoin Trust (IBIT) at $37 million. Data from Arkham Intelligence shows BlackRock acquired more t…
    Why crypto’s next breakthrough could start in the classroom — Animoca’s Yat Siu
    Ripple’s $25 million donation to a crypto education fund has reignited conversations about how blockchain projects are building influence through academia—but in the latest episode of Byte-Sized Insight, Animoca Brands’ co-founder Yat Siu says that money alone isn’t enough.  Instead, real-world use cases like student loans backed by DeFi may be crypto’s most convincing value proposition to date. DeFi student loans On April 30th, Pencil Finance, a project supported by Animoca Brands and its education arm Open Campus, announced a $10 million student loan financing initiative aimed at providing cheaper, blockchain-backed loans. Siu believes this type of infrastructure investment goes further than symbolic funding. “What our industry needs a lot more is these kinds of positive-sum use cases t…
    Ethereum Foundation distributed $32.6M grants to ecosystem in Q1
    The Ethereum Foundation, the nonprofit that supports development across the Ethereum blockchain, distributed $32.6 million in grants in the first quarter of 2025.  In an allocation update, the organization reported spending on various initiatives through its Ecosystem Support Program (ESP).  Categories included community and educational grants, zero-knowledge and cryptography. Other allocations included execution layers, developer experience and tools, layer-2 networks and overall ecosystem growth and support.  Ethereum Foundation focuses on education and community Of the 101 grants awarded, 32 went to community and education-focused initiatives. Recipients included educational content creators, conference organizers, bootcamps and hackathons such as ETHPrague and ETHiopia. Sixteen proj…
    Gemini to launch crypto derivatives in Europe with new license
    Gemini, the cryptocurrency exchange founded by Cameron and Tyler Winklevoss, has received regulatory approval to expand crypto derivatives trading across Europe. Gemini secured a Markets in Financial Instruments Directive II (MiFID II) license from the Malta Financial Services Authority (MFSA), allowing the exchange to offer crypto derivatives in the European Union, it announced on May 9. “Once we commence business activities, we will be able to offer regulated derivatives throughout the EU and EEA [European Economic Area] under MiFID II,” said Gemini’s head of Europe, Mark Jennings. According to the exec, the MiFID II license is a big milestone in Gemini’s European expansion, putting it one step closer to offering derivatives to both retail and institutional users. Advanced traders will g…
    TapSwap on Telegram: Is it legit or a scam?
    What is TapSwap on Telegram? TapSwap is a tap-to-earn Web3 application that lives inside Telegram — no separate download required. Are your crypto friends obsessed with tapping their phones all the time? Welcome to the world of TapSwap. TapSwap is a tap-to-earn game released in mid-2024 in the Telegram Mini Apps ecosystem. The game quickly catches your attention: one minute you’re just curious… the next, you’re tapping away at 2 am trying to squeeze out one more energy boost.  At its core, TapSwap is simple: You tap your screen. You earn TAPS tokens. Repeat. It’s built as a Mini App inside Telegram, which means no downloading or setting up complicated wallets just to play. Just hit “Start” and you’re in. Launched in early 2024, it quickly amasse…
    Senator Tim Scott slams partisan politics for failed stablecoin bill
    Senate Banking Committee Chairman Tim Scott blamed the Guiding and Establishing National Innovation for US Stablecoins (GENIUS) Act’s failure on partisan politics during a Senate speech on May 8. Scott said the vote, which failed to reach cloture in the Senate, was expected to mark a step toward greater affordability and innovation. Instead, he said, political divisions took precedence. “Instead, we witnessed a disappointing display of political gamesmanship that puts partisan politics above policy, and obstruction above innovation,“ Scott said. The bill had previously undergone multiple amendments to address concerns raised by Democrats, including stricter requirements for stablecoin issuers and further provisions for Anti-Money Laundering. Related: Trump tricked into pushing XRP for cr…
    Taiwan lawmaker calls for Bitcoin reserve at national conference
    Taiwanese lawmaker Ko Ju-Chun has called on the government to consider adding Bitcoin to its national reserves, suggesting it could serve as a hedge against global economic uncertainty. Ko, a legislator at-large in Taiwan’s legislative body, the Legislative Yuan, took to X on Friday to report that he had advocated Bitcoin (BTC) investment by the Taiwanese government at the National Conference on May 9. In his remarks, Ko cited Bitcoin’s potential to become a hedge amid global economic risks and urged Taiwan to recognize the cryptocurrency alongside gold and foreign exchange reserves to boost its financial resilience. Source: Ko Ju-Chun Ko’s announcement came shortly after the legislator held talks with Samson Mow, who advocates for Bitcoin adoption by states like El Salvador at his BTC t…
    Bitcoin eyes sub-$100K liquidity — Watch these BTC price levels next
    Key points: Bitcoin (BTC) is at its highest levels since January, and traders are eyeing key levels to watch for what’s next. After hitting $104,000, BTC/USD is retracing to establish support, but the fate of $100,000 is among the concerns for market participants. Current price action represents an important battleground, as measured from the $75,000 lows this year. ” Headline driven” BTC price gains draw scrutiny Just $6,000 from new all-time highs, per data from Cointelegraph Markets Pro and TradingView, BTC price action has stunned the market by jumping 10% in days. The pace of the BTC price gains has come as a surprise for many, but longer-term perspectives show where the most difficult battleground lies. “Since this current impulse was primarily headline driven again this puts ma…
    How high can Bitcoin price go?
    Key takeaways: Bitcoin was up 4.3% on May 9, after breaking $100,000  for the first time since February. BTC price gains trigger $800 million in short liquidations, the largest since 2021. A bull flag on the weekly chart suggests a $182,200 target, with analysts predicting Bitcoin’s price can go as high as $1 million in 2025. Bitcoin’s (BTC) price is up 4.3% on May 9 as a fresh liquidity cascade sent BTC price soaring above $100,000 for the first time in over 90 days. BTC/USD pair trades above $100K for the first time since Feb. 4. Source: Cointelegraph/TradingView Bitcoin wipes out liquidity in return to 6-figures BTC/USD rose as high as $104,150 during the late New York trading session on May 8, according to data from Cointelegraph Markets Pro and Bitstamp. Crypto market sentiment, a…
    Germany seizes $38M in crypto from Bybit hack-linked eXch exchange
    German law enforcement has seized 34 million euros ($38 million) in cryptocurrency from eXch, a cryptocurrency platform allegedly used to launder stolen funds during Bybit’s record-breaking $1.4 billion hack. The seizure, announced on May 9 by Germany’s Federal Criminal Police Office (BKA) and Frankfurt’s main prosecutor’s office, involved multiple crypto assets, including Bitcoin (BTC), Ether (ETH), Litecoin (LTC) and Dash (DASH). The move marks the third-largest crypto confiscation in the BKA’s history. The authorities also seized eXch’s German server infrastructure with extensive over eight terabytes of data and shut down the platform, the announcement added. eXch exchanged crypto without AML In the statement, the BKA described eXch as a “swapping” service that allowed users to exchange…
    Is Pi Network dead? What really went wrong behind the hype
    What Pi Network promised When Pi Network first hit the scene in 2019, it had a simple but compelling pitch: What if you could mine cryptocurrency straight from your phone — no expensive gear, no massive electricity bills, just a tap a day on an app? It caught fire. Millions of people jumped on board, lured by the idea of “free” mobile mining and a chance to get in early on the next big thing. The app made it easy: You signed up, invited a few friends, tapped a button every 24 hours, and watched your Pi (PI) balance slowly grow. With the social referral model fueling growth, it wasn’t long before over 70 million users had signed up worldwide. Did you know? Pi Network utilizes the Stellar Consensus Protocol (SCP), which aims for energy efficiency an…
    Solana lacks ‘convincing signs’ of besting Ethereum: Sygnum
    Solana does not yet have “convincing signs” that it could overtake Ethereum as the blockchain of choice for institutions, as its revenue is seen as unstable due to its memecoin concentration, according to crypto bank group Sygnum. In a May 8 blog post, Sygnum said that the current sentiment around Ethereum “remains poor,” with the market focused on Solana’s “transaction volumes and its recent dominance in fee generation.” However, Sygnum said “the medium-term outlook will primarily be shaped by traditional financial institutions’ platform choices to bring their product offerings,” not by sentiment. “We do not yet see convincing signs that Solana would be the preferred choice as Ethereum’s security, stability and longevity are highly prized,” it added. Sygnum argued that institutions could …
    Bitcoin accepted at fast-food chain Steak ’n Shake from May 16
    American fast food outlet Steak ‘n Shake has announced it will begin accepting Bitcoin as payment at all locations starting on May 16. The firm said on X on May 9 that it was making the cryptocurrency available to more than 100 million customers, adding that “the movement is just beginning,” before signing off as “Steaktoshi.”  The fast food chain initially hinted at accepting Bitcoin (BTC) in March when it posted “Should Steak ‘n Shake accept Bitcoin?” on social media.  The tweet drew the attention of the crypto community and Bitcoin proponents such as Jack Dorsey, who rapidly replied with a “yes.”  The firm has built momentum since then with Bitcoin-themed marketing, Tesla promotions, and visual hints on its social media feeds. “The future is bright,” said the firm in April. Source: Stak…
    Metaplanet is raising another $21M through bonds to buy more Bitcoin
    Fresh off its most recent Bitcoin purchase, Japanese investment firm Metaplanet is raising more funds through another bond issue to expand its growing crypto treasury. Through a $21.25 million issue of “0% Ordinary Bonds,” the firm said in a May 9 statement that the “funds raised will be allocated to the purchase of Bitcoin.” Zero-coupon bonds don’t offer any interest to the holder. Most of the time, they are issued at a steep discount from their normal value, and when they mature, the holder receives the full value. Following a board of directors meeting, the firm said it will issue a 14th Stock Acquisition Rights to EVO Fund, an investment management firm in the Cayman Islands, with a redemption date of Nov. 7. Source: Metaplanet At current prices, Metaplanet could buy 206 Bitcoin (BTC) …
    Ether clocks ‘insane’ 20% candle post Pectra — a turning point?
    Ether surged 20% in the past 24 hours following the launch of the Pectra upgrade, with some crypto traders suggesting the growing number of ETH long positions could mark a “turning point” for the asset that has faced uncertain sentiment throughout most of 2025. At the time of publication, Ether (ETH) is trading at $2,230, up 19.6% over the past 24 hours, according to CoinMarketCap data. Pseudonymous crypto trader Daan Crypto Trades said it was a “pretty insane candle.” Over the same 24 hours, Ether Open Interest (OI) spiked 21%.  Ether price pump caught traders offside The surge followed the long-awaited Pectra Upgrade, which went live on May 7, introducing new wallet features, increased staking limits and scalability improvements to Ethereum. Popular crypto trader Alex Kruger said on May…
    AI decentralized apps are coming for the Web3 throne: DappRadar
    AI decentralized apps (DApps) have seen a spike in user activity and could soon challenge gaming and DeFi for the top spot in the DApp ecosystem, according to blockchain analytics platform DappRadar. Gaming and DeFi are both sitting on 21% dominance in April, judged by percentage of unique active wallets, while AI has climbed to 16%, up from the 11% recorded in the February report, data in DappRadar’s April industry report shows. “As user interest in artificial intelligence tools grows across industries, AI-powered DApps are steadily carving out their place in the decentralized ecosystem,” DappRadar analyst Sara Gherghelas said.  “If this trend continues, AI could soon challenge the traditional dominance of DeFi and Gaming, signaling a new era in the DApp landscape.” AI DApps have seen a j…
    Apple makes progress toward its first pair of smart glasses: Report
    Apple is reportedly working on its own microchips across multiple product categories, including smart glasses and artificial intelligence — a hint at what’s next for the massive Silicon Valley-based tech giant. A May 8 report from Bloomberg, citing people familiar with the matter, said the company is working on new processors to power its future devices, including its first smart glasses to rival Meta’s Ray-Bans, more powerful Macs, and artificial intelligence servers. The smart glasses — a first for Apple — would rely on a specialized chip codenamed N401. The processor is based on Apple Watch chips but is further optimized for power efficiency and designed to control multiple cameras planned for the glasses, the sources said.  Apple’s smart glasses will initially be non-augmented reality…
    Zerebro dev is reportedly alive and at parents’ house: SF Standard
    The 22-year-old developer of Zerebro, who apparently committed suicide during a livestream on May 4, is actually alive, according to a San Francisco news outlet that claims they spoke to Yu outside his family home.  The San Francisco Standard reporter George Kelly claimed on May 8 that he briefly spoke with Yu outside of his family’s two-story home, where the crypto influencer refused to discuss the suicide allegations and whether he had financially benefited from it.  Instead, Yu reportedly said: “You can see the PTSD in my eyes, right?” before asking the reporter to leave. He was reportedly wearing a T-shirt, shorts, flip-flops and wire-rimmed glasses, possibly similar to the ones he had on while appearing to shoot himself to death during the livestream. Jeffy Yu speaking about the futur…
    US man who sent crypto to ISIS could serve prison till he’s 65
    A man from the US state of Virginia will spend over three decades behind bars after being convicted of sending crypto to the terrorist organization commonly known as the Islamic State of Iraq and Syria. Federal Judge David Novak sentenced Mohammed Azharuddin Chhipa to 30 years and four months in prison on May 7 for sending over $185,000 to the Islamic State, the Department of Justice said on May 8. Prosecutors said that from around October 2019 until October 2022, the 35-year-old Chhipa collected and sent money to female Islamic State members in Syria, which helped them escape prison camps and funded fighting. The Justice Department said Chhipa would raise funds for the United Nations-designated terror organization through social media — receiving money online, or traveling hundreds of mil…
    Rumble CEO confirms Tether-collab crypto wallet to launch in Q3
    Rumble’s pro-crypto founder and CEO has confirmed that the firm will launch its Bitcoin and stablecoin wallet in the third quarter of this year, aimed at giving the Coinbase Wallet a run for its money.  The Rumble Wallet will be launched in partnership with stablecoin issuer Tether and compete directly with Coinbase, Chris Pavlovski said in a May 9 X post. “Our goal is to become the most prominent non-custodial Bitcoin and stablecoin wallet, powering the creator economy,” he added.  He continued to state that the Rumble Wallet will be the “vehicle to help monetize creators better than most advertisers, especially in international markets,” though he did not provide further details other than it may support Tether Gold (XAUT) as well.  Rumble Wallet. Source: Chris Pavlovski The video stream…
    Bitcoin at $103K hurtles MARA stack toward $5B, holdings triple
    Bitcoin mining firm MARA Holdings (MARA) nearly tripled its Bitcoin holdings over 12 months, according to its newly released Q1 results. However, its Bitcoin production fell, and total earnings slightly missed Wall Street estimates in Q1. MARA, formerly Marathon Digital, saw its Bitcoin (BTC) holdings increase to 47,531 BTC, up 175% from the 17,320 BTC the firm was holding at the end of Q1 2024. MARA holdings inch closer to $5B after Bitcoin pump MARA holds the second-largest amount of Bitcoin among all publicly traded companies, according to CoinGecko data. Strategy (MSTR) holds the number one spot with 555,450 Bitcoin. The holdings represent a total value of approximately $4.9 billion, based on Bitcoin’s current price of $102,660 at the time of publication, according to CoinMarketCap dat…
    SEC’s Crenshaw slams Ripple settlement, warns of ‘regulatory vacuum’
    A crypto-skeptical commissioner at the US Securities and Exchange Commission has blasted her agency over its settlement letter that could finally end the Ripple legal saga. The SEC and Ripple filed a joint settlement letter in a New York court asking for the August 2024 injunction against Ripple to be dissolved and $75 million of the $125 million in civil penalties held in escrow to be returned to the crypto firm, according to a May 8 statement from the SEC. SEC Commissioner Caroline Crenshaw blasted the pending deal in a May 8 statement, saying it would damage the regulators’ ability to keep crypto firms in line and undermine the court’s ruling. Source: James Filan “This settlement, alongside the programmatic disassembly of the SEC’s crypto enforcement program, does a tremendous disservi…
    Coinbase revenue falls 10% in Q1, missing industry estimate
    Crypto exchange Coinbase’s total revenue fell 10% quarter-over-quarter to $2 billion in Q1, missing industry estimates by 4.1% as trading activity slowed across the market. Coinbase’s net income was sliced by 95% from a near-company record $1.29 billion in Q4 to $66 million, in a large part due to Coinbase marking a $596 million paper loss on its crypto holdings. The firm’s earnings per share of $1.94, however, managed to beat the Zacks Consensus Estimate of $1.85 for the quarter. Coinbase’s May 8 results also showed that transaction revenue fell 18.9% quarter-on-quarter to $1.26 billion, as did trading volumes, which dipped 10.5% to $393 billion as crypto market cap dropped by double digits over the quarter, partly attributed to the Trump administration’s tariffs.  In contrast, US Presi…
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    How to Make IT Operations More Efficient with AIOps: Build Smarter, Faster Systems
    In the rapidly evolving IT landscape, development teams have to operate at their best and manage complex systems while minimizing downtime. And having to do many routine tasks manually can really slow down operations and reduce efficiency. These days...  ( 11 min )
    What is Technical Debt and How Do You Manage it?
    You’ve probably heard someone say, “We’ll fix it later.” Maybe you’ve said it yourself. In the rush to launch a feature, meet a deadline, or impress a client, you take a shortcut. The code works – for now. The design passes – for now. But over time, ...  ( 7 min )
    Ditching a Microsoft Job to Enter Startup Hell with Lonewolf Engineer Sam Crombie [Podcast #171]
    On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Sam Crombie. He's a software engineer and prolific open source contributor to freeCodeCamp. He abandon his job at Microsoft, got into Y Combinator, and is currently ...  ( 4 min )
    Life in Startup Pivot Hell with Ex-Microsoft Lonewolf Engineer Sam Crombie [Podcast #171]
    On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Sam Crombie. He's a software engineer and prolific open source contributor to freeCodeCamp. He abandon his job at Microsoft, got into Y Combinator, and is currently ...  ( 4 min )
  • Open

    What your tools miss at 2:13 AM: How gen AI attack chains exploit telemetry lag – Part 1
    Explore a strategic 2025 roadmap for cybersecurity leaders to tackle gen AI, insider risks, and team burnout with actionable guidance.  ( 8 min )
    OpenAI’s $3B Windsurf move: the real reason behind its enterprise AI agent code push
    OpenAI’s $3B Windsurf buy puts it on defense as Google & Anthropic surge in AI-powered coding—discover the stakes for agentic development and enterprise teams.  ( 10 min )
    Zencoder launches Zen Agents, ushering in a new era of team-based AI for software development
    Zencoder launches Zen Agents, the first AI platform enabling teams to create, share, and leverage custom development assistants organization-wide, plus an open-source marketplace for enterprise-grade AI tools.  ( 8 min )
    OpenAI, Microsoft tell Senate ‘no one country can win AI’
    Executives like OpenAI's Sam Altman said US support for infrastructure would make it easier for AI companies to meet demand.  ( 8 min )
    You can now fine-tune your enterprise’s own version of OpenAI’s o4-mini reasoning model with reinforcement learning
    For organizations with clearly defined problems and verifiable answers, RFT offers a compelling way to align models.  ( 8 min )
  • Open

    As Meta Said to Mull Tokens, Senator Warren Calls for Blocking Big Tech Stablecoins
    While the top Democrat on the Senate Banking Committee argues for stablecoin limits, she and colleagues also questioned Binance's talks with Treasury.  ( 28 min )
    Bitcoin Miner MARA Stock Surges Despite Earnings Miss as Analysts Applaud Cost Cutting
    Both Jefferies and H.C. Wainwright analysts said MARA's focus on lowering power cost, that differentiates the miner from its peers.  ( 27 min )
    Trump Family Profited $320M on Memecoin Despite 87% Decline Since Day One
    Data from Chainalysis show the creators of the TRUMP token made $320 million in fees while retail investors lost money.  ( 29 min )
    CoinDesk Weekly Recap: Even ETH Is Up
    Coinbase; Pectra; stablecoins; bitcoin lending returns.  ( 24 min )
    Samourai Wallet Prosecutors Say Delayed FinCEN Disclosure Wasn’t a Brady Violation
    At most, the late disclosure impacts one of the two charges against Samourai Wallet’s co-founders, prosecutors said in their Friday letter to the judge.  ( 27 min )
    Coinbase Divides Wall Street Analysts After Earnings Miss, Deribit Takeover
    The crypto exchange's broadening product suite and dominant U.S. market position set it up well for the long term, many analysts said.  ( 27 min )
    Gemini Secures MiFID II License From Malta to Offer Derivatives in EEA
    The license awarded by the Malta Financial Services Authority (MFSA) will enable the company to offer perpetual futures and other derivatives across Europe.  ( 25 min )
    Bettors Lose Millions Predicting the New Pope as Polymarket Edge Fizzles Out
    The event throws into question the perceived heightened accuracy of betting markets like Poymarket over conventional polls.  ( 27 min )
    CoinDesk 20 Performance Update: Uniswap (UNI) Surges 13.5% as Index Trades Higher
    NEAR Protocol (NEAR) joined Uniswap (UNI) as a top performer, gaining 11.7%.  ( 21 min )
    Market Maker Flowdesk Expands Capital Market Offerings With New Institutional Credit Desk
    Institutions trading crypto need more than fast execution, they need tools to unlock capital and build precise strategies says Flowdesk’s U.S. CEO.  ( 24 min )
    DOGE, XRP, ETH, SOL Follow Bitcoin Through the Cloud as Altcoin Momentum Builds
    Top altcoins are mimicking BTC's late April bullish breakout that set the stage for a rally to $100,000.  ( 25 min )
    Crypto Daybook Americas: PEPE Signals Altcoin Frenzy as Rampant Ether Outpaces Bitcoin
    Your day-ahead look for May 9, 2025  ( 37 min )
    Germany Seizes $38M From Crypto Platform Suspected of Laundering Bybit, Genesis Hack Proceeds
    EXch served as a hub for over $1.9 billion in illicit crypto transfers, authorities said, with funds tied to both high-profile hacks and phishing operations.  ( 26 min )
    Bitcoin Sees Surge in Institutional Confidence, Deribit-Listed BTC Options Market Reveals
    Panning out over just the last week shows a much bigger sign of institutional positioning on BTC, Deribit said.  ( 25 min )
    Metaplanet Plans a Further $21M Bond Sale to Buy More BTC
    Metaplanet has the largest BTC stash among publicly-traded companies outside North America  ( 23 min )
    Florida Pharma Firm Will Use XRP for Real-Time Payments in $50M Financing Deal
    “We believe that there are certain advantages to integrating XRP and its related infrastructure into its healthcare ecosystem,” the firm said in the release.  ( 25 min )
    Bitcoin's Price Surge to $104K Liquidates Nearly $400M in Bearish BTC Bets, Opening Doors to Further Gains
    The rally followed a U.K. trade deal announcement and record ETF inflows exceeding $40 billion.  ( 24 min )
    Explosive ETH, ADA, DOGE Moves Spur $800M in Short Liquidations, Highest Since 2023
    Bears are nursing their highest losses over two years as majors surged as much as 20%.  ( 26 min )
    ETH Surges 20%, Biggest Gain Since 2021 as Pectra Upgrade Helps Restore 'Confidence'
    ETH outperforms CoinDesk 20 Index, as bulls comes back while BTC surges above $100k.  ( 25 min )
  • Open

    How cloud and AI transform and improve customer experiences
    As AI technologies become increasingly mainstream, there’s mounting competitive pressure to transform traditional infrastructures and technology stacks. Traditional brick-and-mortar companies are finding cloud and data to be the foundational keys to unlocking their paths to digital transformation, and to competing in modern, AI-forward industry landscapes.  In this exclusive webcast, experts discuss the building blocks for…  ( 18 min )
    The Download: AI headphone translation, and the link between microbes and our behavior
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. A new AI translation system for headphones clones multiple voices simultaneously What’s new: Imagine going for dinner with a group of friends who switch in and out of different languages you don’t speak,…  ( 21 min )
    Your gut microbes might encourage criminal behavior
    A few years ago, a Belgian man in his 30s drove into a lamppost. Twice. Local authorities found that his blood alcohol level was four times the legal limit. Over the space of a few years, the man was apprehended for drunk driving three times. And on all three occasions, he insisted he hadn’t been…  ( 21 min )
    A new AI translation system for headphones clones multiple voices simultaneously
    Imagine going for dinner with a group of friends who switch in and out of different languages you don’t speak, but still being able to understand what they’re saying. This scenario is the inspiration for a new AI headphone system that translates the speech of multiple speakers simultaneously, in real time. The system, called Spatial…  ( 21 min )
  • Open

    Chery Teases Omoda C7 Crossover In Malaysia
    Chinese automaker Chery has unveiled its upcoming crossover SUV, the C7, at MAS 2025 yesterday. It will also be one of the first vehicles to be marketed under a major rebrand, Omoda | Jaecoo, which merges two of its sub-brands together. However, there was not much information that was given about the C7 during the […] The post Chery Teases Omoda C7 Crossover In Malaysia appeared first on Lowyat.NET.  ( 16 min )
    Move To iOS App Upgrade Allows Faster Cabled Data Transfers
    Move to iOS, an Apple-made app for Android phones, has received an update, as noted by MacRumors. New features have been added to make the process of switching from an Android phone to an iPhone easier, one of them being faster cabled data transfers between the two phones. You can either use a USB-C cable […] The post Move To iOS App Upgrade Allows Faster Cabled Data Transfers appeared first on Lowyat.NET.  ( 15 min )
    iCAUR 03 To Locally Launch In Q3 At A Starting Price Of RM145,000
    Chery’s sub-brand, the iCAUR (iCAR in China), has made its official debut at the Malaysian Autoshow 2025. The automaker previewed three fully electric SUVs – the iCAUR 03, iCAUR 03T and iCAUR V23, with the 03 leading the charge as the first model slated to go on sale within Q3 2025. The iCAUR 03 features […] The post iCAUR 03 To Locally Launch In Q3 At A Starting Price Of RM145,000 appeared first on Lowyat.NET.  ( 17 min )
    Google Rolls To Use AI To Fight Scams On Chrome
    Google has announced that it will be using AI to both identify and also protect you from “the latest scams” while you are using its Chrome browser. The internet search giant says that the desktop version of said browser will be getting Gemini Nano which works on-device, with the goal of making this also available […] The post Google Rolls To Use AI To Fight Scams On Chrome appeared first on Lowyat.NET.  ( 16 min )
    Lenovo Announces 18-Inch Legion 9i Gaming Laptop With Enthusiast-Level Hardware
    Lenovo officially announced a new Legion 9i (18″, 10) gaming laptop. The machine was launched at Tech World Shanghai 2025 event and boasts some flagship hardware. The new Legion 9i comes with an 18-inch 16:10 LCD display with two resolution options: 4K 240Hz with 3ms GTG response time, and another with Lenovo’s own version of […] The post Lenovo Announces 18-Inch Legion 9i Gaming Laptop With Enthusiast-Level Hardware appeared first on Lowyat.NET.  ( 16 min )
    Malaysia’s Halal Certification Now Fully Digital
    As of Monday, 5 May, all applications for the Malaysian Halal Certification are being processed electronically. This shift to a digital process is part of efforts by the government to meet a growing industry demand. According to Department of Islamic Development Malaysia (JAKIM) director general Datuk Dr Sirajuddin Suhaimee, successful applications will receive digital certificates […] The post Malaysia’s Halal Certification Now Fully Digital appeared first on Lowyat.NET.  ( 15 min )
    APAD Orders inDrive, Maxim To Cease Operations Starting 24 July 2025
    The Land Public Transport Agency (APAD) has issued cease-and-desist letters to two e-hailing platforms, inDrive and Maxim, for allegedly operating without proper authorisation in Malaysia. This was revealed by Transport Minister Anthony Loke during the reopening of the track for cargo service operations for the Kempas Baru-Pasir Gudang route today. “Effective 24 July, inDrive and […] The post APAD Orders inDrive, Maxim To Cease Operations Starting 24 July 2025 appeared first on Lowyat.NET.  ( 16 min )
    vivo X Fold5 Global Specs Leak; May Pack 6,000 mAh Battery
    vivo released its X Fold3 series last year, and is now reported to be launching the X Fold5. While the Pro version of last year’s series received a limited global release, the base model was only launched in China. However, only foldable from the brand will reportedly be released in the Chinese market. As per […] The post vivo X Fold5 Global Specs Leak; May Pack 6,000 mAh Battery appeared first on Lowyat.NET.  ( 16 min )
    New Sony WH-1000XM6 Renders Confirm Foldable Design
    It looks like the Sony WH-1000XM6 headphones have been outed in all their glory. Product renders of the headphones were obtained by The Walkman Blog, and shows the products in three colour schemes and more importantly, sporting a foldable design. It’s safe to say that the leaked renders fully confirm that Sony is reverting to […] The post New Sony WH-1000XM6 Renders Confirm Foldable Design appeared first on Lowyat.NET.  ( 17 min )
    Grab Reportedly Aiming To Finalise GoTo Acquisition Deal By Q2 2025
    Grab is aiming to finalise the acquisition of its Indonesian competitor GoTo in the second quarter of this year, according to a Reuters report. The proposed deal, which could be worth around US$7 billion (~RM30.2 billion), would mark a significant consolidation in Southeast Asia’s tech and mobility landscape. Reuters adds that Grab has hired advisors […] The post Grab Reportedly Aiming To Finalise GoTo Acquisition Deal By Q2 2025 appeared first on Lowyat.NET.  ( 15 min )
    Smart #5 Debuts In Malaysia Alongside Smart #1 Brabus Edition
    Smart, a well-known name in Malaysia’s electric vehicle industry, previewed its Smart #5 and Smart #1 Brabus edition yesterday at the Malaysia Auto Show (MAS 2025). The #5 is offered as a mid-size electric SUV and the Brabus #1 is only limited to 20 units in Malaysia. Now, let us see what these models have […] The post Smart #5 Debuts In Malaysia Alongside Smart #1 Brabus Edition appeared first on Lowyat.NET.  ( 17 min )
    Pipe Leakages Can Be Reported Via Air Selangor 2.0 App
    Pengurusan Air Selangor Sdn Bhd (Air Selangor) has launched its upgraded Air Selangor 2.0 app, which will enable users to report pipe leakages. This was announced by the company’s chief executive officer, Adam Saffian Ghazali, who states that the new app feature can be used by the 9.62 million water consumers across Selangor, Kuala Lumpur, […] The post Pipe Leakages Can Be Reported Via Air Selangor 2.0 App appeared first on Lowyat.NET.  ( 16 min )
    Razer Launches Portable Joro Keyboard, Basilisk Mobile Mouse
    Razer has announced new peripherals which it says will be “revolutionise mobile gaming”, but the things being launched are a keyboard and a mouse. Or more specifically, the Joro and the Basilisk Mobile respectively, so maybe the company meant portable rather than mobile. Starting with the new entry, the brand claims that the Razer Joro […] The post Razer Launches Portable Joro Keyboard, Basilisk Mobile Mouse appeared first on Lowyat.NET.  ( 17 min )
    Unifi TV x Max: Unlock the Full “The Last of Us” Season 2 Experience
    Get ready, “The Last of Us” fans! Season 2 is finally here, and with it comes a whole new chapter of emotional storytelling, heart-stopping action, and the unforgettable world of Joel and Ellie. Whether you’ve been with them since the beginning or are just jumping into the story, now is the perfect time to immerse […] The post Unifi TV x Max: Unlock the Full “The Last of Us” Season 2 Experience appeared first on Lowyat.NET.  ( 19 min )
    Touch n Go Warns Of Scammers Impersonating Company Agents
    Touch n Go is reminding its customers to be wary of scammers pretending to be representatives of the company. In a recent notice issued via Touch n Go’s Facebook page, it stressed that no agent or individual has ever been appointed to collect personal information or identification documents from customers. Additionally, the company emphasised that […] The post Touch n Go Warns Of Scammers Impersonating Company Agents appeared first on Lowyat.NET.  ( 15 min )
    Dieshot Of Nintendo Switch 2 T239 Chipset Appears; Based On NVIDIA Ampere Design
    When the Nintendo Switch 2 was announced, many of us knew that NVIDIA had a hand in its creation but the gaming brand was elusive about the specifics of the hardware running it. Now, thanks to a well-known chip analyst, they’ve posted a dieshot of the chipset in question, labelled as a T239. Now, the […] The post Dieshot Of Nintendo Switch 2 T239 Chipset Appears; Based On NVIDIA Ampere Design appeared first on Lowyat.NET.  ( 17 min )
    PlayStation Unveils Death Stranding 2 Limited Edition DualSense
    Death Stranding 2: On the Beach got its release date announced, with the game coming on on 26 June. Being a PS5 exclusive, at least initially, PlayStation has taken the opportunity to announce a limited edition DualSense controller to go with it. Though the limited edition nature of it also means a higher than usual […] The post PlayStation Unveils Death Stranding 2 Limited Edition DualSense appeared first on Lowyat.NET.  ( 16 min )
    Chery Previews The Tiggo Cross Hybrid At MAS 2025
    Alongside the Tiggo 7 and Tiggo 8, Chery also previewed the Tiggo Cross Hybrid at the Malaysian Auto Show (MAS 2025) yesterday. According to the automaker, the new model is most compact SUV in the company’s product line. In terms of design, it takes inspiration from the petrol variants, notably with the grille with black […] The post Chery Previews The Tiggo Cross Hybrid At MAS 2025 appeared first on Lowyat.NET.  ( 16 min )
    Government To Form Digital Asset And AI Advisory Council
    The government has agreed on setting up a Digital Asset and AI Advisory Council, with the aim of positioning Malaysia at the forefront of the digital economy world. During yesterday’s PMO briefing, the Prime Minister’s senior press secretary Tunku Nashrul Abaidah said that the council will be made up of experts from inside and outside […] The post Government To Form Digital Asset And AI Advisory Council appeared first on Lowyat.NET.  ( 16 min )
    GWM Tank 500 HEV Officially Debuts In Malaysia; Priced At RM328,800
    The Great Wall Motor (GWM) Tank 500 HEV has officially made its local debut at the Malaysia Autoshow 2025 yesterday, following a preview at the Kuala Lumpur International Mobility Show (KLIMS) late last year. Marking its arrival as a new entrant in the premium hybrid SUV segment, the seven-seater 4×4 is now offered locally in […] The post GWM Tank 500 HEV Officially Debuts In Malaysia; Priced At RM328,800 appeared first on Lowyat.NET.  ( 18 min )
    Chery Now Offers Tiggo 7 And Tiggo 8 Models As Hybrids
    While many automakers continue to chase fully electric ambitions, Chery is charting its own path with a focus on hybrids. At the Malaysia Autoshow (MAS) 2025, the Chinese automaker showcased plug-in hybrids (PHEV) versions of its Tiggo 8 and Tiggo 7 SUVs. Both vehicles are equipped with the Chinese automaker’s new Super Hybrid Platform (CSH), […] The post Chery Now Offers Tiggo 7 And Tiggo 8 Models As Hybrids appeared first on Lowyat.NET.  ( 18 min )

  • Open

    How The Ottawa Hospital uses AI ambient voice capture to reduce physician burnout by 70%, achieve 97% patient satisfaction
    TOH is using Microsoft’s DAX Copilot to capture physician-patient conversations and generate draft clinical notes in real time.  ( 8 min )
    5 strategies that separate AI leaders from the 92% still stuck in pilot mode
    Accenture's new research reveals the critical strategies that separate the companies successfully scaling AI from the 92% stuck in perpetual pilot mode, providing enterprise leaders with actionable insights to accelerate their AI transformation journey.  ( 8 min )
    The walled garden cracks: Nadella bets Microsoft’s Copilots—and Azure’s next act—on A2A/MCP interoperability
    Microsoft CEO Satya Nadella’s endorsement of Google DeepMind‘s A2A open protocol and Anthropic's MCP is huge sign the industry is moving to an open garden.  ( 8 min )
    Alibaba’s ‘ZeroSearch’ lets AI learn to google itself — slashing training costs by 88 percent
    Alibaba’s ZeroSearch trains large language models to beat Google Search and slash API costs by 88%, redefining how AI learns to retrieve information.  ( 7 min )
    Mem0’s scalable memory promises more reliable AI agents that remembers context across lengthy conversations
    Mem0's architecture is designed to LLM memory and enhance consistency for more reliable agent performance in long conversations.  ( 9 min )
    OpenAI names Instacart leader Fidji Simo as new CEO of Applications
    Simo’s appointment may also hint at a broader productization push within OpenAI. Her background at Facebook and Instacart underscores...  ( 9 min )
    Imagination unveils E-Series GPUs for graphics and AI at the edge
    Imagination Technologies is unveiling its E-Series graphics processing units (GPUs) for graphics and AI processing at the edge.  ( 7 min )
    Nvidia welcomes Trump’s proposal to rescind global chip restrictions
    Donald Trump's administration is expected to rescind Joe Biden's curbs on AI chip sales as part of a broader effort to revise semiconductor restrictions, Bloomberg reported.  ( 4 min )
  • Open

    Gender characteristics of service robots can influence customer decisions
    Comments  ( 8 min )
    Newsreels from the UCLA Film and Television Archive
    Comments  ( 1 min )
    Show HN: Req Update Check
    Comments  ( 9 min )
    Podfox: First Container-Aware Browser
    Comments  ( 8 min )
    Adaptive Hashing
    Comments  ( 2 min )
    Fui: C library for interacting with the framebuffer in a TTY context
    Comments  ( 6 min )
    Prepare your apps for Google Play's 16 KB page size compatibility requirement
    Comments  ( 28 min )
    Bento gets a makeover
    Comments  ( 2 min )
    A flat pricing subscription for Claude Code
    Comments  ( 7 min )
    Writing an LLM from scratch, part 13 – attention heads are dumb
    Comments  ( 10 min )
    How the US Built 5k Ships in WWII
    Comments  ( 61 min )
    Making PyPI's test suite 81% faster – The Trail of Bits Blog
    Comments  ( 7 min )
    Show HN: Translate between dialects and share SQL queries on the browser
    Comments
    Implementing State Machines in PostgreSQL (2017)
    Comments  ( 5 min )
    Why do LLMs have emergent properties?
    Comments  ( 9 min )
    A brief history of the numeric keypad
    Comments  ( 60 min )
    Stability by Design
    Comments  ( 8 min )
    Show HN: Extension for full-text browser history search
    Comments
    How to start a school with your friends
    Comments
    Fighting Unwanted Notifications with Machine Learning in Chrome
    Comments  ( 19 min )
    The Screamer – a yell-on yell-off light
    Comments  ( 5 min )
    The Rise and Fall of the Visual Telegraph (2017)
    Comments  ( 18 min )
    Sole maintainer of Linux distro AnduinOS turns out to be a Microsoft employee
    Comments  ( 11 min )
    From: Steve Jobs. "Great idea, thank you."
    Comments  ( 4 min )
    Block Diffusion: Interpolating Autoregressive and Diffusion Language Models
    Comments  ( 7 min )
    Quantum Visions, an exhibition combining quantum physics and contemporary art
    Comments  ( 2 min )
    Static as a Server
    Comments  ( 5 min )
    Brokk: AI for Large Codebases
    Comments
    How much information is in DNA?
    Comments
    Chicago native Cardinal Prevost elected pope, takes name Leo XIV
    Comments  ( 15 min )
    In-Memory Ferroelectric Differentiator
    Comments  ( 36 min )
    Reservoir Sampling
    Comments  ( 10 min )
    Ciro (YC S22) is hiring a software engineer to build AI agents for sales
    Comments  ( 2 min )
    Show HN: Using eBPF to see through encryption without a proxy
    Comments  ( 12 min )
    More people are getting their tattoos removed
    Comments  ( 122 min )
    Void: Open-source Cursor alternative
    Comments  ( 5 min )
    Notes on rolling out Cursor and Claude Code
    Comments
    Habemus Papam - new pope elected on second day of the conclave
    Comments  ( 238 min )
    Hypermode Model Router Preview – OpenRouter Alternative
    Comments  ( 16 min )
    High tariffs become 'real' with our first $36K bill
    Comments
    Optimizing My Hacker News Experience
    Comments
    Show HN: Checking Pope's election results with smoke test script for chimney
    Comments  ( 2 min )
    Google Measures and Manages Tech Debt
    Comments  ( 30 min )
    Progress toward fusion energy gain as measured against the Lawson criteria
    Comments
    Arduino is at work to make bio-based PCBs
    Comments  ( 11 min )
    When Suno covers my song (very useful) – a study with variations
    Comments  ( 6 min )
    QueryLeaf: SQL for Mongo
    Comments  ( 23 min )
    Huawei unveils laptop running self-developed HarmonyOS as Windows licence expire
    Comments  ( 51 min )
    Show HN: Test your typing speed and accuracy with movie scripts
    Comments
    20 years to give away virtually all my wealth
    Comments
    Trump's NIH Axed Research Grants Even After a Judge Blocked the Cuts
    Comments  ( 17 min )
    Adventures in Imbalanced Learning and Class Weight
    Comments  ( 8 min )
    Google to Back Three New Advanced Nuclear Projects
    Comments  ( 19 min )
    Why the rich paid less tax in the 1970s – despite 98% tax rates
    Comments  ( 33 min )
    QueryHub
    Comments  ( 4 min )
    Globalization did not hollow out the American middle class
    Comments  ( 24 min )
    Microservices Are a Tax Your Startup Probably Can't Afford
    Comments  ( 12 min )
    Dart added support for cross-compilation
    Comments  ( 6 min )
    Ask HN: What are good high information density UIs (screenshots, apps, sites)
    Comments  ( 4 min )
    Yes, the Apple II MouseCard IRQ Is Synced to the VBL
    Comments  ( 7 min )
    The Price of Remission
    Comments  ( 34 min )
    My stackoverflow question was closed so here's a blog post about CoreWCF
    Comments  ( 4 min )
    Will protein design tools solve the snake antivenom shortage?
    Comments  ( 40 min )
    What Money Can't Buy: The Moral Limits of Markets
    Comments  ( 11 min )
    Artifact (YC W25) Is Hiring
    Comments  ( 2 min )
    Prolog's Eternal September (2017)
    Comments  ( 2 min )
    Monitoring my Minecraft server with OpenTelemetry and Prometheus
    Comments  ( 21 min )
    Xenon is an open source universal game cheating framework C++
    Comments  ( 18 min )
    SDFs and the Fast sweeping algorithm in Jax
    Comments  ( 11 min )
    How Dare You Transmit at 1.4 GHz!
    Comments
    Ink and Algorithms: Techniques, tools and the craft of pen plotting
    Comments  ( 8 min )
    Egyptologist uncovers hidden messages on Paris’s iconic obelisk
    Comments
    Secret Messages Detected on Egyptian Obelisk in Paris
    Comments  ( 6 min )
    An Introduction to Solid Queue for Ruby on Rails
    Comments  ( 22 min )
    Thunder Compute (YC S24) Is Hiring a C++ Low-Latency Systems Developer
    Comments  ( 3 min )
    Mycoria is an open and secure overlay network that connects all participants
    Comments  ( 1 min )
    Why Intel Deprecated SGX?
    Comments  ( 315 min )
    We have reached the "severed fingers and abductions" stage of crypto revolution
    Comments  ( 7 min )
    Gmail will soon stop support for the 3DES encryption cipher for incoming SMTP
    Comments  ( 15 min )
    Ask HN: How much better are AI IDEs vs. copy pasting into chat apps?
    Comments  ( 4 min )
    I can't understand Apple's Critical Alert policy
    Comments  ( 2 min )
    Radiation-tolerant ML framework for space
    Comments  ( 46 min )
    Absolute Zero Reasoner
    Comments  ( 37 min )
    Lianas are taking over the rainforests, and it's visible from space
    Comments  ( 8 min )
    Examining problematic speech and behavior in World of Warcraft (2022)
    Comments  ( 47 min )
  • Open

    Changing Log Level at Runtime
    Ever wanted to change your log level in real-time? From your browser? Check this short video: Real-Time Log Levels Kiponos.io demonstrate changing Log Levels at runtime directly from the your web dashboard. Anything you change online - Instantly affects your runtime. Join the real-time revolution - signup and get your own! Kiponos.io  ( 3 min )
    Генератор супепаролей
    Check out this Pen I made!  ( 2 min )
    How to Rotate and Float Images in HTML for Mobile
    When designing your website, you may encounter a situation where you need to display an image in a specific orientation, especially on mobile devices. This article addresses a common challenge: rotating a horizontal image 90 degrees to make it vertical and then ensuring it floats correctly within your text. We will explore the CSS techniques required for this task and demonstrate how to effectively implement it. Understanding Image Rotation and Floating in CSS It’s quite straightforward to rotate an image using CSS. By applying the transform: rotate(90deg); property to your image, you can change its orientation. However, when you apply rotation, you may notice that floating the image using float: right; doesn’t behave as expected on mobile devices. This can lead to further complications, e…  ( 4 min )
    Your Agile team might be losing productivity without you realizing it!
    🚨 𝗪𝗔𝗥𝗡𝗜𝗡𝗚: Your Agile team might be losing productivity without you realizing it! The big problem? CONTEXT SWITCHING. Here's what studies say about context switching: According to the American Psychological Association, switching tasks can cost up to 40% of your productive time. A study by Gloria Mark, a professor at the University of California, Irvine, found that it takes an average of 23 minutes and 15 seconds to regain focus after an interruption. According to psychologist Gerald Weinberg, each extra task you switch between eats up 20–80% of your productivity: For agile teams, this means: So, how can you fix this? Set up 'no interruption' time blocks in your team's schedule. Prioritize tasks ruthlessly. Try the Pomodoro Technique. Get better at async communication. What have you tried to reduce context switching?  ( 3 min )
    Voices at the Threshold
    In the quiet corners of recording studios, a technological storm is brewing. Artificial intelligence, capable of replicating the unique timbres and resonant qualities of human speech, promises innovation—but brings with it profound ethical challenges. Where voice actors once saw stable creative livelihoods, they now confront serious questions about consent, identity, ownership, and even the meaning of artistic integrity itself. Together, let’s step carefully into this nuanced landscape—where the human voice and machine capability meet, mix, and inevitably conflict. For voice performers, their instrument isn’t merely technical or professional. It's deeply personal: a distinctive signature inseparable from their identity. Unlike written words or musical notes, a voice embodies a person's emo…  ( 6 min )
    Exploring SuperRare’s Integration with Arbitrum: Bridging Digital Art and Next-Generation Blockchain Solutions
    Abstract SuperRare’s recent integration with Arbitrum is transforming the digital art landscape by combining quality curation with an advanced, scalable blockchain solution. This post dives into the evolution of NFT marketplaces, details the integration processes between SuperRare’s curated platform and Arbitrum’s Layer 2 scalability, and examines real-world applications, technical challenges, and future trends. With easy-to-read explanations, tables, bullet lists, and authoritative links such as What is Blockchain? and What is Arbitrum?, this guide is a must-read for developers, digital art collectors, and investors looking to stay ahead in this rapidly evolving ecosystem. The digital art revolution has brought blockchain technology to the forefront of creativity and investment. Among t…  ( 9 min )
    How to Sync Git Repository Dependencies Using uv in Python?
    Introduction In modern Python development, managing dependencies efficiently is crucial. If you're using the uv tool for dependency management, you might encounter a situation where you want to keep your Git-based dependencies up to date whenever changes are made in the repository. This article will help you figure out how to configure uv to automatically perform a git pull for your dependencies, ensuring your virtual environment reflects the latest code. Understanding the Issue The problem arises when you add a Git repository as a dependency in your project using the uv add command. After making commits in the Git repository of the dependency, you might expect that running uv sync will pull the changes and update the files in your current virtual environment (usually located in .venv). Ho…  ( 5 min )
    Mastering HTML, CSS & JavaScript: A Web Developer’s Roadmap
    If you're setting out to become a web developer, learning HTML, CSS, and JavaScript is non-negotiable. These three languages form the foundation of everything you see and interact with on the web. But with so many tutorials, tools, and frameworks available, where do you even begin? This guide breaks it down for you. It’s not just a checklist—it’s a human roadmap you can follow to build real confidence and skills in web development. Start with the Web Basics Before you dive into any code, take a moment to understand how the web works. Learn about browsers, servers, URLs, and the HTTP protocol. These concepts give you context and help you grasp why you're coding something a certain way. Learn HTML: The Structure HTML (HyperText Markup Language) is the skeleton of every webpage. You’ll ne…  ( 5 min )
    Building a Mobile App for Cleaning Services: How Tech is Transforming Housekeeping
    In today's fast-paced and tech-savvy world, the demand for cleanliness is not just about hygiene—it's about convenience, efficiency, and trust. This is where mobile technology plays a crucial role. Whether it's for homeowners looking to tidy up their living space or businesses maintaining office cleanliness, a dedicated mobile application can be a game changer for cleaning service providers. A mobile app designed for cleaning service management allows both customers and providers to interact more efficiently. Here's what it typically brings to the table: Real-time booking and scheduling GPS-based service tracking Customer reviews and ratings Secure payments Push notifications for reminders and updates With these features, businesses can significantly improve customer satisfaction and opera…  ( 5 min )
    Building Jolyo: a unified platform for managing and growing game development projects
    Hi Dev.to, I'm Dylan Clément, a full-stack developer and designer. Over the last few months I’ve been working on something called Jolyo, a web platform built specifically for indie game developers who are tired of juggling a million tools. Like many in the game dev scene, I found myself constantly switching between Trello for tasks, Notion for docs, Google Drive for assets, Discord for team chat, and itch.io for visibility. It worked, sort of. But it was messy and inefficient. So I started building Jolyo, a platform that brings all these essentials together in one place, with game creators in mind. Jolyo is a web-based workspace for managing game development projects. It centralizes everything: tasks, documentation, team collaboration, and community sharing. Instead of jumping between disc…  ( 4 min )
    Key Takeaways for Software Engineers on Git Internals
    Mastering Git from the inside out—what every developer should know. Git isn’t just a version control system—it’s a content-addressable key-value store with an elegant and powerful object model. Understanding this model enables advanced usage, more efficient workflows, and better debugging. Git stores everything in its .git/objects/ directory using SHA-1 hashes as keys and compressed content as values. echo "Hello Git" | git hash-object -w --stdin This command stores a blob (file content) and returns its SHA-1 hash. Git’s internal model revolves around four object types: Type Purpose blob Stores raw file content (not filename). tree Represents directory structure. commit Points to a tree and includes metadata and parent commits. tag Creates referenceable, named points in histo…  ( 4 min )
    Go Struct: What Happens When You Add a '_' Field?
    In the Go programming language, we often see the use of the underscore (_), such as using it as a placeholder to ignore unwanted variables, importing packages solely for their side effects, or ignoring variables in type conversions. However, most people may not have encountered the use of an underscore within a struct—specifically, defining a struct field named _. So, what is the purpose of defining such a field? _) Fields First, let's look at an example of a struct without an underscore (_) field. In the model package, we define a User struct with two fields: Name and Age. type User struct { Name string Age int } We declare struct variables using both positional and named field initialization. user := model.User{"Alice", 18} user = model.User{Name: "Alice", Age: 18} In the ab…  ( 5 min )
    Monitoramento de Erros com Sentry no React + Vite: Guia Completo
    React + Vite , integrar o Sentry pode ser o passo mais inteligente para garantir observabilidade, rastrear bugs em produção e entender o que está acontecendo com seus usuários —  antes que eles reclamem. Neste artigo, você vai aprender: O que é o Sentry e por que usá-lo Como integrá-lo em um projeto React + Vite Como testar, personalizar e tirar proveito real da ferramenta e muitos mais O Sentry é uma ferramenta de monitoramento de erros em tempo real. Ele captura exceções, mostra o contexto (usuário, navegação, ambiente) e ainda integra com ferramentas como Slack, GitHub e Jira. Por que usar Sentry em React? Stack trace completo com source maps (achei melhor que Datadog e Dynatrace) Captura de erros não tratados e warnings Agrupamento inteligente de problemas Performance monitoring (opcio…  ( 7 min )
    Google A2A Protocol : Integrating AI into existing Java Applications
    Transform your existing Java applications into AI-powered solutions without the need for a separate server infrastructure. Code for this article is here Introduction Prerequisites Weather Service Google Search Notification System File Operations Implementation Guide Examples Best Practices This guide demonstrates how to leverage the Google A2A (Agent-to-Agent) protocol to infuse AI capabilities into your existing Java applications. The A2A protocol enables seamless integration of AI functionalities without requiring a separate server infrastructure, making it an ideal solution for enhancing your business applications with AI features. Before you begin, ensure you have: Java 8 or higher Maven or Gradle for dependency management Basic understanding of Spring Framework A2A library dependenci…  ( 5 min )
    Easy parsing with reasonable error messages in OCaml's Angstrom
    PARSER combinators are widely used in the world of functional programming, and OCaml's Angstrom library is one of them. It is used to implement many foundational parsers in the OCaml ecosystem, eg HTTP parsers for the httpaf stack. However, one of their bigger downsides is the lack of accurate parse error reporting. Let's take a look. Suppose you want to parse records of this format: 1 Bob ie an ID number followed by one or more spaces, followed by an alphabetic word (a name). Here's a basic Angstrom parser for this: open Angstrom type person = { id : int; name : string; } let sp = skip_many1 (char ' ') let word = take_while1 (function 'A' .. 'Z' |'a'..'z' -> true | _ -> false) let num = take_while1 (function '0'..'9' -> true | _ -> false) let person = let+ id = num and+ _ = sp an…  ( 4 min )
    How to Implement Multiple App Initializers in Angular 19?
    When developing an Angular application, managing multiple asynchronous initialization tasks can be a bit tricky, especially when you need to chain them to ensure all required configurations are loaded before your app starts. In this post, we’ll explore how to properly set up multiple app initializers in an Angular 19 application, specifically when using the provideAppInitializer function to load configurations from a service. Understanding App Initialization in Angular Angular's dependency injection system provides a way to delay the app's bootstrap process until all necessary dependencies are ready. This is done through the application configurator, where you can specify initial functions to execute before the application begins. For instance, in your application, you have provideAppIniti…  ( 4 min )
    Understanding Lazy Loading to Improve Web Performance
    Lazy loading is a technique that can greatly improve website performance, especially for pages with a lot of content or images. Instead of loading all elements of a page on initial load, lazy loading allows the browser to only load elements that are visible to the user, saving bandwidth and speeding up page load times. As users increasingly rely on mobile devices and sometimes slower internet connections, site performance becomes crucial for user experience. One of the easiest ways to improve performance is by using lazy loading for images or other elements that are not immediately visible on the page. One way to implement lazy loading is by using the Intersection Observer API, which provides an efficient way to detect when elements come into the user's viewport. Here’s a simple example of…  ( 4 min )
    Advanced Commands for Exploring Git Internals
    Become a Git power user by mastering its low-level inspection and history tools. While Git’s porcelain commands help manage day-to-day workflows, plumbing commands reveal its internal architecture. This article explores commands like git ls-tree, git rev-parse, git fsck, and advanced git log formats to help you debug, visualize, and verify with confidence. git ls-tree HEAD Lists files and directories tracked in the current commit: git ls-tree HEAD 100644 blob a4c2e3e file1.txt 100644 blob b6f9d5f file2.txt 040000 tree 3f5e2a7 src 100644: File mode (permissions). blob/tree: Object type. a4c2e3e: Object SHA-1. file1.txt: File name. git rev-parse HEAD git rev-parse HEAD Output: 9b2e3d7a8f00c6e4f88d70a9c2e7fcbf97e6c9c5 This hash is essential for scripting, CI/CD integration, and deb…  ( 4 min )
    Zero-Knowledge Proofs on Blockchain: Enhancing Privacy and Security
    Abstract Zero-knowledge proofs (ZKPs) are revolutionizing blockchain technology by providing robust privacy and security enhancements without compromising transparency or decentralization. In this post, we explore the origins, core concepts, and diverse applications of ZKPs—from confidential transactions to scalable blockchain solutions. We review prominent technologies such as zk-SNARKs, zk-STARKs, Bulletproofs, and newer entrants like PLONK and Halo, and discuss their roles in tackling the inherent challenges of blockchain—as well as how they enable future interoperability. We also incorporate insights from the broader blockchain and open-source communities, presenting a technical yet accessible discussion for developers and enthusiasts alike. Blockchain systems have come a long way fr…  ( 8 min )
    🧠 What Tech Career Should You Choose? This Uses Amazon Q CLI to Help You Decide
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities RutaTech CLI is a command-line tool built with Node.js and Amazon Q Developer that helps users - especially students, career changers, and curious adults - explore paths in technology through a personalized, interactive experience. This tool transforms the question "What career in technology is right for me? into a conversation in the Amazon Q-powered CLI. Users can: 📝 Take a quiz to identify skills. 🧩 Get AI-generated learning paths 💡 Find real opportunities (bootcamps, scholarships, jobs) ❤️ Discover inspiring stories from technology professionals 🤩 Explore interactive challenges 🤝 Match personal interests with relevant technology roles This isn't just a script - it's a smart, mod…  ( 4 min )
    How Git Uses SHA-1 for Commit History
    Unlocking the Internals of Git’s Immutable Architecture Git is more than just a version control system—it’s a cryptographic ledger that builds its commit history on top of SHA-1 hashing. This design enables immutability, traceability, and distributed consistency. Every Git commit is represented by a SHA-1 hash that encodes the entire state of the project at a point in time. git log --pretty=raw Output: commit 9fceb02b21337d3025f69e22f68c82d20a000000 tree 36b74b3b8f6a... parent cf23df2207d9... author John Doe committer John Doe Commit SHA-1: Fingerprint of the current state. Tree SHA-1: Represents the directory structure. Parent SHA-1: Links to prior commits (commit chaining). Metadata: Author, committer, and commit message. Git’s SHA-1 hashing …  ( 5 min )
    Why Does Fused Location Client Freeze Locations? Insights and Solutions
    Understanding Fused Location Client Behavior When using the Android Fused Location Client, many developers encounter the issue where the lastLocation temporarily freezes, showing the same coordinates repeatedly. This observation can be particularly perplexing, especially for those utilizing it within a Jetpack Compose application to display locations on a Google Map. Let's explore this phenomenon and some potential reasons for this behavior. How the Fused Location Client Works The Fused Location Client is a part of the Google Play services designed to provide location updates in a way that minimizes battery consumption while ensuring high accuracy. By using various sources like GPS, Wi-Fi, and Bluetooth, it can determine the user’s location effectively. However, it can also lead to scenari…  ( 5 min )
    Git as a Content Manager: Beyond Version Control
    Unlocking Git’s Inner Mechanics for Expert-Level Mastery When most developers think of Git, version control comes to mind. But beneath its porcelain surface lies a powerful, content-addressable file system designed with immutability, integrity, and efficiency in mind. This post peels back the layers to explore Git as a content management system, powered by cryptographic hashing and a robust object model. At the core of Git is content-addressability—a paradigm where content is identified and retrieved using a SHA-1 hash, not a filename. “If two pieces of content are the same, Git ensures they are stored once—immutably and efficiently.” This design guarantees: Uniqueness: Identical content results in identical hashes. Integrity: Any mutation alters the hash and creates a new object. Dedupl…  ( 5 min )
    How to Maintain Content Editable Box Functionality with Color Change
    In modern web development, creating a dynamic user interface with interactive elements is crucial. One common use case is the contenteditable attribute, which allows users to edit text directly in a block element. In this article, we'll address a specific challenge: how to change the color of certain characters while still allowing users to type freely in a contenteditable div. Understanding the Problem The issue arises from the way you are manipulating the inner HTML of the contenteditable div. When you use innerHTML to replace characters with styled elements, it effectively refreshes the entire content of the div, causing the cursor position to reset and leading to a frustrating user experience. This can also prevent users from typing, as they may lose their current input context.…  ( 4 min )
    The Perils of "I'll Fix That Later": A Smart Home Sob Story
    You know the drill. That tiny, deceptively benign issue you've been studiously ignoring, muttering "Eh, I'll fix that later." Then, inevitably, something pokes the bear, making the minor annoyance a major pain. Suddenly, you're motivated, nay, compelled to vanquish it. And that's when all hell breaks loose. Every attempted fix births three new problems, and your entire day evaporates into a black hole of troubleshooting. Yeah, that was my day. So, What Fresh Hell Was This? It all started with a seemingly insignificant hiccup in my Home Assistant smart home setup. On my phone? Smooth sailing. On my desktop, however, specifically with Opera – my now former browser, thanks to this debacle – things were decidedly less smooth. Opera, bless its little cotton socks, was having an absolute fit try…  ( 6 min )
    I Built "Hackerman" with Amazon Q
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! Ever had your non tech friends/colleagues/family stare when you use a terminal in front of them, asking if you are you hacking something. Now you can truly amaze them them further with a web based terminal simulator that turns random keystrokes into impressive looking cybersecurity wizardry. Inspired by Hollywood's classic hacker scenes furious typing, screens filled with code, dramatically shouting "I'm in!", Hackerman transforms ordinary typing into a spectacular digital show. The interface creates convincing technical jargon, shows animated progress bars, and simulates security breaches all without needing any actual hacking knowledge. I created this fun project with Amazon Q generating co…  ( 5 min )
    How Do ACID Principles Work in SQL Databases?
    In the world of databases, ensuring data integrity and consistency is paramount. This is where ACID principles come into play. ACID stands for Atomicity, Consistency, Isolation, and Durability, and these principles are foundational to any SQL database operation. Let's explore each principle and provide examples to illustrate how they work in practice. What Are the ACID Principles? Atomicity Atomicity ensures that a series of database operations either fully complete or do not happen at all. This means that if one operation in the transaction fails, all previous operations are rolled back to maintain the state before the transaction began. For example, consider a banking application where we need to transfer funds from one account to another. Both deduction from the sender's account and add…  ( 5 min )
    Why does operator+= work with initializer lists in C++?
    Introduction In this article, we explore why the operator+= in C++ can accept brace-enclosed initializer lists while operator+ cannot. Understanding this issue is crucial for C++ developers, especially when dealing with operator overloading in modern C++. The Issue Explained When working with C++11 and later, initializer lists are a powerful feature that allows for more natural syntax when initializing collections. However, when you try to use these lists with overloaded operators, things don't always go as expected. The code snippet shared shows two operator overloads defined for a struct AddInitializerList: one for operator+= and another for operator+. #include #include using namespace std; struct AddInitializerList { void operator+= (initializer_list<i…  ( 4 min )
    Transform Your Website into a Mobile App with AI: A Step-by-Step Guide
    In today's mobile-first world, having just a website isn't always enough. With smartphone users spending over 90% of their mobile time in apps rather than browsers, converting your website into a dedicated mobile app can dramatically boost engagement, enhance user experience, and drive conversions. Thanks to AI-powered tools, this transformation no longer requires an army of developers or a massive budget. This guide walks you through exactly how to turn your website into a mobile app using cutting-edge AI platforms—quickly, affordably, and with minimal technical knowledge. Before diving into the how-to, let's consider why businesses are rushing to create mobile apps from their existing websites: Faster Loading: Apps load instantly compared to websites, reducing frustration and abandonment…  ( 7 min )
    Comparing No-Code App Builders: Which Platform Is Ideal for Your App?
    Comparing No-Code App Builders: Which Platform Is Ideal for Your App? In today's fast-paced digital landscape, creating apps no longer requires extensive coding knowledge or a substantial development budget. The rise of no-code platforms has democratized app development, allowing entrepreneurs, small businesses, and creative minds to bring their ideas to life without writing a single line of code. But with so many options available, how do you choose the right platform for your specific needs? The no-code movement has gained tremendous momentum in recent years, fueled by the growing demand for digital solutions across all industries. These platforms use visual interfaces with drag-and-drop capabilities, pre-built templates, and intuitive design tools to help users create functional appli…  ( 6 min )
    How to Implement SOLID Principles in Java with Examples
    Introduction to SOLID Principles in Java The SOLID principles are a set of five design principles aimed at making software designs more understandable, flexible, and maintainable. When you implement these principles properly in Java, you can greatly improve the structure of your code. Each letter in SOLID represents a different principle: S - Single Responsibility Principle (SRP) O - Open/Closed Principle (OCP) L - Liskov Substitution Principle (LSP) I - Interface Segregation Principle (ISP) D - Dependency Inversion Principle (DIP) In this article, we will explore each of these principles with practical Java code examples to illustrate their importance and application. Single Responsibility Principle (SRP) The Single Responsibility Principle states that a class should have only one reason …  ( 5 min )
    How to Resolve Kotlin Compilation Error in React Native with Google Health Connect?
    Introduction If you are experiencing a Kotlin compilation error while integrating Google Health Connect into your React Native project, you're not alone. Many developers encounter this issue when following the setup guide from the official GitHub repository. The error message often looks something like this: Execution failed for task ':app:compileDebugKotlin'. A failure occurred while executing org.jetbrains.kotlin.compilerRunner.GradleCompilerRunnerWithWorkers$GradleKotlinCompilerWorkAction Compilation error. See log for more details In this article, we will explore why this error occurs, the common pitfalls, and a step-by-step guide to successfully troubleshoot and resolve the issue. Understanding the Issue The Kotlin compilation error during the Gradle build process can arise due to mu…  ( 5 min )
    Hi, I’m Sveta — DevOps Student & Aspiring Engineer 🌍
    Hi everyone! 👋 I’m Sveta, a DevOps & networking student currently based in Prague 🇨🇿. Originally from Russia, I’m studying in the Czech Republic and learning everything I can about modern infrastructure, automation, and working in tech. 🛠️ What I’m Learning: Computer networks & internet technologies CI/CD, Docker, GitHub Actions Basics of Linux & scripting Working part-time in IT to gain real-world experience 🎯 My Goals: Build a DevOps portfolio with real projects Move to a country where I can grow, learn, and live fully 💡 What I’ll Be Posting(or try posting): Simple, real-world DevOps projects Tips I learn as a student working part-time Thanks for reading! If you're also learning DevOps, preparing to study abroad - let's connect! 💌  ( 3 min )
    🐕 Why We Built a Lightning-Fast Static Website for French Dog Parks with Astro.js
    In the age of over-engineered web apps, sometimes all you need is a super fast, SEO-friendly static site to solve a real-world problem. That’s exactly what we set out to do with Parcs Canins — a curated directory of secure, fenced dog parks in France, built entirely with Astro.js. Dog owners often struggle to find safe, off-leash parks where their pets can play freely. Municipal websites are clunky, outdated, and poorly ranked on Google. So instead of building a full-blown app, we decided to focus on: Speed Simplicity Search engine visibility Our goal: Make it dead simple for dog owners to find fenced parks with just a Google search or a quick browse. We chose Astro because it solves two core problems at once: Blazing-fast performance: Astro ships zero JavaScript by default. Built-in SEO t…  ( 4 min )
    Must-have skills for data analysts in 2025: A complete guide
    Do you want to stay competitive in the rapidly evolving field of data analysis? As organizations increasingly rely on data-driven decision-making, the skills needed by data analysts have become more diverse and sophisticated than ever before. In 2025, successful data analysts need a versatile combination of technical skills and soft skills to transform raw data into actionable insights that drive business value. This comprehensive guide explores the essential data analyst skills you need to thrive in today's business environments. We'll cover both the technical foundations and the equally important soft skills that set exceptional analysts apart. This post also highlights how you can become more efficient and effective by using modern tools such as Quadratic AI. Technical skills for data a…  ( 10 min )
    Firewall and Network Management in Red Hat Linux
    Welcome to Day 24 of the 30 Days of Linux Challenge! Today’s focus is on securing and managing network access using firewalld, nmcli, and iptables — tools that are deeply integrated into Red Hat-based systems. Why Firewall & Network Management Matters Start and Enable firewalld Check Firewall Status and Rules Allow and Block Services Port-Based Rules with firewalld Use Zones for Granular Control Manage Network Connections with nmcli Inspect Rules with iptables Try It Yourself Why This Matters 🔒 Firewalls protect your system from unauthorized access 🌐 Network tools ensure connectivity, DNS, IP config, and interface control 🚀 Red Hat provides enterprise-grade options to manage both with precision sudo systemctl enable --now firewalld sudo firewall-cmd --state This shows: Active zone …  ( 4 min )
    How I Slashed Infrastructure Costs by 80% for a Struggling Startup
    When I took over a project for a client recently, I discovered they were spending nearly $1,000 monthly on AWS infrastructure despite having fewer than 5 active users. This is how I fixed it. The Problem Poorly designed Flask backend Everything running in development mode on expensive AWS EC2 instances A client who had just laid off their team and needed an MVP launched The Solution Purchased two high-performance dedicated servers from Hetzner Self-hosted Coolify as a Platform-as-a-Service solution Containerized all application components Implemented CICD with Github for streamlined deployments. Migrated everything away from AWS For those unfamiliar, Coolify is an open-source alternative to Netlify or Heroku that can be self-hosted on your own infrastructure. The Results 80% reduction in monthly infrastructure costs (from ~$1,000 to ~$<200) More stable environment with proper containerization Simplified deployment process Full control without vendor lock-in Key Takeaway Before automatically choosing the most popular cloud provider, consider alternatives like Hetzner combined with self-hosted PaaS solutions like Coolify. For many early-stage startups, this approach provides the right balance of developer experience and cost-efficiency. Sometimes the best technical solution isn't the most expensive one. Upcoming Self-host Coolify on your own infrastructure Host your own services like analytics, project management tools, interactive forms like Formspree, and much more.  ( 3 min )
    Manual Testing Basics and Beyond
    Common Manual Testing Techniques: Manual testing techniques help to ensure that software should meets the customer requirements, defects and enhance the user experience.The most common methods are below, Black Box Testing: Testing Examples: Acceptance testing,Functional testing and Regression testing. White Box Testing: Testing Examples: Unit testing and Integration testing. Gray Box Testing: Exploratory Testing: Functional Testing: Sanity Testing: Acceptance Testing: Regression Testing: Boundary Value Analysis: Boundary value analysis is a black box testing techniques its used to validate the input values at their boundary limits. This BAV technique is used to identified the errors at the boundary conditions. In BAV, tester need to identify the input boun…  ( 5 min )
    How to Fix ProviderNotFoundException in Flutter App
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    What I Learned During the SheFi Program — And Why I Recommend It
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    From Input to Impact: How Our RDH Turns Raw Data into Real-Time Signals
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    From Input to Impact: How Our RDH Turns Raw Data into Real-Time Signals
    From Input to Impact: How Our RDH Turns Raw Data into Real-Time Signals So far on this journey, I’ve covered why you need a Robust Data Hub (RDH), how to document your sources, and how to organize data for visibility and traceability. Now we’re at the next phase—turning known inputs into actionable signals. This article isn't about vendor lock-in (although we could write a book on that). It’s about what we can control: how we capture data that already exists in our environment and transform it into something we can act on immediately. Our RDH (Robust Data Hub) leverages RDF (Resource Description Framework) to normalize data across distributed operations. But before we get to RDF conversion, there's an important layer that often gets skipped in discussions. This article focuses on that mi…  ( 8 min )
    How to Fix Text Disappearing in C Backspace Functionality
    Introduction If you're writing a simple text editor in C and encountering issues with your text disappearing when using the Backspace key at the beginning of a line, you're not alone. Many newcomers face unexpected behavior in their text manipulation functions. This article will dive into why this happens, particularly focusing on how Backspace interacts with your cursor position and text storage. Understanding the Issue In your C text editor code, when you press the Backspace key (ASCII 8), you're performing different operations depending on the cursor's current position. If the cursor is at the beginning of a line (cursor_x = 0), the function tries to merge the current line with the preceding line using strcat. Though this is an intended feature, it inadvertently leads to the upper line …  ( 5 min )
    MediaSession API for Custom Media Controls
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    Creating Dynamic Routes in Next.js with Just 4 Lines of Code
    Did you know you can create dynamic routes in Next.js with just four lines of code? As a freelancer working on front-end projects to pay the bills (thanks, American healthcare system), I recently discovered how to create dynamic routes in Next.js without any extra complications. The Problem I was tasked with creating a list of dashboards for Annual Performance Reviews (APR). Each APR has a unique name, and each one needs its own route, like: http://localhost:3000/apr/[ReviewType] With a large dataset containing various types of APRs, manually creating each route by making individual folders inside the app directory wasn’t feasible: -- app Manually replacing review[index].type with the actual review types from my data would be tedious and inefficient. The Solution I simplified the structure by creating a single folder: -- app Using square brackets in a folder name creates what Next.js calls a Dynamic Segment. With a Dynamic Segment, you can access all the parameters using the useRouter hook. In my case, I didn’t need to use the hook because I already had the review types, and the slugs in the URL matched those types. The solution was straightforward: const reviewType = reviewsType.find((rt) => rt.slug === params.reviewType); The {params} are the props in the page.jsx file of my Dynamic Route. If the reviewType from the URL matches the slug type, it’s a valid reviewType, and I can create the slug. It’s that simple. Later, I'll call the Links with their href destination to generate the user’s click in the sidebar component: reviewsType.map((rt) => {rt.title} ); Conclusion Next.js routing is incredibly powerful and easy to use. I’m excited to continue exploring all of Next.js’s capabilities and preparing a course for developers like me. If you’re proficient in web development but new to Next.js, join our community learning sessions. Live sessions and recordings will be available! Interested? Reach out!  ( 4 min )
    $100K/day cloud bill isn't a Bug – it's by Design
    Cloud platforms are built to scale. That’s their core feature — and their hidden risk. Every request to a cloud function, database, or storage API has a cost. If enough requests arrive, even legitimate-looking ones, the backend will scale automatically and incur that cost — and the account owner will receive the bill. This is not an exception. It is the intended behavior. Several public cases illustrate how cloud billing can be exploited or spiral out of control: $100K in 24 hours via Firebase – A WebGL hosting app saw a sudden traffic spike and was billed over $100,000. The cloud service scaled perfectly. No failure occurred — other than financial. One public file in Firebase = $98K – A single shared file led to massive egress usage and a near six-figure bill. GCP DDoS → $100K+ pro…  ( 4 min )
    Untitled
    Check out this Pen I made!  ( 2 min )
    10 Cheap Ways to Deploy Docker Containers in 2025
    If you’re tired of fighting with cloud infrastructure just to ship your app, you’re not alone. In 2025, there are now more accessible, affordable, and even AI-assisted ways to deploy Docker containers. Whether you’re hacking on a personal project or building something serious, you don’t need a DevOps team to go live. 1. Defang Defang lets you deploy any app from Docker Compose to your favorite cloud in minutes. Use the AI-powered CLI to scaffold projects or pick from 50+ ready-made samples. Run defang compose up to deploy instantly to Defang Playground or your own cloud with support for AWS, GCP, and DigitalOcean. Defang handles networking, SSL, storage, and more so you can skip the setup. It also includes an AI debugger to help fix issues fast. With the Defang MCP, you can even deploy y…  ( 5 min )
    10 Cool CodePen Demos (April 2025)
    Glitch Hover Effect Nazanin Ashrafi shared a series of creative button effects this month, all built with pure HTML and CSS. The animations are simple yet cleverly executed and well-achieved. This glitching button changing shapes and colors caught my attention, but check her profile but other cool button designs. Text circle animation Scroll the page at different speeds and watch how the animation adapts in real time. It's mesmerizing and almost hypnotic. The fact that this is HTML and CSS only is mind blowing. Stijn Van Minnebruggen used scroll-driven animations to create this spinning word-wheel and took it to another level. Amazing demo! Product Swiper Tired of the same old product pages on e-commerce sites? Diana Moretti brings a fresh twist with a…  ( 4 min )
    Linux Myths vs Reality: What Beginners Should Know
    Introduction As I continue my 30-day Linux challenge in preparation for the RHCSA exam, today marks a milestone — the final day. And what better way to wrap up than by clearing the fog surrounding Linux itself? Linux is often wrapped in layers of myth, hearsay and outdated assumptions — scaring off beginners and making even seasoned IT professionals second-guess exploring it deeper. Today, we’re busting the biggest myths and laying out the realities with clear explanations, practical examples, industry insights and real-time scenarios. Let’s get comfortable with the truth. Index Myth 1 Linux is Only for Programmers and Hackers Myth 2 Linux Has No Good Applications Myth 3 You Must Know Terminal Commands to Use Linux Myth 4 Linux is Hard to Install and Configure Myth 5 Linux is Not Suit…  ( 5 min )
    Linux for Non-Techies: A Simple Guide to Getting Comfortable
    Introduction As I continue my RHCSA journey with the 30-day Linux challenge. Today, I want to step back from the deeply technical commands and configurations and instead speak directly to the non-techies — the project managers, analysts, entrepreneurs, marketers and curious learners who’ve always heard about Linux but found it intimidating or irrelevant to their daily workflows. Spoiler alert: Linux isn’t just for system admins and developers anymore. powerful, stable and surprisingly user-friendly environment that can make you more productive, resourceful and confident — no matter your job title. In this guide, I’ll break it all down simply with examples, helpful tips, real-world cases and industry insights so you’ll walk away saying: “I can use Linux, and I’m comfortable doing it.” Ind…  ( 5 min )
    React Full-Stack Just Code: Build a Business 🧠💰
    If you're a React developer, you've probably built dozens of projects. Maybe a weather app here, a dashboard there, or even a clone of some Silicon Valley unicorn. But here's a blunt truth: 🚨 Most devs are rich in code and poor in strategy. In this post, we're flipping that script. I’ll show you how to go from a React builder to a React business — using skills you already have, without waiting for VC funding, cofounders, or "the perfect idea." Let’s build something that pays you back. React devs often forget we hold superpowers: We can prototype ideas in hours. We know APIs and how to stitch products together. We can ship polished, production-ready web apps. You don’t need to build the next Stripe. You just need to solve a \$997 problem for someone — and React is the perfect toolkit for t…  ( 7 min )
    Disk Space Awareness: df, du and What is Filling Up Your System
    Introduction I’m continuing my 30-day Linux challenge as part of my preparation for the RHCSA exam, and today’s topic might just be a lifesaver for system admins and everyday users alike: understanding disk space usage with df, du and how to find what’s clogging up your system. Index Why Disk Space Awareness Matters What is df What is du Real Time Scenario Industrial Insight Recommendations Quick Summary Running out of disk space can silently break a system whether it's preventing new files from being written, blocking services or even crashing processes. Being proactive is key. That’s where df and du come in, they give you a clear picture of what's full, why, and how to fix it. df (Disk Free) reports available and used disk space on file systems. df -h $ df -h Filesystem Size …  ( 4 min )
    Killing Processes Gracefully with kill, pkill and killall
    Introduction As I continue my 30-day Linux challenge in preparation for the RHCSA exam. Today is about something powerful yet surprisingly elegant: gracefully managing running processes in Linux. Each command, each concept is another step toward mastery. Index What Happens When a Process Misbehaves kill pkill killall Real World Scenario Pro Tips Quick Summary Sometimes, a process freezes, eats up memory, or refuses to quit. That’s where Linux gives us three mighty tools to step in with authority but grace too. kill pkill killall Let’s understand how each works. The Precision Tool kill is used to send signals to specific processes using their PID (Process ID). kill -SIGTERM 1234 This sends a polite request (SIGTERM) asking the process to stop. Want to force it? kill -9 1234 # SIGK…  ( 4 min )
    🚀 From React Developer to Digital Agency Owner
    Ever thought your React skills could build more than apps? What if they could build income streams, fast-moving micro-businesses, or even an entire local agency—without needing investors, employees, or startup capital? Let’s talk about building a business from your dev toolkit. While React dominates the tech stack at big startups, its real superpower lies in its flexibility. You can build: 🌐 Full-stack web apps (Next.js, Remix, Astro) 📱 Mobile apps (React Native) 🔧 Internal tools (Retool + custom React components) 📈 Data dashboards 🛒 E-commerce frontends 🎯 Lead-gen landing pages Now imagine pairing that with a smart monetization strategy. React gives you leverage—but leverage only works if you apply it to the right problems. Here are business angles that use your skills for revenue: …  ( 7 min )
    Viewing Processes with ps, top and htop
    Introduction As I continue my 30-Day Linux Challenge for RHCSA preparation with the #CloudWhistler community led by Ali Sohail. Today I’m diving into a topic that helps you see what's really happening inside your Linux system process monitoring. In this article, I’m exploring three powerful commands: ps, top and htop. Index What Are Processes in Linux ps Process Snapshot top Real Time Process Viewer htop Enhanced Top Real Life Use Cases Recommendations Quick Summary Every running task or application in Linux is a process. These include services, system tasks and commands you run in the terminal. Being able to view and manage processes is essential to troubleshoot, monitor system load and understand how your machine is performing. The ps command gives you a snapshot of currently runnin…  ( 4 min )
    How RHEL 9 and the Cloud Are Basically Besties – A Beginner-Friendly Guide (With Real-Life Drama)
    📚 Table of Contents Intro: RHEL 9, Cloud Services, and You First Off, What Even Is "The Cloud"? Enter: RHEL 9 (aka the Brain of Your Cloud Machine) Real-World Drama: How RHEL 9 Works in the Cloud RHEL 9: Security Like a Digital Bodyguard Automation Nation: RHEL’s Cloud Superpowers Hands On Time: Try RHEL 9 in the Cloud Yourself! Final Thoughts: Why You Should Care So, you’ve heard of Linux. Maybe you think it’s for hoodie-wearing hackers or bearded sysadmins living in dark basements. Not quite. Red Hat Enterprise Linux 9 (RHEL 9) is like the clean-cut, enterprise-ready big sibling of all those cool Linux cousins. It's the VIP guest in the world of cloud computing. But what happens when this well-groomed Linux OS meets the Cloud? Spoiler alert: they get along like peanut butter and jel…  ( 5 min )
    [Boost]
    🎟️ BookTheScene – An Event Booking Web App Built with Angular 19 Vivek Dudhatra ・ May 7 #webdev #angular #typescript #programming  ( 2 min )
    Model Context Protocol Adoption and C# SDK Integration in Java
    Originally published at ssojet The Model Context Protocol (MCP) is gaining traction in the Java ecosystem, particularly within frameworks like Quarkus and Spring AI. Developers can now run MCP servers more efficiently using tools such as JBang. The MCP Java Server Configuration Generator simplifies the process for Java developers. MCP, introduced by Anthropic, serves as an open standard enabling applications to provide context to Large Language Models (LLMs). Companies like OpenAI and Google have shown support for it. Most recently, GitHub announced support for MCP servers for VS Code users. MCP allows developers to expose functionalities in the form of tools that integrate with LLMs. The protocol supports communication via standard input and Server-Side Events (SSE). Java frameworks are w…  ( 4 min )
    Dev Proxy v0.27: New API Modeling and AI Features Released
    Originally published at ssojet The Microsoft Dev Proxy team has announced the release of version 0.27, enhancing developer experience through new features and improvements. This tool, previously known as Microsoft 365 Developer Proxy, helps in mimicking genuine API behaviors during application testing. One major addition is the capability to generate TypeSpec definitions from intercepted requests. This feature allows developers to quickly create TypeSpec definitions from real traffic, streamlining the API modeling process. It works similarly to generating OpenAPI specifications, enhancing productivity. Another important feature is the experimental Dev Proxy MCP server, enabling configuration using natural language. This aims to simplify the user experience and enhance understanding of Dev…  ( 4 min )
    Effective Patterns for Shared State Management in React
    As React applications scale, managing shared state across components becomes one of the trickiest challenges. Choosing the right state management pattern can drastically impact maintainability, performance, and developer experience. Whether you're building a small dashboard or a sprawling enterprise SPA, this guide walks through modern and effective shared state management patterns in React. Before introducing tools like Redux or Zustand, ask: Is this state needed by many components? Does it need to persist across navigation? Should it be cached, memoized, or reactive? If the answer is no, local state via useState or useReducer is usually enough: const [isOpen, setIsOpen] = useState(false); Premature global state can overcomplicate things. React’s built-in Context is perfect for theming, …  ( 5 min )
    How to Dynamically Filter Pandas DataFrame by Date in Python?
    Introduction When working with data in Python, especially using the Pandas library, you often need to filter DataFrames based on specific conditions—like dates in your case. However, dynamically generating filter conditions can sometimes be tricky. If you've noticed that your dynamically created filter condition is yielding an empty DataFrame, don’t worry; you’re not alone in this struggle. Let's break down your issue and solve it step by step! Understanding the Dynamic Filtering Issue The issue arises from logical operations in your loop. When you create a filter condition dynamically, you must ensure that the logical operators are applied correctly. In your case, using & for element-wise AND operation is correct; however, the parentheses and precedence in evaluating the filter might be c…  ( 4 min )
    Building KARL-AI
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    Recurring Calendar Events in Rails
    This article was originally published on Rails Designer Last week I released v1.14 of Rails Designer's UI Components. With that release came a fully-customizable Calendar Component, built with ViewComponent and designed with Tailwind CSS. Since that release I got two times the question via email about recurring events. Does that work? And indeed it does. The Calendar Component simply accepts an events array/collection. And while this kind of functionality is out-of-scope of a UI component (and the support for it), I am currently working on something that just happens to need this kind of feature. It is not at all too difficult to start (the tricky bits start when hundreds of thousands of events are created 😬). So what else can I do then to share how I would approach this in an article? T…  ( 5 min )
    I'm Tired of Toxic Social Media — So I'm Building My Own Platform Focused on Belonging
    Social media was supposed to bring us closer together. But more and more, it feels like the opposite. The constant outrage. The algorithmic manipulation. The hate, the harassment, the performative everything. I’ve had enough. It’s called KindredCircl — a social platform rooted in authentic connection, belonging, and safety. No ads. No data mining. No engagement farming. Just people, stories, and human connection. We’re talking real posting, shared experiences, and a chance to connect with people who actually see you. Not as metrics. Not as targets. As people. Kotlin Multiplatform (Jetpack Compose, Kobweb) Ktor backend (GraphQL, Firebase Auth, PostgreSQL) Redis for caching + feed ranking BERT + sentence embeddings (MPNet / e5-large) for feed + moderation Everything Dockerized, deploy…  ( 4 min )
    Optimizing Vue.js for Maintainability in Mid-to-Large Codebases
    As Vue.js applications scale, code organization becomes just as important as functionality. What starts as a couple of Vue components can easily evolve into a hundred interconnected files, each with their own state logic, side effects, and styling concerns. To prevent tech debt and burnout, let’s talk about how to design Vue.js projects for maintainability. A well-organized src/ directory can make or break a large Vue application. The common pitfall is stuffing everything into a components/ folder. Instead, group files by domain or feature: src/ ├── modules/ │ ├── auth/ │ │ ├── components/ │ │ ├── views/ │ │ └── store.js │ └── dashboard/ │ ├── components/ │ ├── views/ │ └── store.js ├── shared/ │ ├── components/ │ └── utils/ This approach aligns with …  ( 4 min )
    Angular & Facades: So entkoppelst du deine Components und machst deinen Code wartbarer
    Sobald eine Angular-Anwendung wächst kann es schnell unübersichtlich werden. Komponenten die beispielsweise direkt auf Backend-APIs zugreifen oder den Application-State manipulieren sind hier aus meiner Erfahrung heraus keine Seltenheit und führen langfristig zu Problemen. Komponenten werden zu groß, die Testbarkeit leidet und das Austauschen von Stores oder APIs wird mühsam und kostspielig. Ein Lösungsansatz für diese Problematik könnte die Verwendung von Facades sein. Facades sind eine Art von Design-Pattern, das eine vereinfachte Schnittstelle zu einer komplexen API oder einem System bereitstellt. In Angular-Anwendungen können Facades verwendet werden, um den Zugriff auf verschiedene Teile der Anwendung zu abstrahieren und zu vereinheitlichen. Sie fungieren als Vermittler zwischen der U…  ( 6 min )
    Avoiding Common Eloquent Pitfalls in Laravel Projects at Scale
    When you're working with Laravel at scale, Eloquent — Laravel's beloved ORM — can be a double-edged sword. It’s expressive and elegant, but it can lead to subtle and costly performance issues if not used with caution. Over the years, I’ve worked on large Laravel applications where data integrity, response time, and system load were mission-critical. This post explores the common pitfalls I’ve encountered with Eloquent and how to avoid them. The N+1 Query Problem One of the most infamous issues is the N+1 query problem. If you've ever looped through a collection and accessed a relationship inside the loop, you’ve likely caused this. For example: $users = User::all(); foreach ($users as $user) { This results in 1 query to fetch users, and 1 query per user to fetch the profile — causing pote…  ( 4 min )
    Green Padlock, Zero Headache: Let’s Encrypt SSL for Self-Hosted Dify
    “Your app isn’t production until the padlock turns green.” one-liner speed of the quick-start and the step-by-step clarity of the original long-form post. Follow along and you’ll mint fresh Let’s Encrypt certificates, wire them into Dify’s Nginx, and set-and-forget auto-renewal—all in ~15 minutes. ✅ Win 🚀 Why it matters End-to-end encryption Keep chat sessions & API calls private. Browser trust No more red “Not secure” labels. Free & automated Let’s Encrypt renews every 60–90 days without a credit-card or cron anxiety. Domain – A/AAAA record → your server Ports – 80 & 443 open on firewall/cloud SG Docker – v24 + Compose v2 (docker compose version) Dify repo – git clone https://github.com/langgenius/dify.git && cd dify/docker 2 Patch .env (tell Dify who it i…  ( 5 min )
    Building a Dynamic Color Changer app with React and Vite
    Introduction Hey there, fellow developers! Today I'm excited to share a fun little project I built using React and Vite - a dynamic background color changer app. This interactive tool allows users to easily switch between different background colors, use a custom color picker, and keep track of their color history. It's a perfect example of how React's state management can create smooth, interactive user experiences. Live Link The Color Changer App features: One-click color changes from a predefined palette Custom color selection with a color picker Color history tracking Smooth transition animations Copy-to-clipboard functionality Responsive design that works on all devices React - For building the UI components and managing state Vite - For fast development and optimized builds Lucid…  ( 5 min )
    Nexus 001 - Kurulum
    Tanıtım Sonatype Nexus Repository, temel olarak binary dosyalarından, çeşitli paketlere , AI modellerine kadar, geniş bir yelpazede merkezi saklama ve dağıtım aracıdır. Desteklediği paketleri şuradan görebilirsiniz. Kurulum  ( 2 min )
    How to Debug POST Fields in PHP cURL Requests?
    When working with PHP and making HTTP requests through a library that utilizes cURL, understanding the data being sent is crucial for effective debugging and development. Seeing the POST fields can help you verify that your requests contain the expected data before you send them, leading to faster troubleshooting and improved functionality. Understanding cURL Basics in PHP cURL is a powerful library in PHP that allows developers to make HTTP requests to external servers. It's widely used for API integrations and data retrieval. The curl_setopt() function is used to set various options for the cURL transfer, while curl_exec() executes the session. But what if you want to inspect the data—specifically, the POST fields before they are sent? Checking POST Fields in cURL To debug the POST field…  ( 5 min )
    BSides Seattle 2025: Rebuilding Trust in Systems In The Age Of NHIs
    Beneath Seattle's bustling Pioneer Square lies the remains of another city. After the Great Fire of 1889, local engineers elevated the street level, leaving behind the original storefronts and sidewalks in a warren of subterranean tunnels. This hidden underworld, known as the Seattle Underground, was buried to make room for progress. But it never disappeared, it just became invisible. Today, our digital infrastructure mirrors that layered reality. Security teams are tasked with safeguarding an environment built on top of earlier architectures, older assumptions, and interfaces that weren't designed for what they now support. At BSides Seattle 2025, more than a thousand practitioners came together on the Microsoft campus, in Building 92, to explore how we secure not just the software we run…  ( 7 min )
    🚀 Building Vibe Coding: A Personal Planner Powered by AI – Looking for Devs & Teammates! Hey DEV community! 🙌 I'm currently working on an ambitious project called Vibe Coding – a next-gen AI-powered personal planner designed to help people take control
    A post by Theodorus Misiedjan  ( 3 min )
    Juan Diego Prieto
    Check out this Pen I made!  ( 2 min )
    DBSCAN: Finding Cluster of any shape
    Exploring how DBSCAN uses density, not distance, to find clusters of any shape from theory and code to real-world applications like anomaly detection and geospatial mapping. Before diving into the code or real-world applications, it’s essential to understand what DBSCAN actually is and why it stands apart from traditional clustering techniques. At its core, DBSCAN short for Density-Based Spatial Clustering of Applications with Noise is a powerful algorithm that clusters data not based on shape or center points, but on the density of data points in a region. Let’s break down the key concepts that make DBSCAN unique. Density-Based Clustering : Instead of grouping points based of distance from a center(like K-MEANS). This algorithm groups points based on how crowded a region is No need for…  ( 4 min )
    Comparing Text Search Strategies pg_search vs. tsvector vs. External Engines
    Choosing the Right Search Approach for Your Application with PostgreSQL and Neon When implementing search in your application, you need to choose the right text search approach. This guide compares PostgreSQL's built-in tsvector, the pg_search extension, and external search engines to help you select the best option for your needs. tsvector for Text Search PostgreSQL includes native full-text search capabilities using the tsvector data type and tsquery search expressions. The tsvector data type is a specialized data structure that PostgreSQL uses to represent documents in a form optimized for search. This built-in functionality works for basic search needs without requiring any additional extensions. It's perfect for smaller applications or when you don't require advanced search feature…  ( 7 min )
    FrontendDev Ending
    Hello EveryOne, I have recently wrapped up Frontend Dev at junior level convering essential techs like ; #HTML-5 #CSS-3 #JS(ES6+) #ReactJS Basics using #Vite #Tailwind CSS  ( 2 min )
    How I Lost 35kg and Built a Habit Tracker That Actually Works
    How I Lost 35kg and Built a Habit Tracker That Actually Works Six months ago, I was lazy, unfocused, and overwhelmed. I’d scroll mindlessly on my phone, work beyond healthy hours, skip workouts, and constantly put off things I knew were good for me. I didn’t need a fancy productivity system — I needed a push. Something simple. Visual. Relentless. That’s when I built Days Without – Habit Tracker. I wasn’t aiming to reinvent productivity apps. I built Days Without for myself — because I genuinely needed help. I was tired of breaking promises to myself like “I’ll start tomorrow” or “just 10 more minutes on Instagram.” I needed a streak counter. A clear, visual reminder of how long I’ve stuck to something. Something lightweight and shame-free, but still motivating. With Days Without, I start…  ( 4 min )
    Are you trying to manage AI Workloads on Kubernetes at Scale? Maybe deploying complex AI stacks such as Kubeflow and KServe? Here is how Sveltos Enables Multi-Cluster, GitOps-driven MLOps https://ppaolo.substack.com/p/managing-ai-workloads-on-kubernetes
    A post by Simone Morellato  ( 3 min )
    first post
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    Explained: BDD and Cucumber
    📝 What is BDD? Behavior-Driven Development (BDD) is a software development methodology that evolved from Test-Driven Development (TDD). Unlike traditional development approaches that focus on implementation details, BDD focuses on the behavior of the system from the user’s perspective. BDD encourages collaboration between developers, QA, and non-technical stakeholders through a shared language that everyone can understand. This approach bridges the gap between technical and business teams by using natural language descriptions of requirements that can also serve as tests. BDD (Behavior-Driven Development) TDD (Test-Driven Development) Traditional Development Focuses on behaviors and outcomes Focuses on code implementation and unit testing Often focuses on features without explici…  ( 5 min )
    Complete Overview of Generative & Predictive AI for Application Security
    Artificial Intelligence (AI) is redefining application security (AppSec) by allowing heightened vulnerability detection, test automation, and even self-directed malicious activity detection. This guide provides an thorough discussion on how generative and predictive AI operate in AppSec, written for cybersecurity experts and decision-makers in tandem. We’ll explore the evolution of AI in AppSec, its modern features, limitations, the rise of “agentic” AI, and future directions. Let’s begin our exploration through the foundations, present, and future of AI-driven AppSec defenses. History and Development of AI in AppSec Early Automated Security Testing Evolution of AI-Driven Security Models A key concept that took shape was the Code Property Graph (CPG), fusing syntax, execution order, an…  ( 11 min )
    WordPress Taxonomy API: Beyond Categories
    Think WordPress organization stops at categories and tags? Think again! My new blog post unveils the power of the WordPress Taxonomy API, showing you how to build sophisticated content relationships and filtering mechanisms. Level up your WordPress game: https://farhanali.me/wordpress-taxonomy-api-beyond-categories/  ( 2 min )
    CSS image slider w/ next/prev buttons
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    Solving TryHackMe's "Pickle Rick" Room: A complete Walktrough
    Introduction The Pickle Rick room on TryHackMe is a fun, beginner-friendly challenge inspired by the Rick and Morty series. The goal is to exploit a web server to find three ingredients that Rick needs to transform back into a human from a pickle. This guide will walk you through each step to complete the room. Step 1: Let's deploy the Machine Navigate to the Pickle Rick room on TryHackMe. Start Machine" to start the virtual machine. Then start your AttackBox Kali machine to connect to our victim's machine. Step 2: Exploring the Web Application Let's open Firefox browser and in the URL bar let's input the victim machine ip. http://10.10.8.74 (YOUR_VICTIM_IP) Ok, just a standard web landing page, no big deal here on first sight. Let's try open the source code inspector on Firefox. F…  ( 7 min )
    How to Fix Samsung System UI Over Flutter App Issue?
    When developers encounter the issue of the Samsung system UI displaying over their Flutter app on devices like the Samsung S24 Ultra, it raises important questions about compatibility and layout handling. This specific issue seems to arise post-update to One UI 7.0 and Android 15, leaving many users wondering why their app layout is affected, especially if it was functioning well before the update. Understanding the Problem The main cause of this issue appears to be related to how the new system UI interacts with Flutter’s rendering mechanism. With the update to One UI 7.0, some changes might have impacted how safe areas and overlays are managed. The SafeArea widget is designed to prevent UI elements from overlapping with system UI elements such as the status bar and navigation bar. Howeve…  ( 4 min )
    CPChallenge: Food Drops
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    Quack The Code - Amazon Q - Making Technology More Accessible
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities This project tries to make technology accessible to many more people. Today, a lot of developers are good in programming & technology but not many are proficient in English. This becomes a barrier for them to use technology. Using Amazon Q Developer, I have demonstrated a simple use of Amazon Q to generate documentation in regional languages like Hindi. Having documentation in familiar, non-English, local languages will make technology accessible to many more people, thus becoming more inclusive. Adoption of Amazon Q will also increase. https://drive.google.com/file/d/1zXTwx5VzkeTugUMlDAibUfVV4MLsWdkw/view?usp=sharing https://github.com/msr2610/neometroapi Here is how I used Amazon Q Developer: Open new chat in Amazon Q Developer Give a new "/dev" command and provide following prompt: a) From Java code file (Neocontroller.java), pick up all routes After this, Amazon Q Developer correctly generates a markdown file with description for each route in Hindi. Paste this file in a Docusaurus project and you have documentation of API (or your application screens) in non-English, regional language ! Team submission: Mandar Risbud (mrisbud@gmail.com)  ( 3 min )
    I Got Laid Off Recently, So I'm Letting Go of the Project I Believed In the Most
    A few months ago, I got laid off. I spent the whole night trying to migrate a legacy codebase, wrestling with ancient Redux Toolkit patterns and chasing weird bugs, only to wake up the next day to a layoff I never saw coming. Long story. But that’s how quickly things flipped, both my day and finances. Since then, I’ve been applying to jobs, following leads, and doing what I can to stay afloat, even diving deeper into Rust, building side projects like daemons and SDKs to keep growing. But there’s one thing I kept thinking about, a project I’ve poured months of love into: Potatoe Squeezy. It actually started from a small birthday idea, why can’t people just tip you on your birthday via GitHub using Solana, maybe through a Chrome extension? The same way Telegram lets you gift Premium, or X …  ( 5 min )
    How to use tools on Quality Inspection Tests
    If your inspections rely on physical tools, tracking them doesn’t need to be manual or messy. This video walks you through how to set up, assign, and record tool usage using the Quality Inspector for Business Central. See how to define physical tools or specific items in your system with serial numbers. You can also link tools to Business Central records like fixed assets, items, or resources, and even mark some tools as “required” so inspectors must enter a serial number during testing. Learn how to assign physical tools to individual test steps within your inspection templates. This session shows how to open a checklist, pick a test, and select the tools for that specific measurement. Required tools get flagged if left blank, so nothing gets missed during the inspection process. See how users can mark tools as used, enter serial numbers (especially for required tools), and get visual feedback—like red highlights when a tool ID is missing, helping maintain traceability and compliance. Check all features and benefits: QCforDynamics  ( 3 min )
    You’ve Been Using Slice and Splice Wrong Your Whole Life — Here’s the Real Difference!
    Slice, Splice, and Others in JavaScript — Explained Simply! If you're diving into JavaScript, you've probably come across array methods like slice() and splice() and thought... "Wait, what’s the difference?" You’re not alone! These two often confuse beginners — and even experienced devs sometimes need a refresher. In this article, we’ll break down slice(), splice(), and some other important array methods like push(), pop(), shift(), and unshift() in JavaScript. Let’s spice things up and get slicing! slice() – Non-destructive Copy Purpose: Extract a portion of an array without modifying the original. Syntax: array.slice(start, end); start: The index where the extraction begins. end (optional): The index where extraction ends (not included). Example: const fruits = ['🍎', '🍌', '🍓', '🍇'…  ( 4 min )
    The 3 AM Alert That Wasn't Actually a Problem
    By Soumyajyoti, Senior Software Engineer @ ProtectAI It's 3 AM. Your phone buzzes aggressively with an alert notification: DatasourceNoData | 𝗙𝗜𝗥𝗜𝗡𝗚 Half-asleep, you grab your laptop, VPN into your infrastructure, and... everything's fine. No pods are crashing, no services are down, and CPU/memory usage across the cluster is normal. You've just been woken up by a false alert caused by a temporary blip in your monitoring system. If this sounds familiar, you're not alone. Many Kubernetes operators and SREs face this exact challenge: how do you create robust monitoring alerts that catch real issues but don't wake you up for temporary glitches? In this post, I'll share practical techniques our team developed for building reliable Grafana alerts for Kubernetes environments that strike th…  ( 5 min )
    • طراحی واکنش گرا چیست؟ طراحی سایت های بهینه شده برای موبایل
    طراحی واکنش گرا یعنی وب سایت به طور خودکار با اندازه های مختلف صفحه نمایش هماهنگ می شود. این امر باعث نمایش درست سایت در گوشی، تبلت و کامپیوتر می گردد. امروزه، طراحی وب سایت به یکی از ارکان اصلی موفقیت کسب وکارها تبدیل شده. یکی از مفاهیم کلیدی در این زمینه، طراحی واکنش گرا (Responsive Design) هست. تا حالا به این فکر کرده اید که چرا بعضی وب سایت ها در همه دستگاه ها به خوبی نمایش داده می شوند و برخی دیگر نه؟ @media (max-width: 768px) { body { background-color: lightblue; } .container { padding: 10px; } } در این مثال، اگر عرض صفحه نمایش کمتر از 768 پیکسل باشه، رنگ پس زمینه و حاشیه های کلاس "container" تغییر می کنن. این قابلیت به طراح ها کمک می کنه تا تجربه کاربری بهتری رو فراهم کنن و مطمئن بشن که وب سایت در هر دستگاهی به خوبی نمایش داده می شه. در ادامه، به بررس…  ( 33 min )
    Kill Team Sidekick - A tool for tracking points in your Kill Team game
    https://killteamsidekick.app Has been way to long since I created a hobby/side project, so I decided to create a simple web app for tracking points in the board game Kill Team from Games Workshop. It's called Kill Team Sidekick. It's a SPA PWA built in Svelte and TypeScript. It's compiled statically now but can be changed to have a back end, should I need it for future features. First time building in Svelte and I'm pleasantly surprised. Uses a Material UI as a base for the design. Hosted on AWS. If you have any suggestions, comments or feedback then please share. I'm always open to hear what others think. Very happy with the results. I'm in love with PWA's and, unpopular opinion, I (still) think it's the future of smart phone apps.  ( 3 min )
    How to Set Default Template Parameters in C++ for Templates?
    In C++, template programming allows for great flexibility by enabling developers to write generic and reusable code. One common requirement is the need to specify default template parameters when using template templates. If you have a function that utilizes a template template parameter, you may want to provide default types for those parameters, particularly when dealing with standard containers like std::unordered_map. Understanding Template Template Parameters Before we dive into the solution, let’s clarify what template template parameters are. A template template parameter is a template that takes other templates as parameters. For example, when you declare template typename Map>, you are saying that Map itself is a template that accepts two type pa…  ( 4 min )
    Exploring the World of Blockchain Technology
    Abstract This post takes a deep dive into blockchain technology—from its foundational principles to its revolutionary applications and future prospects. We explore history, fundamental components, key use cases, technical challenges, and industry innovations. With clear explanations, tables, and bullet lists, this article offers both technical insights and easily accessible information. We also provide valuable links to resources such as what is blockchain, decentralization in blockchain, and critical Dev.to analyses that expand on the funding and interoperability challenges faced by blockchain projects. Blockchain technology has rapidly evolved from powering cryptocurrencies like Bitcoin to becoming a transformative force across many sectors. This decentralized digital ledger ensures tr…  ( 7 min )
    Leetcode - 124. Binary Tree Maximum Path Sum
    When working with binary trees, it's common to process each node with post-order traversal (left → right → root). But when the goal is to find the maximum sum of any path, including those that may start and end at any node, we need a careful approach to handle different types of path combinations. The main idea is to use depth-first search (DFS) and, at each node, calculate: The best path that can be used to extend to the parent (choose either left or right subtree). The best complete path that can split at the current node (includes both left and right subtrees). We track a global variable res to store the maximum sum seen so far. Here’s the breakdown: For each node, recursively calculate the maximum sum path from the left and right subtrees. If a child path gives a negative sum, ignore i…  ( 8 min )
    Bungie has motion to dismiss Destiny 2 copyright lawsuit denied over 'vaulted' campaign storyline
    TL;DR: Bungie’s bid to toss out a Destiny 2 copyright lawsuit got shot down by the Eastern District of Louisiana. The dispute centers on two “vaulted” campaigns—The Red War and Curse of Osiris—that plaintiff Matthew Kelsey Martineau says lifted key character and faction details from his 2013–14 WordPress posts. Bungie tried to use gameplay videos, wiki pages and an affidavit (since the original code no longer runs) as “accurate reproductions,” but the court refused to treat third-party materials as a substitute for side-by-side comparison. With no way to show the vault-deleted content, the motion to dismiss was denied and Martineau’s infringement claims move forward.  ( 3 min )
    EA says Apex Legends revenue will drop 40% this year making it one of the biggest declines in the game’s history
    // Detect dark theme var iframe = document.getElementById('tweet-1920269695615217821-449'); if (document.body.className.includes('dark-theme')) { iframe.src = "https://platform.twitter.com/embed/Tweet.html?id=1920269695615217821&theme=dark" }  ( 3 min )
    Method Binding in NestJS: What It Is and When to Use It
    In NestJS development—a Node.js framework focused on modular architecture and class-based design—one concept that can confuse developers is method binding. This blog post explains what it is, when it matters, and how to handle it properly. In JavaScript and TypeScript, the value of this inside a method can change depending on how and where the method is called. Method binding refers to ensuring that this inside the method always points to the correct class instance, especially when the method is passed as a callback. setInterval @Injectable() export class MyService { private count = 0; increment() { this.count++; console.log('Count:', this.count); } start() { setInterval(this.increment, 1000); // 'this' is undefined here } } In this example, this.increment lo…  ( 3 min )
    Newborns living near trees tend to be healthier and new data suggests it’s not because healthier people reside near parks
    TL;DR: A Drexel University study dug into data from Portland, Oregon—tracking over 36,000 trees planted between 1990–2020—and found that mothers living within 100 meters of newly planted trees tend to have heavier, healthier babies. After controlling for factors like income, education and BMI, researchers saw each new tree bump birthweight by about 2.3 grams; hanging out near ten or more trees equated to a roughly 50-gram gain, plus lower risks of pre-term and small-for-gestational-age births. What’s cool is that this goes beyond just big old parks: even new saplings make a difference, hinting that planting trees is a simple, low-cost public-health win. Established trees also helped buffer road-density effects (think less noise and pollution), and the team thinks part of the benefit comes from the stress-busting “soft fascination” of green surroundings. The authors call for randomized trials, but treating tree-planting as a natural experiment already makes a strong case that more greenery = healthier starts to life.  ( 3 min )
    "Two-way communication breakdown" Study reveals AI chatbots shouldn't be relied on for health advice
    "Two-way communication breakdown" Study reveals AI chatbots shouldn't be relied on for health advice - PC Guide The chatbot failed to identify health conditions, and participants often omitted key details, suggesting a "two-way communication breakdown." pcguide.com  ( 3 min )
    Why is msgget() throwing 'No such file or directory' in IPC?
    Understanding the Error with Message Queues in IPC Inter-Process Communication (IPC) is a key aspect of programming that facilitates communication between different processes. One common method for IPC is using message queues, which allow processes to send and receive messages in a structured way. However, as you dive into IPC programming, you may encounter errors such as msgget() returning No such file or directory. In this article, we will explore why this error occurs and how to resolve it. What Causes the Error? Before we delve into the solution, it’s crucial to understand the source of the error. The function ftok() is used to generate a unique key for the message queue based on a pathname and a project identifier. If the pathname provided to ftok() does not exist, or the process does…  ( 5 min )
    Code Review Exercises That Actually Work: Python Edition (Junior to Senior)
    In the last post, we focused on Java and how to evaluate code review skills across different levels of engineering experience. In this post, we shift gears to Python, a language known for its simplicity—and sometimes the unintended complexity that follows. This post includes: A Python code review style guide to share with candidates Three code review examples (junior, mid, and senior) Key things for interviewers to evaluate beyond syntax Python is deceptively simple. Bad code often works, until it scales or needs to be maintained. A good Python developer: Writes readable, idiomatic code Avoids hidden performance issues Uses standard libraries effectively Knows the tradeoffs of dynamic typing This style guide should be shared with interviewees at the beginning of the exercise: Follow PE…  ( 4 min )
    From DORA to collab.dev: Evolving Development Metrics for the AI Age
    DORA metrics have been a longtime industry standard for measuring performance in the software delivery lifecycle. The four key metrics have provided teams with valuable insights into delivery efficiency and stability. But, as AI and automation become integral to development workflows, these traditional metrics no longer provide a complete picture of development performance. DORA metrics provide a framework for measuring software delivery performance through four key indicators: Metric Description What It Measures Why It Matters Deployment Frequency How often code is deployed to production Deployment cadence Higher frequency indicates more efficient delivery processes Lead Time for Changes Time from commit to deployment Process efficiency Shorter lead times indicate better workflo…  ( 4 min )
    Build Dynamic Angular Material Tables in Angular 19+ (With Code Examples)
    Angular Material’s mat-table is a powerful tool for building dynamic, interactive tables in modern Angular apps. In this tutorial, you'll learn how to build a fully functional Angular Material table with: ✅ Pagination ✅ Sorting ✅ Filtering ✅ Row Selection ✅ Custom Styling 🧑‍💻 Check out the full tutorial and working code examples here: 👉 Angular Material Table Tutorial on Djamware.com Happy coding!  ( 2 min )
    🔵 Chapter 02 – Ruby Language Fundamentals (Line by Line for Absolute Beginners)
    Welcome to Chapter 02 of my learning journey through scripting and offensive security. I’m not just learning to code — I’m learning to build, document, and explain. Hacking with Go, but reimagined in Ruby and Swift, with step-by-step examples and real-world analogies to help anyone understand — even if you’ve never written a single line of code. 📦 Variables (how to store information) 🔁 Loops (how to repeat actions) 🔀 Conditionals (how to make decisions) 🧠 Functions (how to reuse logic) 💬 Input/Output (how to talk to the user) name = "Alice"age = 30 We’re storing data in memory using variables. name holds the string "Alice" age holds the number 30 Think of variables like stickers you put on boxes — the name tells you what’s inside. 3.times do puts "Knock knock!"end 3.times runs…  ( 4 min )
    The Evolving WordPress Data Layer: Exploring the REST API and Beyond
    WordPress developers, are you leveraging the REST API for your projects? 🤔 My new blog post provides a comprehensive look at the WordPress data layer and its exciting future. Let's discuss! Read it here: https://farhanali.me/the-evolving-wordpress-data-layer-exploring-the-rest-api-and-beyond/  ( 2 min )
    آموزش کار با آرایه ها در سی شارپ: از مقدماتی تا پیشرفته
    • آموزش کار با آرایه ها در سی شارپ: از مقدماتی تا پیشرفته Length رو معرفی کرده که تعداد عناصر موجود در آرایه رو به شما می ده. این ویژگی خیلی ساده و کاربردیه و می تونه در موقعیت های مختلف به دردتون بخوره. Length، فقط کافیه نام آرایه رو به همراه این ویژگی بنویسید. فرض کنید شما یک آرایه از نمرات دانش آموزان دارید: length مقدار 5 رو دریافت می کنه که نشون دهنده تعداد عناصر موجود در آرایه scores هست. این اطلاعات می تونه به شما کمک کنه تا هنگام پیمایش یا انجام عملیات روی آرایه ها، از بروز خطاهای احتمالی جلوگیری کنید. Length همیشه یک عدد صحیح غیر منفی رو برمی گردونه. بنابراین، قبل از اینکه بخواهید عملیاتی روی آرایه انجام بدید، می تونید با استفاده از این ویژگی اطمینان حاصل کنید که آرایه خالی نیست و عناصر مورد نظرتون رو داره. for (int i = 0; i < scores.Length; i++) if (found) // پیاده سازی جستجوی دو…  ( 32 min )
    Simple Root Detection: Implementation and verification
    Read on Medium  ( 2 min )
    Simple Root Detection: Implementation and verification
    Read on Medium  ( 2 min )
    Permit.io
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined What I Built Demo Project Repo My Journey Using Permit.io for Authorization  ( 2 min )
    Elon Musk’s Influence on Open-Source Innovation: Fueling the Future of Collaborative Technology
    Abstract: This post takes a deep dive into Elon Musk’s impact on open-source innovation. We explore how Musk’s high-profile ventures—including OpenAI, Tesla, SpaceX, Neuralink, and The Boring Company—have contributed to technological collaboration, transparency, and community-driven progress. By examining the history, core concepts, practical examples, challenges, and future prospects, we reveal how Musk’s approach to open-source projects is transforming industries from automotive software to space exploration and neurotechnology. The article includes tables, bullet lists, and authoritative hyperlinks for enhanced clarity and SEO. Elon Musk has long been synonymous with revolutionary ideas in technology and engineering. Beyond his well-known ventures in electric vehicles and space travel,…  ( 9 min )
    T3AL – Best TYPO3 AI Extension for Translating XLIFF Files
    If you're tired of manually translating TYPO3 extensions, it’s time to meet T3AL – TYPO3 AI XLIFF Localization Extension. Built with modern TYPO3 workflows in mind, T3AL helps developers and editors speed up the process of translating XLIFF files using the power of AI — all directly from the TYPO3 backend. Whether you're working on multilingual sites, government portals, or custom TYPO3 solutions, T3AL makes TYPO3 XLIFF localization smarter and easier. One-Click AI Localization Instantly translate multiple XLIFF files in bulk — no copy-paste or manual file edits. Manual Overrides Fine-tune and adjust AI-generated translations to meet your tone and accuracy needs. Crowdin Integration Seamlessly push or pull translations between TYPO3 and Crowdin for better team collaboration. Easy Import/Export Move XLIFF files in or out of TYPO3 to connect with external systems or translation teams. AI Logs + Rollback View detailed AI activity logs and revert to previous versions with one click. Saves hours on repetitive translation work Helps teams deliver multilingual TYPO3 sites faster Ideal for developers, content editors, and localization managers Built for TYPO3 XLIFF workflows and standards Ready to simplify your TYPO3 translation process? Start your 15-day free trial of T3AL and see how easy TYPO3 XLIFF localization can be. 🔗*Start Free Trail Now *- https://t3planet.de/t3al-typo3-erweiterung  ( 3 min )
    Does Ruby Support Tail Call Optimization (TCO) in Functional Programming?
    In functional programming, recursion is a fundamental concept often utilized to solve various problems. This leads us to the discussion of Tail Call Optimization (TCO). This optimization allows a function to call another function, or itself, without requiring a new stack frame, effectively reducing overhead and memory usage. While many functional languages utilize TCO to enhance performance, it raises an important question: does Ruby implement tail call optimization? Understanding Tail Call Optimization (TCO) TCO is key in functional programming for several reasons. When a function calls another or itself as its last action, traditional languages allocate a new stack frame for each call, which can lead to stack overflow or excessive memory use. TCO allows the programming language to reuse …  ( 4 min )
    AWS architecture
    A post by Shelner  ( 2 min )
    🌐 I Built a Google Homepage Clone Using Just HTML and CSS! 🧑‍💻
    Hey everyone! I'm super excited to share a small but satisfying project I completed today: a Google homepage clone built using only HTML and CSS. 🎉 🚀 Why I Did This As someone who's on a journey to become a better front-end developer, I thought recreating iconic websites would be a great way to practice. And what better place to start than with one of the cleanest and most minimalist designs on the internet—Google’s homepage! 🔍✨ 🛠️ What I Used HTML for the structure 🧱 CSS for styling and layout 🎨 No JavaScript this time (keeping it simple!) ⚙️ 🎯 Key Features Centered Google logo 🖼️ Search input box with shadow 🔳 Two classic buttons: "Google Search" and "I'm Feeling Lucky" 🎲 Responsive design for smaller screens 📱 Clean and minimal layout, just like the real deal ✅ How to use Flexbox to center elements perfectly Creating a minimalistic UI with clean CSS The power of spacing and alignment in good design Small touches like hover effects and shadows really enhance the UI ✨ 📌 What’s Next? I plan to continue this mini-series by cloning other popular websites to sharpen my front-end skills. Maybe next up: Netflix or Instagram Login Page? Stay tuned! 📺📸 Thanks for reading! Let me know your thoughts or if you've tried something like this. Would love to connect and grow with the dev community. 💬❤️  ( 3 min )
    A really good intro to API's
    What Are APIs? A Beginner’s Guide for Aspiring Devs Miss Mbali ・ May 8  ( 2 min )
    Building a conversational AI tool for real-time analytics
    Tinybird just announced Explorations, a new conversational UI feature in Tinybird to explore and interact with your data using natural language. Instead of writing complex SQL queries or manually building dashboards, you just ask questions of your data and get answers. You type simple, natural-language questions directly into the interface. It translates your questions into contextualized SQL queries automatically. The result is displayed visually as tables and charts. Why is it useful? Data is often large, messy, and unstructured. You have to spend a lot of time studying the schema or SELECT * … LIMIT 1 to figure out its shape. Then you have to constantly check the SQL reference and iterate your queries to get things right. When data is complex, this is a huge time drain. E…  ( 7 min )
    Why I Ditched Apple Remote Desktop: A DevOps Engineer's Journey to Smarter Mac Management
    Intro: Apple Remote Desktop (ARD) might've been cool in 2010. But today, it feels like managing a modern Mac environment with a rotary phone. No logging, no alerts, clunky performance, and good luck if your team’s outside your local network. I hit a breaking point as a DevOps engineer supporting hybrid teams using Macs for testing and builds. I needed real-time access, reliable performance, and automation hooks. So I did what most of us do when we’re fed up—I built a workaround, failed at it, and then finally found a smarter way. ARD is stuck in the past. It assumes you're on the same network. It’s slow over VPN, doesn’t scale, and worst of all—it asks for manual approvals and fails silently when permissions aren’t set right. I tried workarounds: SSH tunneling + VNC servers ZeroTier for …  ( 4 min )
    How to Fix Flow Usage Issues in Kotlin ViewModel?
    In this article, we are addressing a common challenge faced by Kotlin developers when working with Coroutines and Flows in ViewModels. Specifically, we will explore how to properly invoke a Flow from a use case class without requiring .invoke(), ensuring that we can seamlessly handle streaming data. Understanding the Flow in Kotlin Flows are a powerful component of Kotlin's Coroutines that allow you to work with asynchronous data streams. They are cold, meaning they don't start emitting values until they are collected. Therefore, it's essential to understand how to properly invoke and collect from these Flows in your ViewModel. Your Use Case and ViewModel Code You mentioned you have a use case class structured like this: class TestUseCase @Inject constructor(private val repo: Repository) {…  ( 4 min )
    Why I’m Building a Free Study Platform for Bihar Board Students — And How You Can Help!
    Hey everyone! TheCampusCoders, and today I want to share something close to my heart. For years, I’ve seen students from small towns like mine—Bihar—struggle to find organized, reliable study material for Bihar School Examination Board (BSEB), especially for Class 12th. Whether it's past year papers, chapter-wise tests, proper notes, or even just motivation—resources are scattered, outdated, or behind a paywall. That’s why I decided to do something about it. I’m building a free, open-source platform where students can find: 🔍 Previous Year Papers with clean, categorized solutions 🧪 Chapter-wise and Subject-wise Tests 📖 Notes that are actually helpful 🎯 Quizzes and Practice Sets 🙋‍♂️ User Dashboard to track progress Everything will be open-source, transparent, and community-driven. —…  ( 4 min )
    The Day I Discovered List Comprehension
    It was one of those late-night coding marathons. for loop, something felt... heavy. squares = [] for _ in range(10): squares.append(_ * _) Wait... I wasn’t even using the variable for anything besides its own value. 👀 The Realization squares = [ _ * _ for _ in range(10) ] That’s it? That’s legal? .append(). No unnecessary scaffolding. ✅ Cleaner 🧐 Why it works: Want to filter as well? evens = [ _ for _ in range(20) if _ % 2 == 0 ] Compare that to the old-fashioned way, and it’s no contest. 🚫 Never Again... for loops for simple list building. ✨ Moral of the Story: What would a list comprehension do? 😎 🔗 Curious about using _ in Python loops? http://bhuvaneshm.in/dev-post/2  ( 3 min )
    Programming language of the future
    The IT industry changes faster than any other industry, due to the flexibility of how information is exchanged and processed. And so do the languages, with which programmers express their intentions to a computer. But it is my impression, that the development in this space becomes more and more like searching for a local minimum, in a space constrained by previously adopted abstractions, and the limitations that come from them. There is nothing wrong with that, but what interests me is - can we have revolutionary progress, instead of evolutionary? If it is possible, it would take questioning the assumptions made until this point, challenging our very viewpoint. So, let us engage in some critical thinking. Image source Let's examine the most general type of program. It takes requests, usua…  ( 5 min )
    How to Create an ESLint Config Package in Turborepo
    In a growing monorepo, maintaining consistent code quality across multiple apps and packages is crucial. One powerful way to do this is by creating a shared ESLint config package. In this post, I’ll walk you through how I set up a reusable ESLint config inside a Turborepo-based monorepo — perfect for full-stack projects using TypeScript, React, and Node.js. ✅ Related: How to Create a TypeScript Config Package in Turborepo @dtr-cli/eslint-config Package 1. Create a Package Folder Inside your packages folder, create a new directory for the ESLint config package: mkdir -p packages/eslint-config cd packages/eslint-config npm init -y package.json with a proper name and export map: { "name": "@dtr-cli/eslint-config", "version": "0.0.1", "description": "Shared Eslint conf…  ( 4 min )
    How to Create a Streaming App for Apple TV: A Beginner’s Guide
    Introduction Have you ever wanted your own channel on Apple TV? Maybe you run a content business, or you’ve got a video library you’d love to stream to living rooms worldwide. Good news — it’s very possible! With the right tools and strategy, you can create Apple TV streaming app without needing to be a coding wizard. In this beginner-friendly guide, we’ll walk you through the basics of building a streaming app for Apple TV, from choosing your content type to submitting your app to the App Store. Apple TV has exploded in popularity, giving businesses, creators, and streamers a way to deliver video directly to viewers’ living rooms. By building your own app, you can: Showcase your video content on a premium platform. Reach a highly engaged, media-savvy audience. Build brand recognition on…  ( 4 min )
    Open Source Sponsorship and Backing: Fueling Innovation in the Digital Age
    Abstract Open source software forms the backbone of modern digital innovation. In this post, we delve into the evolution, core concepts, and practical applications of open source sponsorship and project backing. We explore how these funding models empower developers, ensure long‐term sustainability, and drive forward infrastructure—from blockchain and NFTs to enterprise systems. With historical context, a discussion of inherent challenges, and an outlook on emerging trends, this guide provides actionable insights for technical experts, developers, and decision-makers alike. Learn how mechanisms such as corporate sponsorship models, grant funding, and open collaboration are transforming the future of open source innovation while addressing sustainability and security challenges. In today’s…  ( 9 min )
    🚀 Introducing Stock-Eazy: Your Friendly Stock Market Guide!
    Hey there! 👋 Ever felt lost in the world of stocks? We've got you covered! Stock-Eazy is your friendly guide to the stock market, breaking down complex financial jargon into simple, easy-to-understand language. Think of it as having a knowledgeable friend who explains stocks without the overwhelming technical terms! While the current version is static, I am actively working on enhancing it with more dynamic features and personalized interactions to make your stock market journey even smoother. 🤖 Interactive Chatbot: Get personalized answers to your stock market questions 📊 Stock Comparison: Compare stocks side by side with easy-to-understand metrics 📚 Learning Resources: From basics to advanced concepts, all explained in plain language ⭐ Watchlist: Keep track of your favorite stocks 🧮 P/E Ratio Checker: Understand if a stock is overvalued or undervalued 🆕 Beginners who want to start investing 📈 Intermediate investors looking to refine their knowledge 🔍 Anyone who wants to make informed investment decisions Visit our MVP: Stock-Eazy I believe everyone deserves to understand the stock market, regardless of their financial background. No more confusing jargon, no more overwhelming data - just simple, clear explanations to help you make better investment decisions! Join me on this journey to make stock market investing accessible to everyone! 🚀 StockMarket #Investing #FinancialLiteracy #Stocks #InvestingMadeEasy  ( 3 min )
    [Boost]
    🌟Top 5 AI Agent Frameworks in 2025🌟 Necati Özmen for VoltAgent ・ May 8 #webdev #javascript #beginners #ai  ( 2 min )
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    Easily handle concurrency: Concurrency programming model of Cangjie language under HarmonyOS Next
    In scenarios such as smart terminals, Internet of Things, edge computing, etc., concurrency capabilities have become a key element of modern application development.Especially in a new ecosystem of HarmonyOS Next, which emphasizes multi-device collaboration and real-time response, how to write secure and scalable concurrent programs in a simple and efficient way has become an important challenge for developers. Fortunately, Cangjie has created an elegant and efficient model for concurrent programming, which significantly reduces the difficulty of development.As an engineer who has been involved in the HarmonyOS Next project for a long time, I will combine practical operations to take you into the depth of the power of Cangjie's concurrency model. Cangjie Language abandons the heavyweight d…  ( 5 min )
    Play with paradigm switching: Cangjie's functional and object-oriented combat under HarmonyOS Next
    If the powerful type system and type inference have laid a solid foundation for Cangjie language, then its flexible integration in multi-paradigm programming has truly given developers great freedom and creativity. In HarmonyOS Next application development, I personally experienced: whether it is complex business modeling, concurrent processing, or data flow, as long as the functional and object-oriented paradigms are switched reasonably, Cangjie can always express clear and efficient logic in the most elegant way. In this article, let me take you to explore: how to play with different programming paradigms in Cangjie and master the best practices in actual development. In Cangjie, the function is "first-class citizen".This means: Functions can be assigned, passed, and returned like ordina…  ( 5 min )
    HarmonyOS Next development essentials: efficient type system and type inference of Cangjie language
    In the process of using Cangjie language to develop HarmonyOS Next applications, I became more and more aware that the design of a type system directly determines the development efficiency and program reliability of a language.Cangjie did a very good job in this regard. He not only had a powerful static type system, but also greatly reduced the development burden through intelligent type inference. In this article, I will combine the actual development experience to learn more about the type system and type inference mechanism of Cangjie language, and how to write more concise, safer and more efficient code through them. Cangjie is a statically typed language, that is, the types of variables, functions, and expressions are determined at compile time, rather than dynamically determined at …  ( 5 min )
    How Smart Factories Are Using AI to Revolutionize Production Scheduling and Cut Costs
    Forget whiteboards and gut feelings. AI’s now the plant manager you wish you had — 24/7, tireless, and really into data. Introduction: The Need for Smarter Scheduling In the fast-paced world of manufacturing, traditional scheduling methods often fall short in addressing the complexities of modern production environments. Enter Artificial Intelligence (AI), poised to revolutionize production scheduling by offering dynamic, data-driven solutions that adapt in real-time. Traditional scheduling methods can lead to: Increased operational costs due to inefficiencies. Extended lead times are affecting delivery schedules. Underutilized resources, leading to wasted capacity. These inefficiencies can result in significant financial losses and decreased customer satisfaction. AI to the Rescue: Tran…  ( 4 min )
    Enter Cangjie Language: A new generation development experience under HarmonyOS Next
    As HarmonyOS Next gradually matures, developers have put forward higher requirements for programming languages ​​under the new ecosystem: they must not only develop efficiently, but also ensure performance and security, and can easily adapt to complex scenarios of smart terminals, edge computing and cloud collaboration.Against this background, Cangjie language (Cangjie) came into being. As an engineer who actually participated in the development of HarmonyOS Next application, I deeply felt in the process of using Cangjie language that this is not just a simple language replacement, but a complete innovation from language design to development experience.In this article, I will combine practice, starting from language characteristics, paradigm support to basic grammar, to take you to truly …  ( 5 min )
    Quick Guide — Adding User Authentication to Your Streamlit App
    This post is a condensed summary of my full article “3 Ways to Implement User Authentication with Streamlit.” If you want the code samples and a deeper trade-off analysis, head over to the complete piece. Streamlit makes it almost absurdly easy to turn a Python script into a living web application, but unless your tool is a one-off demo, you need to know who’s using it. Below is a whistle-stop tour of the three approaches to authentication, distilled from a longer piece I just published. Use it to pick the right path, then head over to the full article for hands-on code and deeper trade-offs. What it is The protocol Streamlit now supports natively (≥ v1.32). Login is delegated to any OIDC-compliant identity provider — Google Identity, Auth0, Azure AD, Okta, Keycloak… Why do teams like it…  ( 4 min )
    How to Communicate Between CPLD and FPGA?
    Communication between a CPLD (Complex Programmable Logic Device) and an FPGA (Field-Programmable Gate Array) depends on the required speed, complexity, and available I/O resources. Below are common methods, along with their advantages and trade-offs. 1. Parallel Bus (Fast & Simple) Add control signals like: CLK (synchronization clock) WR (write enable) RD (read enable) CS (chip select) ACK (acknowledge handshake, if needed). Pros: Cons: Example Connection: FPGA (Master) CPLD (Slave) ------------------------- DATA[7:0] DATA[7:0] ADDR[3:0] --------> ADDR[3:0] WR --------> WR RD --------> RD CS --------> CS CLK --------> CLK 2. Serial Communication (Saves Pins) 4-wire protocol (SCLK, MOSI, MISO, SS). Supports full-duplex communicatio…  ( 4 min )
    Getting my feet wet with Crossplane
    In the early days of IT, we manually configured servers–each one a precious snowflake, lovingly maintained and documented. But the size of the infrastructure grew and this approach couldn't scale. Chef and Puppet popularized the idea of Infrastructure-as-Code: engineers would define the state of the machine(s) in text files, stored in Git–hence the name. A global node would read these files to create a registry. Then, a local agent on each machine would check the desired state at regular intervals, and reconcile the current state with the registry. The first generation of IaC managed the state of existing machines but assumed the machine was already there. The migration to the Cloud created another issue: how do you create the machine in the first place? Another IaC tool appeared in the fo…  ( 7 min )
    5 Common Cloud Threats Exploiting Agentic AI Systems
    Before integrating this advanced technology into your cloud environment, it’s critical to understand the associated security risks and how adversaries are targeting these intelligent systems. Unlike conventional AI models, Agentic AI operates with high autonomy—learning in real-time, making decisions, and executing tasks without human intervention. This translates to: Smarter automation across infrastructure and operations Data-driven decisions with contextual insights from LLMs Responsive cloud strategies that adapt to market shifts Proactive threat detection through self-monitoring behaviors Cost-efficient resource allocation guided by predictive analysis These benefits, while significant, also expose the system to unique forms of cyber exploitation. Agentic AI systems rely on continuous…  ( 4 min )
    Building Scalable Applications with Node.js
    Building Scalable Applications with Node.js Scalability is a critical factor in modern web development. As applications grow, they must handle increasing traffic, data, and user demands without compromising performance. Node.js, with its non-blocking, event-driven architecture, is an excellent choice for building scalable applications. In this guide, we'll explore best practices for scaling Node.js applications, covering architecture, performance optimization, and deployment strategies. Why Node.js for Scalability? Node.js is built on Chrome’s V8 JavaScript engine and uses an event loop to handle asynchronous operations efficiently. This makes it ideal for I/O-heavy applications like APIs, real-time services, and microservices. Key advantages include: Non-blocking I/O – Handles multiple co…  ( 4 min )
    Testing Account Verification with Cypress
    Who should perform account verification testing? Account verification is used primarily to confirm that the information defining the account is accurate and represents a real person, company, or other organization. It’s an important step for combating fraud, especially with accounts that deal with any financial transactions. It’s also a helpful tool for removing bot and spam accounts, which can otherwise waste resources and introduce security vulnerabilities. In many account verification systems, the process is something like this: a user inputs their information into a form, the system creates an unverified account based on that form, and then the account is verified - often with an automated email or SMS sent to the email address or number the user provided on sign-up. Once the user has …  ( 7 min )
    🚀 Node.js 24 Update: What Developers Need to Know
    As a Node.js developer, staying up to date with the latest version is crucial to optimizing performance, security, and overall development efficiency. With the release of Node.js 24, there are some exciting new features and improvements that are sure to impact our workflow. Here’s a breakdown of what I’m most excited about: ⚡ Performance Improvements 🔐 Security Upgrades 📦 npm 11 Integration 🧪 Async Context Improvements 🛠️ Developer Tools & Diagnostics For those of us working on high-performance apps, this release should bring noticeable benefits. If you haven’t already, it’s time to start experimenting with Node.js 24 in your projects! NodeJS24 #WebDev #BackendDevelopment #JavaScript #npm #AsyncProgramming #DeveloperTools #NodeJS  ( 3 min )
    Bug of the week #8
    Welcome to the next pikoTutorial ! The error we're handling today is a C++ compilation error: error: use of deleted function X In C++, the error occurs when you try to invoke a function that has been explicitly marked as deleted or implicitly deleted by the compiler. This error commonly arises in relation to special member functions such as constructors, copy constructors, assignment operators etc. Functions can be explicitly deleted by the programmer to prevent certain operations or they can be implicitly deleted when certain conditions make them invalid (e.g. if a class member is non-copyable). Fixing depends on the situation in which the error occurred. Below you find some examples of such situations. In C++ every function can be explicitly deleted, for example: class File { public: …  ( 4 min )
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    🧠 40 System Design Questions That Could Land You a $150K Job in 2025 💰 Hadil Ben Abdallah for Final Round AI ・ May 5 #design #interview #programming #career  ( 2 min )
    How to Fix Default Constructor Issues in Unity for Structs?
    Introduction In Unity development, you may encounter issues with types not being recognized correctly, especially when you import libraries via NuGet. A common situation arises when you have a struct, like GZipCompression, which implements an interface but does not seem to expose its default constructor. This article discusses why this issue occurs and provides step-by-step guidance on how to resolve it, particularly in relation to Unity's handling of types and the default constructor. Why the Default Constructor Issue Occurs Unity and .NET use certain optimization techniques when compiling code, particularly for structs. When you run typeof(GZipCompression).GetConstructor(Type.EmptyTypes), it returns null because structs are treated differently than classes; they do not declare a construc…  ( 4 min )
    Future of manual testing: Evaluation, Not Elimination
    Future of manual testing in the age of AI: The future of manual testing in the age of AI is not about being replaces. It's about evolving and transforming the role of manual testers. Through AI, testers can be able to perform the repetitive task like test case generation, test execution and basic automations. With help of AI, manual testers can be able to focus on more complex and other activities. AI will become powerful tool that support testers, allowing them to prioritize critical issues and bring human insight to areas AI will miss to identified those issues With help of AI, Manual testers will shift from normal validation tasks to identifying the edge cases and evaluating software from real world prespective. There will be a growing synergy between manual testers and AI. Testers will contribute to training and refining AI models, ensuring they align with actual user needs. AI will help manual testers to more efficient by offering insights through data analysis, defect predication and test prioritization. The manual tester key areas are exploratory testing where unexpected issues may come. UI and accessibility testing which requires manual testers to assess user-friendliness and domain specific testing where industry knowledge is critical. Also the manual testers will need to upskill in areas like data analysis,AI collaboration and communications. The future of manual testing is not just secure but its vital as it blends the precision of AI with the understanding that only human can provides.  ( 3 min )
    🌟Top 5 AI Agent Frameworks in 2025🌟
    AI is evolving fast. AI agents are a key part of this growth. These are AI programs that can reason, plan, and use tools to achieve goals. Building them from zero is hard. Luckily, frameworks and innovative projects are coming out. They handle many complex parts, so developers can focus on the agent's logic. Many tools are available now. Which ones should you look at? We explored several options. Here are 5 that stand out. LangGraph (Python) LangGraph is built on the LangChain ecosystem. It focuses on making stateful applications with multiple actors (like agents) using a graph approach. These workflows can manage loops and branching logic. LangGraph Offers: Graph-Based Structure: Define agent steps and logic as nodes and edges in a graph. State Management: It handles keeping track of…  ( 5 min )
    Connecting to an EC2 Instance from a Windows Laptop: A Step-by-Step Guide
    Introduction Amazon EC2 allows users to run virtual servers in the cloud. If you have an EC2 instance running and need to access it from your Windows laptop, follow these steps to connect securely. Introduction Requirements Before You Start Step 1: Convert Your .pem Key to .ppk Format Step 2: Install PuTTY Step 3: Connect to Your EC2 Instance Using PuTTY Alternative Method: Using Windows Subsystem for Linux (WSL) Connection Timed Out Permission Denied Server Refused the Key Security Best Practices Conclusion Requirements Before You Start An AWS account with an active EC2 instance The key pair (.pem file) used when setting up the instance Administrator access to your Windows laptop The public IP address or DNS name of your EC2 instance Step 1: Convert Your .pem Key …  ( 4 min )
    Expired SSL Certificate? Understand the Impact and Renewal Steps
    Reason for SSL Certificate Expiration Compliance and Regulatory Requirements Expiration of SSL certificates assists organizations in meeting the company's legal and other requirements, such as regulatory compliance and standards. These and other rules and norms, including the Payment Card Industry Data Security Standard (PCI DSS) and General Data Protection Regulation (GDPR), require the updates and renewals of security certificates on the regular basis to provide proper protection for the sensitive data. These regulations make certain that organizations take positive measures to adopt up to date securities; and the periodic renewal of SSL certificates helps meet these requirements. Updates It means that the expiration of the SSL certificate contributes to compliance with the SSL best prac…  ( 5 min )
    Why Upwork Isn’t Enough Anymore. And That’s Okay
    I used to think I just needed to send more proposals. Boost the right gigs. Optimize my profile. But over time, I realized something deeper was off, not just with the platform, but with the entire freelance ecosystem. If you go to Upwork, at first, it looks like jobs are popping up all the time. Feels like opportunity, right? But most of these jobs are low-paying, low-quality, or outright spammy. It's getting disheartening. During the pandemic, I managed to land some gigs after just a couple of proposals (and I was a total noob who had just graduated). I even got a long-term client without having to pay a cent. I actually managed to land a full-time job as a PHP Developer and then I decided to focus only on it after one year. But when I came back to Upwork last year looking to make some ex…  ( 4 min )
    🚀 Stellar Dev Diaries: Episode 2 - Becoming Fundable
    Ever wondered what it takes to build a Web3 startup from scratch? In the Stellar Dev Diaries series, we’re following the journey of a team of developers building on the Stellar Network as they go from hackathon wins to getting funded and launching their product on mainnet. Check out Episode 2: Becoming Fundable Missed Episode 1: Watch it here In this series, we take a deep dive into the experiences of the Freelii team as they build and launch their product on the Stellar Network. Throughout the series, you'll get an inside look at what it takes to go from zero to one: turning ideas into products, getting funded, and scaling a startup in a fast-moving space. Each episode will feature real code examples with walkthroughs of the features the team used and the challenges they encountered along the way. In Episode 2, we explore how the team pivoted from their initial idea into something with broader appeal to secure more hackathon wins. We also hear more about their experiences navigating the grant application process to secure funding from the Stellar Community Fund. On the technical side, we go deeper into the tools that Jose and Joseph used to build the first version of the Freelii remittance chatbot, discussing some key Stellar features that made it possible. In this episode, we dive into: The experience of going from hackathon partners to full-blown entrepreneurs Building a Telegram mini app Leveraging Stellar Anchors for seamless on-ramping Successfully applying for a grant from the Stellar Community Fund Managing early-stage costs to maximize runway Want to know what it takes to build and launch a product in Web3? Then keep watching as we follow José and Joseph on their journey from idea to mainnet. To learn more about the Stellar Anchors feature that we discussed in the episode, check out the tutorials here: ✒️ https://jamesbachini.com/stellar-anchor-platform/ 📺 https://youtu.be/57iZMxAr_1Y To start building on Stellar, check out the developer docs here.  ( 4 min )
    Fundamentals of Manual Testing: Techniques and Approaches
    Common Manual Testing Techniques: Manual testing techniques help to ensure that software should meets the customer requirements, defects and enhance the user experience.The most common methods are below, Black Box Testing: Testing Examples: Acceptance testing,Functional testing and Regression testing. White Box Testing: Testing Examples: Unit testing and Integration testing. Gray Box Testing: Exploratory Testing: Functional Testing: Sanity Testing: Acceptance Testing: Regression Testing:  ( 3 min )
    Dehydrated Fruits: The Future of Sustainable, Scalable Food Production
    As the global demand for healthy, shelf-stable, and natural foods grows, dehydrated fruits have become a key ingredient in the evolving food tech industry. With increasing interest from health-conscious consumers, food manufacturers, and exporters, these fruits offer unique opportunities for businesses looking to innovate and expand their product lines. 🍍 The Process of Dehydrating Fruits Hot Air Drying: The fruit is exposed to heated air, which evaporates the moisture. Vacuum Drying: The moisture is removed in a vacuum chamber under low temperature, which preserves more delicate flavors. Freeze Drying: This involves freezing the fruit and then removing moisture by sublimation, which keeps the fruit intact with a very crisp texture. Each of these methods has its benefits depending on the …  ( 4 min )
    AGILE SCRUM MASTER TRAINING & CERTIFICATION?
    Introduction Agile is not just a buzzword, it's the backbone of successful project delivery in today's fast-paced tech world. Organizations using Agile report a 64% success rate in project outcomes, compared to just 49% in traditional methods. As the demand for Agile professionals grows, Agile Scrum Master Training and Certification will become essential for aspiring project leaders. Whether you're aiming for PSM certification, Certified Scrum Master certification, or looking to step into a Product Owner role, proper training can transform your career. ** Key Learning Areas: Agile principles and Scrum values Scrum roles: Scrum Master, Product Owner, Development Team Scrum events: Sprint Planning, Daily Scrum, Sprint Review, and Retrospective Scrum artifacts: Product Backlog, Sprint Ba…  ( 5 min )
    How to Calculate Current Onhand Inventory in Oracle SQL?
    Introduction Calculating inventory levels in SQL can be tricky, especially when you need to derive values based on previous rows. In your case, we want to compute a new column, Avail_to_fill, which will be the difference between the Onhand quantity and the Qty ordered for each item. This calculation should depend on the preceding row's result. Understanding the Problem The table you provided has several columns: ORDER#, Date, Item, Qty, Onhand, and Avl Fill. The requirement here is to create a new column that shows the available inventory (Onhand minus Qty) line by line and restarts the calculation whenever a new Item is encountered. This behavior can be achieved using Oracle SQL's analytic functions and a common table expression (CTE) for structured queries. This technique incorporates th…  ( 4 min )
    How to Start with Database Migrations
    If you're adjusting your schema or moving platforms, you're doing database migration. Whether small or large, migrations help keep your app in sync with changing requirements. This post gives you practical examples and a walkthrough of tools that simplify the process. 1.Schema Migration Change structure to support new features. Example: ALTER TABLE users ADD COLUMN last_login TIMESTAMP; Use tools like Flyway or Django ORM to track these in code. 2.Data Migration Needed when changing storage engines, consolidating databases, or upgrading versions. Example: INSERT INTO new_customers SELECT * FROM legacy_customers; Run these in batches or use a managed service for large datasets. Add indexes for speed Create constraints for safety Normalize tables for better structure Example: CREATE INDEX idx_user_email ON users(email); Flyway: Write raw SQL, versioned Liquibase: Use XML/JSON changelogs Django: Auto-migrations with Python models AWS/GCP DMS: Ideal for cloud-native migrations Updating your schema, moving data, or shifting databases entirely. Define scope, create backups, test in staging, automate changes. Not for every change, but yes for version control, rollback, and CI/CD pipelines. Loss of data integrity, broken constraints, or downtime. Avoid with dry runs and monitoring. Migrations are part of growing your application the right way. Whether adjusting models or moving cloud platforms, a structured approach with the right tools keeps your data safe. Want to discover more about data migration? Check out the introduction to Database Migration: A Beginner's Guide.  ( 16 min )
    Docker Advance: Mastering Containerization
    As an experienced developer, you're beyond the basics of docker run and docker build. You need to orchestrate complex, production-ready environments with precision. This guide dives deep into creating robust Docker deployments through YAML configurations, advanced networking, and container health management. Docker Compose YAML files are the cornerstone of sophisticated multi-container applications. They provide a declarative way to define your entire infrastructure stack. version: '3.8' services: api: build: context: ./backend dockerfile: Dockerfile.production args: - BUILD_ENV=production image: ${REGISTRY_URL}/myapp/api:${TAG:-latest} deploy: replicas: 3 resources: limits: cpus: '0.50' memory: 512M res…  ( 6 min )
    [Boost]
    Under the hood: What can you learn by building an HTTP Server from scratch? Aghyad Khlefawi ・ May 7 #dotnet #programming #webdev #csharp  ( 2 min )
    How Code Signing Improves User Trust and Download Rates
    In today's digital landscape, software developers face a significant challenge: convincing users that their applications are safe to download and use. As cybersecurity threats continue to evolve, users have become increasingly cautious about what they install on their devices. This is where code signing emerges as a crucial practice for developers looking to build trust and increase download rates. Code signing is a security practice that involves applying a digital signature to software or executable files. This signature is an electronic proof that the code comes from a specific publisher and hasn't been tampered with since it was signed. Think of it like a wax seal on a letter in medieval times—it guaranteed the letter came from the sender and hadn't been opened along the way. Similarly…  ( 5 min )
    Shadow APIs: Understanding the Risk and 6 Ways to Reduce It
    What Is a Shadow API? A shadow API is an application programming interface that is created or used without explicit approval from the organization’s IT or security teams. Shadow APIs can emerge from various sources, including developers experimenting with new features, legacy systems that are no longer officially supported but still in use, or services integrated outside of formal IT channels. This is part of a series of articles about API security Unlike official APIs, shadow APIs lack oversight and governance, making them invisible to the security measures typically applied to known and documented APIs. They operate under the radar of standard security and monitoring practices. Because these APIs were not introduced through sanctioned processes, they are excluded from inventory or documentation efforts. As a result, shadow APIs present significant risks. They are not subjected to regular security assessments, patches, and compliance checks that would normally be part of an API’s lifecycle management in a secure software development environment. Read the full article: Shadow APIs: Understanding the Risk and 6 Ways to Reduce It  ( 3 min )
    Azure Monitor Telemetry Client — Reinvented
    Recently, I was brought on board of yet another project to help build an enterprise-grade IT solution based on Microsoft Power Platform and Azure. Like any well-architected system, the solution required robust observability — the ability to track operational behavior, diagnose issues, and maintain visibility across all components. Naturally, Azure Monitor was the go-to choice. One of the core components of the solution was a custom plugin for Power Platform. To capture application-level telemetry from the plugin, the obvious approach was to use a telemetry client that integrates with Azure Application Insights, a feature of Azure Monitor. By default, Application Insights allows unauthenticated data ingestion — which makes it a potential target for abuse. To address this, the instance was c…  ( 6 min )
    What Really Happens When You Hit "Play" on a Video?
    Clicking the play button on Netflix or YouTube feels instant and effortless. But behind that simple click lies a complex system working in real-time to deliver seamless, high-quality video. Video streaming isn't just file downloading — it's a dynamic process involving segmented delivery, adaptive bitrate logic, and encryption. In this post, we'll explore the inner workings of video streaming Streaming platforms don’t send one large .mp4 file. Instead, the video is broken into small segments, typically 2 to 10 seconds long. This segmented approach enables: Partial and on-demand loading Faster seeking Real-time quality switching Depending on the protocol: HLS (HTTP Live Streaming) uses .m3u8 manifest and .ts segments MPEG-DASH uses .mpd manifest and .m4s segments For example, a two-hou…  ( 4 min )
    Save Hours Managing Ghost with These Python Scripts
    I run the blog at Developer-Service.blog with a self-hosted Ghost instance. As much as I love Ghost and its editor, I've encountered a handful of limitations in the Ghost Admin interface that have slowed me down. Things like: Re-categorizing posts in bulk. Quickly searching posts by title. And many others... Doing some of these things manually, one by one, through the Ghost admin panel wasn’t just inefficient—it was also error-prone. So I wrote three small but powerful Python scripts that leverage the Ghost Admin API using JWT authentication. These scripts saved me hours of clicking and let me manage my content programmatically, with zero guesswork. GitHub repository for all the scripts: https://github.com/nunombispo/GhostContentAPI SPONSORED By Python's Magic Methods - Beyond init and str…  ( 9 min )
    How to Decode Nested JSON Strings in Scala with Circe?
    Introduction Handling JSON in Scala can be challenging, especially when dealing with nested JSON strings. In this article, we explore how to effectively decode a JSON object using Circe, a popular library in the Scala ecosystem. Specifically, we want to extract data from a JSON structure where one of the fields is a string that represents another JSON object. This approach is necessary to ensure that we parse and extract information correctly, allowing us to work seamlessly with complex data structures. Understanding the JSON Structure The JSON object we receive looks like this: {"key": "value", "embedded": "{\"foo\": \"bar\"}"} In this case, the embedded field is a JSON string rather than a direct JSON object. This means that simple decoding techniques may not suffice, and we need to hav…  ( 4 min )
    Open Source Project Investment: A Convergence of Collaboration, Blockchain, and NFTs
    Abstract Open source project investment is rapidly evolving as a convergence of community collaboration, blockchain integration, and NFT-based funding mechanisms. This post discusses the historical background, current innovations, core concepts, practical applications, and challenges that come with investing in open source projects. By highlighting community governance models, blockchain interoperability, smart contract security reviews, and innovative NFT monetization strategies, we explore how these investments are transforming the technology landscape. Additionally, real-world examples, technical details, tables, and key bullet points illustrate the dynamic interplay between funding models and open source sustainability. For further exploration, valuable resources such as Arbitrum and…  ( 8 min )
    The AI Evolution: Why the Spotlight Has Shifted from Single Models to Multimodal Agents
    Artificial intelligence has transformed from basic chatbots spitting out text to sophisticated systems that see, hear, and reason like humans. A decade ago, AI was confined to answering simple queries; today, it analyzes images, interprets audio, and makes decisions in real time. This leap reflects a pivotal shift in AI development: from single models to multimodal agents. Single models, like the text-based GPT-3 or BERT, excel at processing one type of data—text. They powered early chatbots tools but faltered when faced with diverse inputs like images or voice. Multimodal agents, such as GPT-4o or Jeda.ai’s innovative platform, integrate text, images, audio, and more, mimicking human-like understanding. This evolution isn’t just technical—it’s a revolution in how AI interacts with the wo…  ( 11 min )
    The Future of IoT and AI Integration 2025
    IoT and AI integration 2025 takes center stage, industries are leveraging this synergy to optimize operations, reduce human error, and unlock real-time decision-making. IoT refers to the network of interconnected devices that collect and share data, while AI enables these devices to analyze, learn, and make autonomous decisions. The integration of IoT and AI brings intelligent automation to devices, enhancing their ability to adapt, predict, and evolve. From healthcare to agriculture, the powerful duo of IoT and AI is revolutionizing how industries function. Here are the top sectors experiencing a transformation: • Predictive maintenance using AI-driven insights from IoT sensors • Wearables collecting patient vitals with AI diagnosing anomalies • AI-enabled traffic management based on IoT …  ( 5 min )
    Go Programming Language : Basics
    Go (or Golang) is a statically typed, compiled programming language made by Google. It's popular for its simplicity, speed, and built-in support for concurrency. This guide covers Go basics with examples so we can easily come back and revise together. Let's dive into Go—the language powering the cloud! Go requires you to declare variables with specific types, making sure everything is checked at compile time. You can declare them in different ways, with or without initial values. func main() { // Variable with type inference var message = "Hello, Go!" // Short variable declaration (inside functions only) count := 42 // Constant declaration const PI = 3.14 // Zero value (false for bool) var ready bool // Print all values fmt.Println(message, coun…  ( 11 min )
    How to Create Custom Scrollbars with Larger Thumbs in HTML
    Introduction Custom scrollbars can greatly enhance the user experience on your web pages. If you're looking to make your scrollbar's thumb larger than the track in HTML, you're in the right place! Creating customized styles for scrollbars can make your website stand out and offer better functionality. In this article, we will go through how to adjust the scrollbar's appearance by changing the size of the thumb and track separately. Understanding the Scrollbar CSS Pseudo-elements To create a custom scrollbar, you will mainly be using the ::-webkit-scrollbar, ::-webkit-scrollbar-track, and ::-webkit-scrollbar-thumb pseudo-elements. The ::-webkit-scrollbar selector targets the entire scrollbar, while ::-webkit-scrollbar-track styles the track, and ::-webkit-scrollbar-thumb styles the draggabl…  ( 4 min )
    HLD | Network Protocols in Action: How the Internet Communicates
    📌 What are Network Protocols? Network Protocols are a set of rules that define how two systems communicate over the internet. These rules are organized into layers, each with specific responsibilities. Layers of Network Communication (OSI Model) Application Layer Presentation Layer Session Layer Transport Layer Network Layer Data Link Layer (Only Application and Transport layers are the main focus here.) Client-Server Model Protocols These follow a request-response model: the client sends a request, the server responds. Examples: HTTP (Hypertext Transfer Protocol) Used for accessing web pages. Stateless, one-time connection per request. Not secure; use HTTPS for encrypted communication. FTP (File Transfer Protocol) Maintains two connections: Control Connection: persistent, …  ( 4 min )
    The Future of Blockchain Project Funding and Open Source Sustainable Innovations
    Abstract: This post explores the transformative intersection of blockchain project funding and open source sustainable innovations. We review the evolution of funding models—from early donation-driven support to modern decentralized finance initiatives—and dive into technical and financial mechanisms powering global innovations. Through historical context, core features, use cases, challenges, and future prospects, this guide provides a holistic understanding of how community-driven funding and decentralized governance are reshaping the open source and blockchain landscapes. Key real-world examples, such as the Zora NFT Collection, Zed Run NFT Collection, and The Sandbox Assets NFT Collection, illustrate the practical impact of these trends. Blockchain technology and open source innovatio…  ( 9 min )
    Mastering Lambda Expressions, Functional Interfaces, and Streams in Java 8 and Beyond
    Java 8 revolutionized how developers write and think about Java code by introducing functional programming concepts. At the heart of this transformation are Lambda Expressions, Functional Interfaces, and the Streams API. These features together promote a more expressive, concise, and readable way to write code that is powerful, efficient, and scalable. In this comprehensive article, we will dive deep into each of these features, understand the underlying theory, and then walk through practical examples with detailed, line-by-line explanations. Before Java 8, Java was strictly an object-oriented programming language. Functional programming concepts like passing behavior (not just data) as arguments were difficult and verbose. Java 8 brought in a hybrid model, enabling functional programming…  ( 5 min )
    Creating Responsive Layouts in React using Material UI Grid
    Hi there! If you've ever built a React app and found it difficult to make your layout look good on both desktop and mobile, you're not alone. Good news? Material UI (aka MUI) makes it easy to create responsive design with its powerful Grid system. Let’s see how you can create a completely responsive layout using MUI Grid, step by step, with code you can copy and customize. MUI's Grid is based on top of CSS Flexbox, and it works on a 12-column layout system. It means you can divide your layout into sections without much stress, and control different section's behaviour on different screen sizes. Now you don't have to write separate CSS media queries all over the place. If you’re new: npx create-react-app mui-grid-demo cd mui-grid-demo npm install @mui/material @emotion/react @emotion/style…  ( 4 min )
    Free GraphQL APIs You Can Use Today
    Whether you're building a demo, running a workshop, or just learning how GraphQL works, it's always easier with real examples. While Apollo Server makes spinning up your own API smooth, sometimes you just want something ready to go. Good news: there are several public GraphQL APIs you can use for free. Here are eight of them, complete with sample queries to get you started. Get information about past launches, rockets, and more. Example Query: { launchesPast(limit: 10) { mission_name launch_date_local launch_site { site_name_long } links { article_link video_link } rocket { rocket_name } } } Try it here For Star Wars fans. Great for showing how GraphQL handles nested relationships. Example Query: { allFilms { films { …  ( 4 min )
    How to Install Falcon 3 Locally?
    Falcon 3 marks a bold step forward in open and efficient AI development. Built by the Technology Innovation Institute (TII) in Abu Dhabi, Falcon 3 is a family of language models crafted to balance power, performance, and accessibility — all while staying under the 10 billion parameter mark. Designed to excel in science, mathematics, and coding, these models showcase innovative training techniques that improve both reasoning and real-world usability. The lineup includes a range of models from lightweight (1B) to highly capable versions (up to 10B), each tuned for different levels of complexity and tasks. Whether you need a small, fast model for everyday tasks or a strong reasoning model for math and coding challenges, Falcon 3 delivers. From knowledge distillation for tiny models to advance…  ( 6 min )
    Encode your secret keys to base64
    In this article, I'll show you how to quickly create a script to encode your secret keys to base64, so you can use them for your JWT secret or anything else. First, let's see why we use this approach: Private keys and certificates may contain binary characters incompatible with certain systems (e.g., environment variables, .env files, YAML, JSON, XML). Base64 encoding turns them into secure ASCII strings compatible with virtually any transmission medium. Storage in environment variables/files Systems like Docker, Kubernetes, CI/CD (GitHub Actions, GitLab CI), and configuration tools (e.g., dotenv) handle text values ​​better. Base64 allows you to store keys/certificates directly as environment variables. PRIVATE_KEY_BASE64=LS0tLS1CRUdJTiBSU0EgUFJJVkFURSBL... REST, …  ( 5 min )
    How to Optimize SQL Queries with DATEDIFF for SQL Server 2022?
    When transitioning from SQL Server 2019 to SQL Server 2022, many developers have noticed performance degradation in their SQL queries. One common scenario involves the usage of functions like DATEDIFF within complex queries. In this article, we will explore why your SQL query, which runs effectively on SQL Server 2019, is encountering performance issues on SQL Server 2022. We'll also discuss potential alternatives to optimize your SQL code and improve query execution speed when using functions like Func1. Understanding the Performance Issues The primary reason your query's performance has deteriorated could be related to how SQL Server 2022 processes user-defined functions (UDFs) in contexts like your existing query. SQL Server often struggles to optimize UDFs, especially scalar functions …  ( 4 min )
    docker
    A post by Ivo  ( 2 min )
    How to Fix the ‘Cannot Lock Ref’ Git Error
    Have you ever encountered this cryptic Git error message while trying to pull the latest code? error: cannot lock ref 'refs/remotes/origin/build/client-changes': 'refs/remotes/origin/build' exists; cannot create 'refs/remotes/origin/build/client-changes' If so, you're not alone. This seemingly complex error has a simple cause and solution, but it can be confusing if you don't understand Git's reference system. In this article, I'll walk you through exactly what causes this problem and how to fix it—permanently. When I encountered this error in our team's frontend repository, I was initially confused. I had just run a standard git fetch command, something I'd done hundreds of times before. But this time, Git responded with an error about not being able to "lock" a reference. Let's break do…  ( 5 min )
    Open Source Funding Platforms: Empowering Innovation and Collaboration
    Abstract: This post explores how modern open source funding platforms empower innovation and collaboration by providing predictable financial support for community projects. We review the rise of funding mechanisms like GitHub Sponsors, Open Collective, Liberapay, Patreon, and Tidelift while discussing their core functionalities. Additional themes like blockchain integration, NFT incentives, and transparent financial management are examined. This comprehensive overview covers the background of open source funding, its technical challenges, use cases, future outlook, and actionable strategies for developers and supporters alike. Open source software is the backbone of our digital world. From Linux and web frameworks to innovative blockchain projects, community-driven development is continu…  ( 9 min )
    How to Create Blinking Text in HTML Without the Blink Tag?
    Introduction Creating visually engaging web content often leads developers to seek ways to draw attention to specific text. One such effect is blinking text, which was once achieved using the deprecated tag. However, as web standards evolved, the tag fell out of favor, leaving developers wondering: Is there a standards compliant way of making text blink? In this article, we'll explore modern methods that achieve a similar effect without relying on deprecated elements. Why the Tag Was Abandoned Web standards have changed significantly since the days of the tag. Introduced in the early HTML specifications, it was intended to help highlight important text. However, as web design principles have matured, the tag was found to be problematic. Here’s why: U…  ( 5 min )
    How to Create a Vertical HTML Button Group with CSS
    Button Group How To, for Web Applications A vertical button group is a set of HTML buttons, placed one below the other, without any gap between them. All the buttons form a rectangular block. This tutorial explains how to produce that. It must be stressed here, that the button group as a whole, must be styled appropriately, for appreciation. However, the styling is not much. In fact the CSS coding is not much. For the project in this tutorial, two vertical button groups are produced. For the first button group, the width of each button and the rectangular block as a whole, is 25% of the width of the webpage. For the second button group, the width of each button and the rectangular block as a whole, is 100% of the width of the webpage. The complete webpage code is given at the…  ( 6 min )
    Navigating Financial Sustainability in Open Source Projects
    Abstract This post dives deep into the critical subject of financial sustainability for open source projects. We explore the evolution of open source funding, key financial planning tools, and their integration with emerging technologies such as blockchain and NFTs. By examining practical applications, challenges, and future trends, this article offers developers, project managers, and community members actionable insights. We also highlight relevant resources—from sustainable funding for open source to open source project sponsorship opportunities—and reference insightful posts on Dev.to, ensuring you gain a holistic view of this rapidly evolving domain. Open source projects fuel innovation and technological progress by fostering a collaborative, transparent environment for developers w…  ( 8 min )
    Deploying AI/ML Models via Cloud APIs in Healthcare: A Developer's Guide to National Impact
    You’re not just shipping models, you’re shaping lives. In healthcare, a few seconds matter. Imagine if a machine learning model could detect early signs of sepsis, flag potential readmissions, or recommend preventive interventions before a human could even process the chart. Now imagine that model being served securely, in real-time, via a REST API deployed to the cloud and plugged straight into an Electronic Health Record (EHR). Welcome to the world of AI/ML model deployment in healthcare at national scale. This paper is a technical walkthrough of how developers can build, deploy, and serve ML models via APIs using cloud platforms like Azure, AWS, and Google Cloud, with a real-world healthcare use case, and how this work contributes to public health innovation (and even supports National …  ( 4 min )
    Inside Azure DevOps: Boards, Repos, Pipelines, and Artifacts
    Azure DevOps is one of the most complete DevOps platforms out there — and it's heavily adopted across enterprises. But if you're new to it, all the moving parts can be a little confusing. In this post, we’ll break down the four major services you’ll be working with most: Boards, Repos, Pipelines, and Artifacts — and explain how they fit together in a real DevOps lifecycle. Azure DevOps is a suite of services from Microsoft that supports the entire software development lifecycle (SDLC). It includes tools for planning, version control, CI/CD, package management, and more — all integrated under one roof. The four core services we’ll focus on are: Azure Boards – Track work items like epics, user stories, bugs, and tasks Azure Repos – Git-based source code management Azure Pipelines – CI/CD pip…  ( 4 min )
    From Chaos to Code: How I Tamed My Life with 100 Lines of Python
    The Day I Decided to Automate My Existence Picture this: It's 3 AM, I'm bleary-eyed, surrounded by empty coffee mugs, and I've just realized I forgot to water my plants. Again. For the third time this week. My succulents are giving me the silent treatment, and I swear my cactus just flipped me off. That's when it hit me – I'm a programmer, for crying out loud! If I can make computers dance, surely I can make my life a little less... chaotic? So, fueled by caffeine and the fear of becoming a plant murderer, I embarked on a quest to automate my life using nothing but Python. Spoiler alert: It worked. And it only took 100 lines of code. (Okay, 103 if you count comments, but who's counting?) First things first, I needed to wrangle my to-do list. It was a mess of sticky notes, phone reminders…  ( 5 min )
    Prompt là gì
    Thế giới công nghệ đang chứng kiến sự bùng nổ mạnh mẽ của Trí tuệ Nhân tạo (AI). Từ việc viết email tự động, tạo ra hình ảnh độc đáo, đến phân tích dữ liệu phức tạp, AI đang dần trở thành công cụ không thể thiếu. Nhưng làm thế nào để chúng ta, những người dùng, có thể giao tiếp hiệu quả với những cỗ máy thông minh này để chúng hiểu và thực hiện đúng ý mình? Câu trả lời nằm ở một khái niệm then chốt: Prompt. Tại Công Nghệ AI VN, chúng tôi hiểu rằng việc nắm vững kỹ năng "ra lệnh" cho AI chính là chìa khóa để mở khóa toàn bộ tiềm năng của nó. Bài viết này sẽ đi sâu giải thích Prompt là gì và làm thế nào để bạn có thể xây dựng những prompt mạnh mẽ, mang lại kết quả như mong đợi. Hãy tưởng tượng bạn đang nói chuyện với một trợ lý siêu thông minh, có khả năng làm được mọi thứ, nhưng lại cần đư…  ( 6 min )
    Software Process
    Introduction Software Process হলো একগুচ্ছ পরস্পর সম্পর্কিত কার্যক্রম (activities) যা একটা একটি Software production এর দিকে নিয়ে যায়। Software Process টা System এর ভিত্তি করে বিভিন্ন ধরনের হতে পারে। এর জন্য নিদির্ষ্ট কোন পদ্ধতি নেই। তবে process যেমনই হোক না কেন ৪টা জিনিস অবশ্যই তার ভিতরে রাখতে হবে। ১। Software Specifications ২। Software Development ৩। Software Validation ৪। Software Evolution ( নিচে এগুলো নিয়ে বিস্তারিত আলোচনা করা হবে। ) Software Process একটি জটিল বিষয় এবং অন্য একটি সৃজনশীল ( Creative) কাজগুলোর মত করে, মানুষের সিদ্ধান্ত এবং তাদের চিন্তার ধারার উপর নির্ভর করে। যেহেতু এখানে কোনো Universal কোন Process নায় এই জন্য, কম্পানিগুলো তাদের মত করে একটা Process তৈরি করে নেয় , যাতে তারা তাদের কম্পানিতে কর্মরত Engineer দের দক্ষতা ব্যবহার করে সর্বোচ্চ সুবিধা গ্রহন করতে পারে। তবে…  ( 16 min )
    LLM Integration in Software Engineering: A Comprehensive Framework of Paradigm Shifts, Core Components & Best Practices
    Part 3: Paradigm Shifts with LLM Integration in Large-Scope Software Development (Emphasizing Rapid Learning) When LLMs are deeply integrated, several fundamental paradigm shifts are likely, especially when speed-to-feedback is paramount: From Manual Construction to Generative Development & Solution Exploration: First Principle Basis: Accelerating the translation of ideas into testable artifacts to maximize learning. Shift: Instead of humans meticulously crafting every line of code or every design document from scratch, development becomes a process of guiding LLMs to generate initial versions, explore alternative implementations, or rapidly prototype different approaches to a problem. The human role shifts to high-level specification, refinement, and validation of multiple LLM-gener…  ( 12 min )
    All-in-One GitHub Repository-Driven Dev.to Article Management System
    https://github.com/ken-okabe/devto-article-cli-private Welcome to devto-article-cli! This repository is designed to be your central hub for managing Dev.to articles. It not only contains the Node.js command-line tool itself but also serves as the primary storage and version control system for your article content (typically within the articles/ directory). The included CLI scripts empower you to seamlessly create, edit (in Markdown), version with Git, and publish your Dev.to articles directly from this integrated, local-first environment. This README is also intended to be interpretable by AI agents (e.g., GitHub Copilot, VSCode AI assistants) to facilitate their use of this tool. Write articles locally and use Git for version control. Publish new articles and update existing ones on D…  ( 6 min )
    CKEditor5 with Tailwind CSS
    Unless doing something, Tailwind CSS 'clears' styles of CKEditor. To style CKEditor properly, do the followings: Install @tailwindcss/typography npm install @tailwindcss/typography Wrap the CKEditor component with prose class  ( 2 min )
    How to Create a Clickable Navbar in React with CSS
    Introduction Creating a functional and visually appealing navbar is an essential part of web development, especially when using React. In this article, we will explore how to design a navbar where links change colors upon clicking—switching between white and yellow. We will use plain CSS along with React's state management to achieve this effect. This approach is simple enough to accommodate beginners yet effective for creating a clean user interface. Why Use a Clickable Navbar? A dynamic navbar enhances user experience by providing visual feedback. When users click a link and it changes color, they instantly understand which page they are on. Additionally, it helps in navigation clarity, improving overall site usability. Step-by-Step Solution Using React and CSS To create the click effect…  ( 5 min )
    Understanding the 9 Types of Indexes in PostgreSQL
    Leapcell: The Best of Serverless Web Hosting PostgreSQL provides a rich variety of index types. Each index type is based on specific data structures and principles, and is suitable for different application scenarios. The following will provide a detailed introduction to these nine main index types. The B - Tree (balanced multi-way search tree) is a self-balanced tree structure. Each node in it can have multiple child nodes (multi-way). Usually, a B - Tree node contains multiple key-value pairs and pointers to child nodes. For example, an m-order B - Tree node can have at most m child nodes, and at least ⌈m/2⌉ child nodes (except for the root node). +---------------------+ | 10 | 20 | 30 | +---------------------+ / | \ +----…  ( 11 min )
    Three.js com React Three Fiber: Criando Experiências 3D Impressionantes no React
    Quando comecei a trabalhar com gráficos 3D na web, minha primeira tentativa foi utilizar o Three.js puro. Apesar de ser uma biblioteca incrível, integrar Three.js diretamente com o ciclo de vida do React sempre foi complicado. Foi então que descobri o React Three Fiber e isso mudou completamente minha abordagem para desenvolvimento 3D no ecossistema React. Neste post, vou compartilhar minha experiência e mostrar como você pode começar a criar experiências 3D impressionantes usando React Three Fiber em suas aplicações React. React Three Fiber (R3F) é um renderizador React para Three.js, uma das bibliotecas mais populares para gráficos 3D na web. O R3F permite que você escreva código Three.js usando a sintaxe declarativa do React, o que torna o desenvolvimento 3D muito mais intuitivo para de…  ( 6 min )
    Hyper-Personalization in Marketing: How Generative AI is Revolutionizing Customer Experiences
    In today's digital landscape, generic marketing approaches are rapidly becoming obsolete. Modern consumers expect brands to understand their unique preferences and deliver tailored experiences that resonate on a personal level. The emergence of Generative AI (GenAI) has transformed personalization into hyper-personalization-creating deeply individualized customer experiences at unprecedented scale. This powerful technology is reshaping how businesses connect with their audiences, driving engagement, loyalty, and revenue growth through genuinely relevant interactions that adapt in real-time to individual needs and behaviors. Understanding Hyper-Personalization in the AI Era Hyper-personalization represents a significant evolution beyond traditional personalization methods. While conventiona…  ( 8 min )
    Open Source Project Financial Planning: A Key to Sustainability
    Abstract This post explores how sound financial planning can ensure the long-term sustainability of open source projects. We review key financial goals, various monetization strategies, effective budgeting techniques, and transparent expense tracking. In addition, we delve into community engagement, emerging trends, and future innovations. Written in clear, accessible language with technical insights, the post also includes practical use cases, a comparison table, and actionable bullet lists to help project maintainers and developers navigate financial challenges in the open source ecosystem. Open source projects are the backbone of modern innovation, powering countless solutions in technology today. Whether it is a small library that saves developers time or a large community-driven ini…  ( 8 min )
    Genereate LLMs.txt for your Astro site
    Llms.txt are now becoming the standard way to help AI chatbots like ChatGPT, and Perplexity to easily find your content. The easiest way to generate this file in your astro project is by creating a pages/llms.txt file with the following content import { getCollection } from "astro:content"; import type { APIRoute } from "astro"; export const GET: APIRoute = async () => { const posts = await getCollection("blog"); // adjust "blog" to your collection name const content = `# Vinci Rufus Blog\n ${posts .map( (post) => `# ${post.data.title}\n\n https://www.vincirufus.com/postss/${post.slug}.md \n ${post.data.description} \n ${post.body} }` ) .join("\n\n")}`; return new Response(content, { headers: { "Content-Type": "text/plain; charset=utf-8" }, }); }; and then just build your application using the usual commands. Generating llms.txt file for your astro site  ( 3 min )
    K8s cluster setup in GCP with worker nodes autoscale and its discovery
    Overview This section explains how to set up a Kubernetes (K8s) cluster on Google Cloud Platform (GCP) using Terraform. Instead of using GCP's managed Kubernetes service, we will install open-source Kubernetes manually inside virtual machines (VMs). In software and microservice architecture design, it is essential to consider the scalability, availability, and performance of the application. I am proposing the following design considerations when selecting Kubernetes as part of the software architecture: When the application requires high performance, availability, scalability, and security When greater control over and maintenance of the infrastructure is needed When the application architecture involves complex microservices When opting for open-source solutions (optional) When Kuberne…  ( 8 min )
    Type-Safe Theming in Tailwind CSS Using CSS Variables and TypeScript
    Modern frontend development demands scalable theming, responsive design tokens, and runtime flexibility. With the recent enhancements in Tailwind CSS v3.4+, namely @theme and @custom-variant, developers can now implement fully dynamic, type-safe theming using CSS variables, TypeScript, and zero runtime JS logic. This article outlines a theming strategy I came up with, which I believe is a clean and scalable approach built around those tools. It enables easy support for light/dark modes and beyond (daylight, retro, etc.) with minimal complexity. tailwind.config.js Isn't Enough for Theming Traditionally, developers define colors like primary, accent, or background directly in tailwind.config.js: module.exports = { theme: { colors: { primary: '#571089', accent: '#ea698b', …  ( 5 min )
    How to Retrieve Selected Index from Gtk DropDown in Rust?
    In Rust, when using GTK's DropDown widget, you may want to execute a closure to retrieve the selected index upon the selection change. A common issue developers face is accessing the selected choice directly from the ParamSpec. Let's dive into how to do this effectively. Understanding the DropDown and Connect Closure When you create a DropDown in GTK, you define the choices it contains. In your example, you have created a DropDown with two options: let choix = ["Choice 1","Choice 2"]; let drop_down2 = gtk::DropDown::from_strings(&choix); Here, choix is an array containing the two options. The DropDown will display these choices in the user interface. To respond to user interaction, you set up a closure that will be executed whenever the selected choice changes. The…  ( 4 min )
    Visual Studio Code: The Unexpected Bridge Between Worlds
    In the vast universe of software development, Visual Studio Code has emerged as a key tool—an unexpected bridge connecting worlds that once seemed incompatible. It has become a lifeline for developers coming from the GNU/Linux ecosystem, desperately seeking a way to write desktop applications, something they thought was lost in their environment. Its versatility allows for development in C#, C++, and FPC Pascal, avoiding alternatives like Lazarus, and offering a more modern and robust option. Personally, I’ve found myself using it as an alternative to Visual Studio 2022, since developing a .NET 6, 7, or 8 application on Linux is financially more viable for my business than doing so on Windows. But here’s the question: Why does Visual Studio Code feel like an orphaned and underappreciated sibling compared to Visual Studio 2022? Both serve incredible purposes. Visual Studio 2022 is the enterprise-grade powerhouse, while VS Code is the agile alternative—the gateway for many developers coming from GNU/Linux, looking to explore Windows and its tools, or simply wanting to use .NET Core on Linux. That in itself is a massive achievement, a step forward in software evolution. Because in the end, bluntly speaking, Linux is great... but if it doesn’t pay the bills, what can I do? As developers, we need to produce high-quality software using high-quality tools. That’s why Visual Studio Code becomes the logical and efficient choice—a path that allows us to keep programming in diverse environments while maintaining productivity and financial sustainability. Ultimately, VS Code isn’t just a code editor… it’s the bridge that unites worlds that once seemed irreconcilable.  ( 3 min )
    VC写Windows服务程序
    之前写的后台的控制程序,我采用的都是用VC或者是C#写完之后然后采用AlwaysUp或者是nssm把自己写的后台程序再给做成一个Windows的服务程序。但后来想了想为什么不自己直接写一个Windows的服务程序呢。所以就开始了写服务程序的历程。 首先大致的说一下C#语言写一个Windwos服务程序的方法。说实话C#想写一个Windows服务程序相对的要简单的多。因为C#已经都给准备好了。就在创建项目的选择Windows服务项目就可以了。然后再添加一个服务安装的组件,改一下相关的配置,如:服务名、启动类型、启动权限或者叫启动时的用户。这些信息就可以了。在写代码的时候只要在开始的里面写上服务启动时需要做的工作,在结束里面写上服务停止时需要收尾的工作就大功告成了。 下面主要是说一下采用VC写Windows服务程序。这个我个人觉得相对来说有几个坑需要避。 第一个坑就是如果你从网上查的话都会说用VC写Windows服务程序的入口主函数是ServiceMain()这个函数。而实际并不是,实际上的程序入口还是从main()这个函数开始的。只不过在这个函数中我们不能做太多的事情,必须要尽快的调用StartServiceCtrlDispatcher()这函数来启动ServiceMain()函数。而且ServiceMain()这个函数的名字也并不一定就是这个,可以自定义。只不过你在网上查的人都会采用这个函数名而已。并非VC语言的规定或者约束。这个函数也只不过是在调用StartServiceCtrlDispatcher()函数的时候的一个参数而已叫什么名字并不重要。 第二坑就是服务状态的变换问题,只有你有ServiceMain()函数中调用了SetServiceStatus()函数来告诉Windows操作系统你的服务程序是开始启动了还时正在运行之中还是正在停止之中才可以。在这方面我从网上查了好长时间没有一个写的清楚的。我开始的时候以为这个函数没什么大用于是把相关的代码给删掉了,结果就会发生服务程序的状态无法改变。比如你在启动服务的时候没有及时的状态改成正在运行的话那么Windows的服务控制台就会一直启动这个服务直到启动超时而报错最后服务的状态就会卡在启动状态无法将服务停止或者删除。如果你能将服务状态进入到正在运行状态,但在发出停止服务的时候如果不能将服务的状修改成停止的话那么Windows也会一直停止这个服务直到停止超时而报错。而且这个服务的状态也会卡在停止的状态无法改变。 第三个坑就是在ServiceMain()函数中在用SetServiceStatus()函数把服务的状态修改成“正在运行”的状态之后必须要调用WaitForSingleObject()函数把这个服务的主线程给卡住然就是是一直等待发出服务停止的信号。所以在真正的主线程中你是无法再做其它的任何的工作的。故如果要想写好一个完整的Windwos服务程序就必须在ServiceMain()函数调用WaitForSingleObject()函数之前将你想做的事情都给加载完毕之后再调用WaitForSingleObject()函数将主线程卡住一直等待停止服务的指令。当停止服务的指令来临的时候再调用SetServiceStatus()函数把服务的状态修改成已经停止。 第四个这个不算是坑了这个算是一个常识。就是服务程序的调试问题。如果想调试Windows服务程序那么就只能采用“附加到进程”的方式。即先从Windows的服务管理器中启动服务,然后从Visual Studio的“调试”菜单中选择“附加到进程”的选项然后再选择自己程序的那个进程就可以了。 总结一下,那就是不论是VC写Windows服务程序还是C#写Windwos服务程序,都会有一个开始服务的初始化函数。而初始化函数中不能有死循环,但一般的服务程序又必须要用死循环,所以一个完整的Windwos服务程序一定是一个多线程的,在初始化的时候就启动其它的想要加载的死循环的线程。还会有一个程序的销毁函数,同样在销毁函数中也不能有无法完成的循环。最后就是Windwos服务程序的调试必须采用附加到进程的方式来进行。  ( 2 min )
    Why React is Better for Multi-Page Websites?
    Introduction When it comes to building multi-page websites, developers often face the challenge of maintaining scalability, performance, and reusability. Traditionally, multi-page websites were built using plain HTML, CSS, and JavaScript. This approach works well for small, simple sites but becomes increasingly difficult to manage as the number of pages grows. This is where React comes in. React, developed by Facebook, has become one of the most popular JavaScript libraries for building user interfaces. Its component-based architecture and powerful routing capabilities make it an ideal choice for multi-page applications. In this article, we’ll explore why React is a better choice for building multi-page websites and how it solves many of the challenges that come with traditional HTML-bas…  ( 4 min )
    How to Fix Clerk AuthMiddleware Errors in TypeScript?
    Introduction When working with authentication in Next.js, integrating Clerk can be quite straightforward—but you may encounter issues along the way. One common error developers face is the message: "Clerk: auth() was called but it looks like you aren't using authMiddleware in your middleware file." This can leave you scratching your head, especially if you're sure you've configured everything correctly. In this article, we'll explore the reasons behind this error and provide you with a comprehensive guide on how to properly use the authMiddleware with Clerk in your Next.js TypeScript application. Let's dive in and ensure your authentication setup is smooth and error-free! Why Does This Error Occur? The error occurs when the middleware system in Next.js is not correctly configured to route …  ( 5 min )
    DAY 40: Array in Looping JAVA
    In Java, an array is a data structure that stores a fixed-size, sequential collection of elements of the same data type. It is a container object that holds a fixed number of values of a single type. The length of an array is established when the array is created and remains fixed throughout its lifetime. Arrays are used to organize data efficiently and can be defined and initialized in various ways. Array - Group of similar datatypes Why do you use an array? Arrays are handy when you want to work with multiple values of the same data type. Instead of declaring individual variables for each value, you can group them together in an array, making your code more concise and easier to manage. Index / Subscript: 0 1 2 3 4 marks[0] = 90; marks[1] = 95; marks[2] = 100; marks[3] = 78…  ( 3 min )
    How to Troubleshoot Ansible Playbook Execution Issues in Bash?
    In this article, we'll explore common issues that can arise when running an Ansible playbook from a Bash wrapper script. If you often find that your script stops unexpectedly without any error logs, you're not alone. This guide will provide insight into potential causes and solutions. Understanding the Problem When executing a complex Bash script that triggers an Ansible playbook, there are several layers involved that can contribute to abrupt script termination. In your case, you've set up a logging mechanism and even an EXIT trap, but the absence of logs suggests that the script might be exiting prematurely without triggering these mechanisms. Common Causes of Unexpected Behavior Several factors could lead to your script stopping unexpectedly: Resource Limits: The execution environment m…  ( 4 min )
    Why Gen Z Devs Need to Learn Prompt Engineering
    _Originally published on Medium We’re the generation raised with Google, born into WiFi, and fluent in memes. But now there’s a new tool on the block — AI — and it’s leveling the playing field faster than we can scroll through TikTok. At the heart of using it well? Prompt engineering. Let’s get real: If you're a Gen Z dev and you're not learning prompt engineering, you're sleeping on a skill that’s gonna separate the script kiddies from the software wizards. Prompt engineering is the art of talking to AI — but with precision, intention, and style. It’s how you get the best, most relevant, most mind-blowingly useful outputs from tools like ChatGPT, Gemini, Claude, and whatever else drops next month. It’s not just about saying “generate code” — it’s knowing how to guide the model, structure…  ( 4 min )
    Routing in Spin Apps with Hono
    By: Thorsten Hans Spin SDK for JavaScript and its tooling underwent a major overhaul to ensure we meet developers where they are and align with popular patterns, tools and idioms. As part of that journey, we moved the HTTP router capabilities from the Spin SDK for JS. Instead of exporting a router through the Spin SDK, we let users pick and choose their preferred router. In this post, we’ll explore how to use the Hono Router to build full-fledged HTTP APIs with Spin and TypeScript. The Hono Router is a fast, lightweight routing system designed for handling HTTP requests efficiently. It features an intuitive, Express.js-inspired API, making it easy to define routes using methods like app.get(), app.post(), and wildcard patterns. Hono also supports middleware, allowing developers to add func…  ( 10 min )
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    How to Ensure TypeScript Flags Missing Enum Cases as Errors?
    Introduction If you're working with TypeScript and enums, you might encounter situations where not handling all enum cases can lead to runtime errors. As seen in the provided code snippet, the Color enum is defined with three values: Red, Green, and Blue. However, not all cases are handled in the getColorName function, which could lead to unexpected behavior. In this article, we'll explore how to structure your TypeScript code to ensure that missing enum cases are flagged at compile time, helping you avoid bugs before they occur. Understanding the Issue In TypeScript, when you use enums, it’s crucial to handle every possible value gracefully. If you forget to handle one of the cases, your function may perform as expected during testing but fail in production, leading to hard-to-debug runti…  ( 4 min )
    How to Fix 'Undefined Mixin' Error in Dart Stylesheets
    When working with Dart and stylesheets, particularly those using SCSS/Sass, you might encounter a common issue: the 'Undefined mixin' error. This problem often arises when importing mixins and functions from Bootstrap or any other library. In this article, we'll explore why this error happens and provide a comprehensive solution to fix it. Understanding the Undefined Mixin Error The 'Undefined mixin' error in SCSS usually indicates that the compiler cannot find a specific mixin or function that you are trying to use in your stylesheet. In your case, you're trying to utilize a media-breakpoint-down(md) mixin that is part of Bootstrap's SCSS library. The correct order of imports is crucial since Sass relies on the definitions being available in the scope when they're used. Why the Error Occu…  ( 4 min )
    Why Understanding Network Principles Is Essential for DevOps Engineers
    In the world of DevOps, engineers focus on streamlining development and operations to create faster, more efficient, and reliable software deployment processes. While automation and coding skills are crucial, networking principles are equally important. Without a strong grasp of how networks function, DevOps engineers can run into serious issues, from deployment failures to security risks. Understanding networking enables them to manage infrastructure efficiently, troubleshoot connectivity issues, and optimize performance. Let’s break down why network principles matter, with real-world use cases that illustrate their importance, supported by descriptions of relevant networking diagrams. 1. Networking Ensures Seamless CI/CD Pipelines 2. Networking Enables Efficient Cloud Infrastructur…  ( 5 min )
    Working with Dates and Calendar Calculations 8/10
    Extracting Date Components When working with dates in programming, breaking them down into their fundamental components is often the first step in any meaningful manipulation. Most languages provide straightforward functions for this purpose, typically offering the ability to extract the year, month, and day from a date object. // Extract components from a date currentDate := time.Now() year := currentDate.Year() // Returns the year as an integer (e.g., 2025) month := currentDate.Month() // Returns the month as a time.Month (e.g., March) day := currentDate.Day() // Returns the day of month as an integer (e.g., 19) fmt.Printf("Year: %d, Month: %s, Day: %d\n", year, month, day) This approach gives you clean access to these individual components, which you can then use in your ca…  ( 8 min )
    How to Create a Flexible Column Layout with Pure CSS
    Creating a web application that allows users to set up custom column layouts can elevate user experience and content presentation. In this article, we will learn how to implement a purely CSS approach to arrange elements in one, two, or three columns without dynamically grouping them in HTML. Understanding the CSS Grid Layout CSS Grid is a powerful layout system that allows us to create complex web layouts with ease. It enables us to define both rows and columns and provide control over how content is placed within the layout. This is particularly useful for our scenario where we want to create a flexible column layout for different sizes of elements. Why Use CSS Grid? One of the main advantages of using CSS Grid is its ability to handle different sizes of elements seamlessly. It also allo…  ( 5 min )
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    image test  ( 2 min )
    How to Sort Filenames in Bash While Keeping Paths
    When working with Bash scripts, managing file paths and filenames can sometimes lead to unexpected sorting behavior. If you're trying to sort an array of complete filenames and want them sorted by just the filename while retaining the full paths, you're not alone in this challenge. In this article, we'll explore a solution that allows you to achieve exactly that. Why the Issue Occurs The confusion often arises from how the sort command works in conjunction with the full paths of files. When you try to sort by default, it considers the whole string, which includes the path. This results in sorting that does not reflect the ordering of the filenames, as seen in your request where sort outputs filenames based on their directory path rather than the filename itself. Step-by-Step Solution To ac…  ( 4 min )
    Backend Optimizasyonu: Verimlilik Artışı
    Yazılım geliştirme dünyasında, arka uç optimizasyonu performansı ve verimliliği artırmanın temel bir parçasıdır. Arka uç, bir uygulamanın temelini oluşturur ve verimli bir arka uç tasarımı, uygulamanın genel başarısında büyük bir fark yaratabilir. Arka uç optimizasyonu, gecikme süresini azaltmaya, kaynak kullanımını iyileştirmeye ve uygulamanın ölçeklenebilirliğini artırmaya odaklanır. Bu, özellikle artan kullanıcı talepleri ve uygulama karmaşıklığı ile birlikte son derece önemlidir. Arka uç, bir uygulamanın "arka plan" işlemlerini ifade eder; sunucular, veritabanları ve uygulama mantığı dahil olmak üzere kullanıcının doğrudan etkileşime geçmediği tüm bileşenler. Arka uç performansı, uygulamanın genel yanıt hızını, güvenilirliğini ve ölçeklenebilirliğini doğrudan etkiler. Verimsiz bir arka…  ( 6 min )
    Why Does Python Raise SSLCertVerificationError with API Calls?
    When you're developing applications that interact with web services, you may encounter SSL certificate verification errors, even when things work fine in other tools like Postman. One common issue is the SSLCertVerificationError that occurs in Python when making API calls. Let's dive into why this might happen and how to resolve it. Understanding SSLCertVerificationError The SSLCertVerificationError signifies that Python's request to verify the SSL certificate of the server has failed. In your case, you're able to make HTTPS calls via Postman without any issues, while those same calls lead to an SSL error when executed through Python. This discrepancy often arises from differences in how each application handles SSL certificates. Why Is This Happening? In essence, Python, particularly with…  ( 4 min )
    Fix or Rebuild? The Real Cost of Rescuing a Failing Software Project
    Your software project is spiraling out of control. Features are glitchy, bugs multiply by the hour, and deadlines are a distant memory. You’re now at a major fork in the road: Should you fix your current software or scrap it and rebuild it from scratch? It’s a tough call—and one that haunts product managers, CTOs, founders, and even investors. Get it wrong, and you risk throwing good money after bad. But get it right, and you can set your software project on a path to growth, scalability, and long-term success. In this post, we’ll break down what it really means to fix or rebuild a failing software project, the pros and cons of each path, and how to decide what’s best for your business—based on cost, effort, and futureproofing. Fixing doesn’t just mean squashing bugs—it’s often about sta…  ( 6 min )
    How to Increase Width of Input Fields in a React Component?
    If you're looking to increase the width of input text fields in your React component, you're not alone. Many developers encounter similar issues when trying to style form inputs. Let’s delve into how you can achieve the desired width using CSS effectively. Why Are Input Fields Not Widening? The problem with input fields not responding to width changes usually stems from how CSS is applied to the form elements and the layout properties of their containers. By default, most input elements are inline or block styled, which can restrict the space they take up. Step-by-Step Solution to Increase Input Field Width To resolve your issue, you can apply custom CSS styles to the input fields. Here’s a guide on how to do it: 1. Updating Your CSS File First, you need to create or update a CSS file to i…  ( 4 min )
    The Art of API Documentation: A Comprehensive Guide
    Table of Contents Introduction What Is an API? Why Good Documentation Matters Essential Parts of API Documentation Advanced Documentation Tips Best Practices I’ve Learned Conclusion As software development has evolved, APIs (Application Programming Interfaces) connect different systems and services. I’ve found that even the most powerful APIs require clear documentation to be truly useful. This article shares how I create clear API documentation. By the end of this post, you’ll have a bulletproof template for writing documentation that even your sleepiest teammate can follow. An API is a set of rules that allows different applications to communicate. It acts as a contract between the data provider (the server) and the data consumer (the client). APIs help developers: Access …  ( 5 min )
    How to Extract Data from Klipfolio to CSV Using Bash
    Introduction If you've ever wanted to automate the process of extracting data from a Klipfolio table and save it as a CSV file, you've come to the right place. This article will guide you through the steps needed to use a Bash script to extract all relevant data—such as referee names, match times, and venues—from a Klipfolio appointment table into a well-structured CSV file. Understanding the Problem Data extraction tasks can often be daunting, especially when the source is a dynamically generated table like those found in Klipfolio. Commonly, the first challenge is correctly identifying the data to pull, as it can be embedded within complex JSON objects. The needed information can include columns for date, time, competition, division, home team, away team, venue, and multiple referees, in…  ( 4 min )
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    Meta exploring stablecoin integration for payouts: Report
    Tech company Meta is reportedly exploring integrating stablecoin payments into its platforms after a three-year hiatus from cryptocurrencies, Fortune reported, citing sources familiar with the matter. The Facebook parent held talks with several crypto infrastructure firms in consultation but has not chosen a decisive course of action, according to the report. One source said the company may take a multi-token approach and integrate support for popular stablecoins such as Tether's USDt (USDT), Circle's USD Coin (USDC) and others. Meta is the latest tech firm to integrate or explore the use of stablecoins for payments, as they increasingly attract institutional interest and investment, causing the stablecoin market capitalization to soar past $230 billion. An overview of the stablecoin marke…
    Wellgistics Health to integrate XRP into payment infrastructure
    Wellgistics Health, a healthcare infrastructure company, will integrate XRP (XRP) and related technologies into its payment network to streamline transactions between pharmacies, medical suppliers and prescription medication manufacturers, the company said in an announcement on May 8. Wellgistics cited the finality time of XRP transactions and reduced transaction costs, which are fractions of a penny, compared to legacy financial architecture like automated clearinghouse (ACH) payments or wire transfers, as reasons for using XRP. Brian Norton, CEO of Wellgistics Health, said in the announcement: "I believe that the future winners in healthcare will not be the companies with the biggest buildings, they will be those with the fastest rails, cleanest data, and most efficient platforms. We ar…
    Coinbase's Deribit buy shows growing derivatives market
    Coinbase’s agreement to buy Deribit highlights the increasing importance of financial derivatives for cryptocurrency exchanges, according to industry executives.  On May 8, Coinbase, the US’s largest crypto exchange by trading volume, agreed to acquire crypto derivatives platform Deribit for $2.9 billion in the crypto industry’s largest corporate acquisition to date.   The deal reflects increasing competition among digital asset exchanges and brokerages — including Coinbase, Kraken and Robinhood — to dominate the burgeoning crypto derivatives market.  "Global derivatives trading is a key driver of growth for Coinbase,” Spencer Yang, co-founder of Fractal Bitcoin, a Bitcoin scaling solution, told Cointelegraph. Coinbase agreed to buy Deribit on May 8. Source: Coinbase The merger established…
    Bitcoin options could pave the path for new BTC price highs — Here is how
    Key takeaways: 97% of the $8.3 billion in Bitcoin put options expire worthless at a $102,000 BTC price. Short covering above $105,000 could trigger a Bitcoin price rally to new highs. Bitcoin (BTC) soared above $101,000 on May 8, reaching its highest level in over three months. The 4.6% daily BTC price gain triggered $205 million in liquidations of bearish futures positions and eroded the value of nearly every put (sell) option. Traders now question whether Bitcoin is poised to break its $109,354 all-time high in the near term. Bitcoin put (sell) options open interest for May-June-July, USD notional. Source: Laevitas.ch The aggregate Bitcoin put (sell) option open interest for the next three months stands at $8.3 billion, but 97% of those have been placed below $101,000 and will likely …
    Former FTX exec's wife says gov't 'induced a guilty plea'
    Michelle Bond, the wife of former FTX Digital Markets co-CEO Ryan Salame, who faces federal campaign finance charges, is pushing for dismissal on the grounds that US prosecutors deceived her husband in a plea deal. In a May 7 filing in the US District Court for the Southern District of New York, Bond’s lawyers reiterated some of the claims Salame made in opposing his plea deal with the government, which ultimately still led to him serving time in prison. She claimed that prosecutors obtained a deal with Salame through “stealth and deception” by allegedly agreeing they would not file charges against Bond.  “Mr. Salame and Ms. Bond’s attorneys were advised that the agreement to cease investigating Ms. Bond could not be placed within the four corners of the Salame plea or other written agreem…
    Mashinsky’s 12-year sentence sets tone of enforcement in Trump era
    The US federal court for the Southern District of New York has sentenced former Celsius CEO Alex Mashinsky to 12 years in prison for fraud. Mashinsky’s legal team sought a light sentence. They highlighted his spotless record before the Celsius incident, along with his military service and willingness to plead guilty. But US prosecutors were less inclined to leniency, suggesting on April 28 that the judge deliver a 20-year sentence for his actions. Betting markets predicted a light sentence ahead of the May 8 hearing. Polymarket showed only 11% odds for a 20-year sentence or higher. Source: Polymarket President Donald Trump began his second term with high-profile pardons of crypto executives, signalling that his administration may bring leniency to crypto fraudsters like Mashinsky. His sen…
    Bitcoin hits $101.7K as US strategic reserve bills become law and BTC mass adoption accelerates
    Key takeaways: Bitcoin rallies to $101,707 against a backdrop of strong fundamentals in the regulatory and traditional finance space. Traders are confident that $100,000 will hold as support. Bitcoin (BTC) price rallied above $100,000 on the heels of US President Donald Trump’s announcement of a “trade deal” with the UK, which could possibly include the removal of the blanket 10% tariff on all imports.  Frequent social posts from President Trump and public comments from White House cabinet members have hinted at a handful of trade deals in negotiation with various countries, and markets have responded positively to the messaging. In addition to the UK trade deal, the US is set to meet with Chinese officials in Switzerland on May 10. The Dow gained 500 points following the White House a…
    Why is XRP price up today?
    Key takeaways: XRP surged on May 8, boosted by risk-on sentiment following Donald Trump’s teased trade deal with the UK. Whale accumulation continues, with the number of addresses holding 10,000+ XRP rising steadily on price dips. XRP broke above a key falling wedge resistance, increasing the chances of a rally toward $2.80–$3.66. XRP’s (XRP) price gained 7.50% on May 8 to reach an intraday high of $2.27, mirroring similar upside moves elsewhere in the cryptocurrency market. Traders pushed the price higher amid US President Donald Trump’s tariff threats, increased whale accumulation, and favorable chart technicals. XRP/USD daily price chart. Source: TradingView Trump’s tariff tease boosts risk appetite, helping XRP Trump announced a “major trade deal” in a social media post, announcing…
    US Stablecoin bill blocked as Democrats withdraw support
    The Guiding and Establishing National Innovation for US Stablecoins of 2025 Act, known as the GENIUS Act, failed to pass cloture in the United States Senate on May 8, dealing a slight blow to cryptocurrency regulation in the country. The bill, sponsored by Senator Bill Hagerty and co-sponsored by Senators Tim Scott, Kirsten Gillibrand, Cynthia Lummis and Angela Alsobrooks, received last-minute pushback from Democrats, who took aim at the bill and raised concerns about US President Donald Trump’s cryptocurrency ventures. To address the concerns of Senate Democrats, the bill had already been amended to include stricter requirements for stablecoin issuers for further provisions for Anti-Money Laundering. The GENIUS Act was seen as a bipartisan effort to increase regulatory clarity for digital assets in the United States. The focus of the bill, stablecoins used for payments, was looked at as extending dollar dominance internationally and straying away from more controversial crypto topics. After the procedure failed, Senate Majority Leader John Thune criticized Democrats, saying, “Democrats have been accommodated every step of the way […] frankly, I just don’t get it.” This is a developing story, and further information will be added as it becomes available.
    Trump tricked into pushing XRP for crypto reserve: Report
    US President Donald Trump was reportedly manipulated by a lobbyist tied to Ripple Labs into announcing the XRP token would be part of his plans for a national cryptocurrency reserve. According to a May 8 Politico report, an employee of pro-Trump lobbyist Brian Ballard gave the president the text to a social media post she recommended he write announcing a US strategic crypto reserve that would include XRP, Solana (SOL), and Cardano (ADA). After he posted the message to his social media platform on March 2, Trump learned Ripple was one of Ballard’s clients, infuriating the president, who felt like he’d been used, Politico reported, citing two people familiar with the incident. “He is not welcome in anything anymore,” said Trump, referencing Ballard, according to the report. March 2 Truth So…
    SEC considers new rules easing security token issuance
    The US Securities and Exchange Commission (SEC) is considering rule changes to let companies more freely issue tokenized securities, SEC Commissioner Hester Peirce said in a speech published on May 8. The regulator is “considering a potential exemptive order” for firms using blockchain technology to “issue, trade, and settle securities” that would release them from certain registration requirements, Peirce said in the speech. For example, decentralized exchanges (DEXs) may no longer need to register “as a broker-dealer, clearing agency, or an exchange,” Peirce said. The SEC has previously brought numerous charges against DEXs such as Uniswap for failing to register as securities exchanges. Firms should “not have to comply with inapt regulations, which, in many cases, were developed well b…
    Are layer 2s good for Ethereum, or are they ‘extractive?’
    Layer 2s have been a great blockchain success story. They’ve reduced congestion on the Ethereum mainnet, driving down gas fees while preserving security. But maybe they’ve become too successful, drawing chain activity and fee income from the parent that spawned them? At least that’s what some are suggesting lately, most recently at Cornell Tech’s blockchain conference in late April. Indeed, some think Ethereum should be a little greedier, or at least fight harder for a bigger part of the revenue pie, particularly sequencing fees.  “People in the Ethereum Foundation [the nonprofit that supports the Ethereum ecosystem] will tell you that, ‘Yes, we effed up by being too ivory tower.’ I have heard that multiple times,” said David Hoffman, an owner at Bankless, during a panel discussion at the …
    Missouri bill ending capital gains tax heads to governor for signature
    Missouri House Bill 594, a bill that would eliminate capital gains tax in the US state, has passed a vote in the state House of Representatives and now heads to Missouri Governor Mike Kehoe's desk for signature. According to attorney Aaron Brogan, the bill stipulates a 100% income tax deduction for any capital gains income because the Missouri tax code does not explicitly distinguish between capital gains and income tax. Missouri House Bill 594 proposes exempting capital gains from income taxes. Source: Missouri House of Representatives Brogan told Cointelegraph that the specific mechanism to exempt capital gains taxes outlined in HB 594 is unique and compared it to a similar income tax deduction in the federal tax code. The attorney explained: "The most natural comparison is the state and…
    Bitcoin price reclaims $100K for first time since January
    Bitcoin has reclaimed the $100,000 price level for the first time since January, reflecting renewed bullish sentiment among investors. Bitcoin (BTC) reclaimed the $100,000 mark on May 8 at 11:22 UTC, surging 4.2% from the intraday low of $95,967, according to data from CoinGecko. It marked the third time that BTC has broken through the six-figure level since first achieving it on Dec. 5, 2024. A second all-time high followed on Jan. 20 ahead of US President Donald Trump’s inauguration. Bitcoin price chart in the past year. Source: CoinGecko Unlike the previous $100,000 hits, the new price spike came as Bitcoin market dominance surged above 60%, reflecting potential bearish sentiment for altcoins. Bitcoin dominance below 60% in past $100,000 breakthroughs Bitcoin dominance — the asset’s sha…
    Ex-Celsius CEO asks to travel for a wedding after sentencing
    Former Celsius CEO Alex Mashinsky will probably be allowed to travel for his daughter’s wedding regardless of the outcome of his May 8 sentencing hearing. In a May 8 filing in the US District Court for the Southern District of New York, Judge John Koeltl approved an application for Mashinsky to travel from New York to Memphis, Tennessee, between May 26 and May 29 for his daughter’s wedding. The approval was available on the public docket on May 8, but later appeared to have been removed. Judge Koeltl will determine in a May 8 hearing whether Mashinsky serves prison time following a plea deal with prosecutors. The former Celsius CEO appeared ready to go to trial in 2024 until his lawyers lost a motion to have his charges dismissed. He pleaded guilty to commodities fraud and a fraudulent scheme to manipulate the price of the platform’s native token, CEL. Mashinsky has been free on a $40-million bond since July 2023, with travel outside certain areas requiring court approval, such as the roughly 900-mile (1,500-kilometer) distance between New York and Memphis. As of May 8, it’s unclear if he will be expected to surrender to authorities. Related: Celsius’ Mashinsky lashes out at ‘death-in-prison sentence’ Magazine: ‘Less flashy’ Mashinsky set for less jail time than SBF: Inner City Press, X Hall of Flame This is a developing story, and further information will be added as it becomes available.
    User experience could be crypto’s superpower—or its kryptonite
    Opinion by Jonathan Farnell, CEO of Freedx It’s 2025, and over 560 million people worldwide are already using cryptocurrency — roughly 17 times the population of Tokyo. That’s a vibrant community, yet for every user who’s embraced it, billions more stand on the sidelines, put off by the complicated interactions and clunky interfaces of protocols, platforms, decentralized apps (DApps), and mobile applications. Why? Blockchain technology offers game-changing potential — decentralized ownership, secure trades — but let’s face it: Most people still find it intimidating, risky, and confusing. User experience (UX) might just be the deciding factor in whether cryptocurrency achieves mass adoption or remains a niche segment. Take complexity. A 2024 Chainalysis report pointed out that 43% of would-…
    Bitcoin miner Hut 8 grows hashrate 79% despite $134M quarterly loss
    Cryptocurrency mining firm Hut 8 increased its hashrate by 79% during the first quarter of the year. According to Hut8’s latest quarterly report released on May 8, the firm saw a net loss of $134.3 million despite revenue of $21.8 million. The firm’s CEO, Asher Genoot, explained that this was a result of large-scale investments. “As reflected in our results, the first quarter was a deliberate and necessary phase of investment,” Genoot said. “We believe the returns on this work will become increasingly visible in the quarters ahead.” Hut 8 operations reached a total energy capacity of 1,020 megawatts as of March 31, enough to power well over 800,000 average homes in the United States. The company also has the right to scale up its operation by another 2,600 MW. Related: Bitcoin mining — In…
    Beyond digital gold, Bitcoin’s next chapter is about to be unlocked — Dan Held
    Bitcoin (BTC) has long been branded as “digital gold,” a store of value for believers in scarcity, decentralization and self-sovereignty. As institutional interest grows, geopolitics shift, and new layers emerge on Bitcoin’s stack, is it time for the narrative to evolve?  In this episode of The Clear Crypto Podcast, hosts Nathan Jeffay and Gareth Jenkinson speak with longtime Bitcoiner and entrepreneur Dan Held, who argues that Bitcoin’s next chapter may unlock broader functionality, from programmable use cases to more nuanced messaging that reaches far beyond crypto-native circles. Political shifts With US President Donald Trump openly backing Bitcoin — and reportedly owning it himself — Held said he sees a regulatory and reputational change.  “We have the most open administration toward…
    Coinbase to acquire options trading platform Deribit for $2.9B
    Coinbase, the largest cryptocurrency exchange in the US by trading volume, has agreed to acquire Deribit, one of the world’s biggest crypto derivatives trading platforms. Coinbase Global will acquire Deribit for about $2.9 billion, the exchange announced on May 8. The acquisition will allow Coinbase to expand into the profitable crypto derivatives market and continue scaling the platform’s global growth, Greg Tusar, Coinbase’s vice president of institutional product, said in the announcement. “With Deribit’s strong presence and professional client base, Coinbase is making its most substantial move yet to accelerate our international growth strategy,” he said. Source: Coinbase Deal follows reports of Dubai regulatory steps The $2.9 billion deal includes $700 million in cash and 11 million shares of Coinbase Class A common stock, subject to customary purchase price adjustments. “This transaction is subject to regulatory approvals and other customary closing conditions and is expected to close by year-end,” the announcement said. Previous reports in March suggested that Coinbase and Deribit had alerted regulators in Dubai about the potential deal, as Deribit holds a license in Dubai, which would need to be transferred to Coinbase if the deal is successful. The reports also previously suggested that a deal with Coinbase could value Deribit at between $4 billion and $5 billion. Cointelegraph approached Deribit for comment regarding the deal but did not receive a response by the time of publication. This is a developing story, and further information will be added as it becomes available. Magazine: Crypto wanted to overthrow banks, now it’s becoming them in stablecoin fight
    Browser-based crypto mining in 2025: Still viable or virtually dead?
    Key takeaways After the shutdown of Coinhive in 2019, browser mining has made a comeback with new tools like CryptoTab Browser, Pi Network and YouHolder. Mining with a browser can cost more in electricity than the crypto earned, especially for users with mid-range devices. Despite being less energy-intensive than ASIC farms, browser mining still adds up in terms of cumulative power draw and puts a strain on your device’s hardware. Browser mining is evolving with the help of WebAssembly (Wasm), improving script efficiency and creating a smoother user experience.  Browser-based crypto mining sounds like a dream: Just open a webpage, let it run, and your computer starts earning crypto in the background. No bulky ASICs, no GPU farms, no long setup tutorials — just your browser doing the heavy…
    Bitcoin DeFi sees surge in mining participation despite drop in TVL
    Smart contract platform Rootstock, the home of decentralized finance (DeFi) on Bitcoin, saw a sharp increase in network security and mining engagement in the first quarter of 2025, even as activity cooled. Merged mining participation surged to an all-time high of 81%, up from 56.4% in Q4 2024, driven by the integration of major mining pools Foundry and SpiderPool, according to Messari’s first “State of Rootstock” report for 2025, shared with Cointelegraph. The heightened miner interest boosted Rootstock’s hash power to over 740 exahashes per second, surpassing the total Bitcoin network hashrate recorded in October 2024. As a result, the network is now considered to be in a “mature phase” of merged mining growth. The increased security coincided with a 60% reduction in transaction fees, imp…
    Sweat wallet adds AI assistant, expands to multichain DeFi
    Sweat, a move-to-earn platform that rewards users for physical activity, has launched a personalized AI agent and expanded its multichain infrastructure. The update is designed to improve user onboarding by offering interactive guidance and simplifying asset management across blockchains. The AI agent, named Mia (short for Movement in Action), is powered by Near.AI — an open-source AI model platform with crosschain capabilities. Integrated into the Sweat wallet, Mia helps users to bridge, swap and manage their crypto rewards without needing deep crypto knowledge.. Sweat is rolling out support for Base, Ethereum, Arbitrum and BNB Chain. Within the app, users can now bridge assets and swap native tokens across networks, with the option to pay gas fees in Sweat (SWEAT) tokens. Sweat co-founde…
    Ethereum price finally ‘breaking out,’ data suggests — Is $3K ETH next?
    Key takeaways: Ether breaks multimonth downtrend as traders target $3,000 ETH price. Ethereum TVL surges 41% to $52.8 billion in 30 days, with a 22% rise in daily transactions to 1.34 million, signaling strong network recovery. Technicals show ETH price faces major resistance at $2,100-$2,800. Ether is setting up for a recovery toward the $3,000 psychological level, backed by recovering network activity, increasing TVL, and strong technicals.  Ether price seeks a return to $3K Ether (ETH) looks to end its downtrend that has been in play since mid-December after it turned away from its 10-month high of $4,100. Crypto technical analyst Mikybull Crypto shared a chart showing the ETH price breaking above a six-month descending trendline, with $2,000 and $2,250 being key resistance levels t…
    What is VanEck’s Onchain Economy ETF ($NODE) and how does it work?
    What is ​VanEck's Onchain Economy ETF ($NODE) VanEck’s Onchain Economy ETF ($NODE) exposes investors to companies driving blockchain adoption across multiple industries. The fund is scheduled to begin trading on May 14, 2025, following its inception on May 13, 2025. As the global economy shifts to a digital core, NODE offers active equity investment in real-world companies shaping that future. This ETF is actively managed, meaning a portfolio manager and not just an algorithm, selects the included stocks. The ETF may allocate up to 25% of its assets to crypto-linked exchange-traded products (ETPs) via a Cayman Islands subsidiary, providing indirect exposure to digital assets while adhering to US tax regulations. With a management fee of 0.69%, $NOD…
    Microsoft-backed Space and Time mainnet launches with major builders
    Space and Time, a blockchain project supported by Microsoft, has launched its public, permissionless mainnet to bring zero-knowledge (ZK)-proven data infrastructure to crypto applications. Built by MakeInfinite Labs, Space and Time offers a decentralized, verifiable database for smart contracts to query historical, crosschain and offchain data, according to a news release shared with Cointelegraph. The platform indexes data from major networks like Ethereum and makes it accessible through a decentralized network of validators. Developers can query this data using Space and Time’s Proof of SQL — a sub-second ZK coprocessor that delivers cryptographic proofs with every query. “Prior to Space and Time, onchain applications had no way to query basic user data from a database of blockchain acti…
    Doodles NFT sales surge 97% ahead of DOOD token airdrop
    Doodles’ non-fungible token (NFTs) sales surged by 97% in the last 24 hours as digital collectible traders anticipate the project’s token generation event and airdrop.  On May 8, data from CryptoSlam showed Doodles NFT sales topping $1.1 million, nearly doubling the previous day’s total. The spike placed Doodles in the third spot for daily NFT sales, following DMarket and Courtyard NFTs. Over the past week, Doodles recorded $2.6 million in total sales volume, up 368% from the week prior and ranking fifth among all NFT collections, according to CryptoSlam. The surge comes ahead of the launch of Doodles’ long-awaited DOOD token. The project announced on May 7 that the token generation event will take place on May 9. Source: Doodles Doodles to launch DOOD token and airdrop  Doodles announced …
    Pectra features already in use: Ethereum EIP-7702 wallets roll out
    The Ethereum Pectra upgrade introduced a significant upgrade in account abstraction accessibility, with multiple wallets already implementing the change. Pectra introduced Ethereum Improvement Proposal (EIP) 7702, a change that Ivo Georgiev, founder and CEO of self-custodial smart wallet Ambire, described as “the single greatest UX upgrade to Ethereum so far.” Ambire is among the wallet providers that have already rolled out support for the new features since Pectra went live yesterday. Ambire’s announcement shared with Cointelegraph explains that EIP-7702 brings smart account functionality to existing user accounts, letting them temporarily act as smart contracts. This results in the advantages of account abstraction being accessible without creating new dedicated onchain addresses, rende…
    New bull cycle? Bitcoin's return to $100K hints at ‘significant price move’
    Key points: Bitcoin’s realized cap is beating records and has almost reached the $900 billion mark. The market is laying the foundations for a “potentially significant price breakout,” new analysis says. Profit-taking is not hindering the overall bull market rebound. Bitcoin (BTC) is setting new all-time highs in network value as BTC price action eyes a return to six figures. Data from onchain analytics platform CryptoQuant confirms new record highs for Bitcoin’s realized cap. Bitcoin realized cap reflects “growing conviction” Bitcoin is worth more than ever in US dollar terms if its market cap is measured by the value at which the extant supply last moved onchain. Known as realized cap, this figure has seen continued all-time highs since mid-April as BTC/USD stages a sustained recove…
    Why is the crypto market up today?
    Key takeaways: The crypto market is up 2.5% on May 8, with its capitalization above $3 trillion for the first time in over eight weeks.  Fed's steady rates and stagflation fears boost Bitcoin as a store of value. Anticipated US-UK trade deal and a technical rebound fuel market optimism. The cryptocurrency market is up today, with the total market capitalization rising by approximately 2.5% in the last 24 hours to reach $3.06 trillion on May 8.  Today’s gains were led by Bitcoin (BTC) and Ether (ETH), which have risen around 2.3% and 4%, respectively. Crypto market performance May 8. Source: Coin360 Stagflation fears “good” for crypto assets The Federal Reserve’s decision to keep interest rates steady at 4.25%-4.50% on May 7 has bolstered crypto’s appeal. Fed Chair Jerome Powell’s post-…
    Can you mine Bitcoin with a gaming PC? Here’s what you need to know
    Is your gaming PC capable of mining crypto? As of May 2025, Bitcoin mining is looking attractive again. With Bitcoin (BTC) trading around $95,000 and transaction fees hitting new highs after the 2024 halving, mining rewards — though smaller — are worth chasing. From home setups to industrial-scale farms, the question of whether Bitcoin mining is profitable is back in the spotlight. And if you’re a gamer, chances are you’ve looked at your rig and wondered: Can a gaming PC mine crypto? After all, modern gaming computers are packed with powerful GPUs, solid cooling and lots of downtime, especially if you’re not gaming daily. It’s a fair question: Can you mine Bitcoin with a gaming PC? The short answer: Yes, but it won’t be worth it.  The long answer: …
    60K Bitcoin addresses leaked as LockBit ransomware gang gets hacked
    Almost 60,000 Bitcoin addresses tied to LockBit’s ransomware infrastructure were leaked after hackers breached the group’s dark web affiliate panel.  The leak included a MySQL database dump shared publicly online. It contained crypto-related information that could help blockchain analysts trace the group’s illicit financial flows. Ransomware is a type of malware used by malicious actors. It locks its target’s files or computer systems, making them inaccessible. The attackers typically demand a ransom payment, often in digital assets like Bitcoin (BTC), in exchange for a decryption key to unlock the files. LockBit is one of the most notorious crypto ransomware groups. In February 2024, 10 countries launched a joint operation to disrupt the group, saying that the organization had caused bi…
    Trump crypto adviser David Bailey raises $300M for Bitcoin investment firm
    David Bailey, the CEO of crypto media company BTC Inc. and a close adviser to US President Donald Trump on digital assets, has reportedly raised $300 million to launch a new Bitcoin investment firm. The venture, named Nakamoto after the pseudonymous creator of Bitcoin, aims to become a publicly traded company focused on acquiring and holding the cryptocurrency, CNBC reported, citing people familiar with the matter. The Information was first to cover the story. The funding round, which has been quietly in motion since January, includes $200 million in equity and $100 million in convertible debt, a source familiar with the matter told CNBC. While the firm has not officially announced the raise, an official reveal and merger with a Nasdaq-listed company is expected as early as next week. The …
    US banks can handle customer crypto assets held in custody, regulator confirms
    The US Office of the Comptroller of the Currency (OCC) has confirmed banks under its jurisdiction can trade crypto on behalf of customers and outsource some crypto activities to third parties.  Acting comptroller Rodney Hood said in a May 7 letter that banks and federal savings associations can buy and sell crypto they hold in custody at customers’ direction. The OCC added in a press release that financial institutions can also outsource bank-permissible crypto activities, including custody and execution services, to third parties in compliance with applicable law. “Additionally, these banks may provide other custody services, including record keeping, tax or reporting services for their customers,” Hood said in a May 7 video posted to X.  OCC-regulated banks may buy and sell assets held …
    G7 summit could discuss North Korea’s crypto hacks: Report
    Group of Seven (G7) leaders could discuss North Korea’s escalating cyberattacks and crypto thefts at an upcoming summit in Canada, mid-next month. Conflicts in Ukraine and Gaza will dominate discussions, but North Korea’s increasing cyber threats and crypto hacks have become a major concern requiring a coordinated international response, Bloomberg reported on May 7, citing people familiar with the plans. The people said North Korea’s nefarious cyber operations are alarming, as the stolen crypto has become a key funding source for the regime and its programs.  North Korean-affiliated hacking groups such as the Lazarus Group have already stolen billions of dollars worth of crypto this year, including pulling off the $1.4 billion hack on Bybit in February, the largest ever for the crypto indu…
    Bitcoin nears $100K as Trump set to reveal trade deal with UK
    Bitcoiners expect Bitcoin to soon break past $100,000 and potentially hit a new all-time high as US President Donald Trump is set to announce a trade deal with the UK. Trump said in a May 7 Truth Social post that a “major trade deal” with a “big, and highly respected, country” would be announced on May 8, which The New York Times reported would be the UK, citing three people familiar with the plans. Bitcoin inches toward $100,000 When Trump published his post, Bitcoin (BTC) was trading at around $97,759 and has since crept up closer to the psychological $100,000 price level to trade at $99,140 at the time of publication, according to CoinMarketCap data. Bitcoin is trading at $99,140 at the time of publication. Source: CoinMarketCap Several Bitcoiners and analysts are crediting the rally to…
    Texas House committee passes Bitcoin reserve bill for full floor vote
    A Texas House Committee has passed a Republican-backed bill to create a Bitcoin reserve, which now only needs a successful full floor vote before heading to the governor’s desk. The Texas House Committee on Delivery of Government Efficiency passed Senate Bill 21 with no amendments on May 7 in a 9-4 vote along party lines. The bill has already passed the Texas Senate, in a 25-5 vote on March 6. SB 21 would establish the “Texas Strategic Bitcoin Reserve,” controlled by the state’s comptroller — currently Glenn Hegar — who would be permitted to invest in digital assets that have obtained a market cap of at least $500 billion over the last twelve months, which would currently only include Bitcoin (BTC). Source: Pierre Rochard Republican Senator Charles Schwertner initially introduced SB 21 …
    Bitcoin returns to $98K as Fed holds rates steady despite Trump’s demand
    Bitcoin has reclaimed $98,000 for the first time in almost three months after the US Federal Reserve said it would keep interest rates the same for another month. The Fed’s decision to keep interest rates unchanged comes despite mounting pressure from US President Donald Trump, who just weeks ago threatened to fire Fed chair Jerome Powell for being “too late” in cutting rates. Fed cites higher unemployment, inflation risk Powell said on May 7 that the Federal Reserve rate-setting committee held rates in the 4.25% to 4.50% range due to the rising risks of higher unemployment and higher inflation. He added inflation has “come down a great deal but has been running above our 2% longer objective.” Powell said surveys in households and businesses showed a “sharp decline in sentiment” mainly due…
    Bitcoin miner Core Scientific posts $580M Q1 profit but misses revenue estimates
    Nasdaq-listed Bitcoin mining firm Core Scientific Inc. posted a net profit of $580 million with its first quarter results, but missed analyst revenue estimates after a drop in its mining profits. Core Scientific’s Q1 2025 results, shared on May 7, saw it more than double its $210 million net income from the year-ago quarter, while its total revenue reached $79.5 million, missing Zacks analysts' estimates by 8.11%, and falling from its $179.3 million in revenues for Q1 2024.  The firm’s primary source of revenue came from $67.2 million in self-mining revenue, $3.8 million in hosted mining revenue, and $8.6 million in colocation, formerly listed as high-performance computing (HPC) hosting. Source: Core Scientific Core Scientific said its drop in Bitcoin (BTC) mined and revenue was due to the…
    Arizona governor signs law for state to keep unclaimed crypto
    Arizona Governor Katie Hobbs has signed a bill into law allowing the US state to keep unclaimed crypto and establish a “Bitcoin Reserve Fund” that won’t use any taxpayer money or state funds. Hobbs signed House Bill 2749 into law on May 7, which allows Arizona to claim ownership of abandoned digital assets if the owner fails to respond to communications within three years. The state’s custodians can stake the crypto to earn rewards or receive airdrops, which can then be deposited into what Arizona has called a Bitcoin and Digital Asset Reserve Fund. “This law ensures Arizona doesn’t leave value sitting on the table and puts us in a position to lead the country in how we secure, manage, and ultimately benefit from abandoned digital currency,” the bill’s sponsor, Jeff Weninger, said in a May…
    Binance founder CZ asked Trump to pardon money laundering conviction
    Binance founder and convicted felon Changpeng Zhao says that he applied for a pardon from US President Donald Trump shortly after denying reports that he was seeking one. Zhao, also known as CZ, said on a Farokh Radio podcast episode aired May 6 that he “wouldn’t mind” a pardon and that his lawyers have already filed the paperwork on his behalf “I got lawyers applying,” Zhao said, adding that he submitted the request after Bloomberg and The Wall Street Journal reported in March that he was seeking a pardon from Trump amid discussions of a business deal between the Trump family and Binance.US. Zhao denied the reports at the time, but said on the podcast that he thought “if they’re writing this article, I may as well just officially apply.” He added that Trump’s pardon of three BitMEX founde…
  • Open

    SEC, Ripple Ink $50M Settlement Agreement, Ask NY Judge for Green Light
    District Judge Analisa Torres ordered Ripple to pay the SEC a $125 million fine last year. Under the new settlement agreement, Ripple will get the majority of that money back.  ( 25 min )
    Anna Kazlauskas: Data Ownership in the Age of AI
    The co-founder of Vana is building data DAOs and decentralized marketplaces to create an ecosystem of user-owned data. She will give the keynote at the AI Summit at Consensus May 16.  ( 32 min )
    Coinbase Stock Falls After Earnings Disappoints Wall Street on Market Volatility
    The crypto exchange cited a drop in crypto prices as a result of U.S. President Donald Trump’s tariff policy and macroeconomic uncertainty as the reason behind the weak quarter.  ( 25 min )
    Coinbase's $2.9B Deribit Deal a 'Legitimate Threat' for Peers, Wall Street Analysts Say
    The acquisition makes Coinbase the largest crypto derivatives platform and a credible rival to Binance.  ( 25 min )
    Meta Is Looking to Enter Red-Hot Stablecoin Market: Fortune
    The tech giant reportedly also hired a vice president of product with crypto experience to help with the stablecoin efforts.  ( 25 min )
    Celsius Founder Alex Mashinsky Sentenced to 12 Years in Prison for Fraud
    Mashinsky pled guilty to securities and commodities fraud charges last December.  ( 24 min )
    Senate Votes Against Advancing Stablecoin Bill, Delaying Process as Trump Concerns Fester
    Last-minute Democrat objections led to a failed vote to move into debate on a top crypto industry legislative priority to regulate dollar-based tokens.  ( 29 min )
    Bitcoin $120K Target for 2Q May Be Too Conservative: Standard Chartered
    Spot bitcoin ETF net inflows totaled over $4 billion in the last three weeks, when adjusted for hedge fund basis trades, the bank said.  ( 25 min )
    Bitcoin Tops $100K for First Time in 3 Months; Are Upside Targets Too Low?
    The price has jumped 33% in a few weeks after plunging to $75,000 in the days following President Trump's early April Liberation Day tariff announcement.  ( 25 min )
    Senate Republicans Making Plea to Get on With Stablecoin Debate
    Once-allied Democrats continue to drag their heels on the first big crypto bill, leaving a key vote in doubt as GOP Majority Leader Thune calls for action.  ( 29 min )
    Crypto for Advisors: Trends in Tokenizing Real-World Assets
    Tokenization turns real-world assets into blockchain tokens, boosting efficiency, liquidity and accessibility. Learn about why Ethereum is the current leader in this space.  ( 29 min )
    Breakout Alert: Ether, Bitcoin Cash-Bitcoin Ratio Break Downtrends as DOGE, SHIB Bottom Out
    ETH, BCH and top memecoins are flashing bullish chart patterns.  ( 25 min )
    GSR’s Josh Riezman on Regulation, Risk, and Readying Crypto for the Next Phase
    The market-maker, investor and asset manager aims to be a “one-stop shop for market participants,” says its Chief Strategy Officer. Riezman is a speaker at Consensus 2025 May 14-16.  ( 29 min )
    Superstate Expands Into Tokenized Equities; SOL Strategies to Be First Listing
    The company's "Opening Bell" platform lets SEC-registered shares trade on-chain, bridging crypto and public equity markets.  ( 24 min )
    How the Democrats’ Path to 2026 Victory Goes Through Decentralized Crypto
    The current draft of the GENIUS Act elevates centralized entities in overseeing stablecoins. Democrats should take the right stand against it, says Hermine Wong.  ( 30 min )
    Coinbase Enters U.S. Crypto Options Market With $2.9B Deribit Deal
    The deal includes $700 million in cash and 11 million shares of Coinbase Class A common stock.  ( 25 min )
    Much-Awaited Fed Rate Cut May Not Come Before Q4, ING Says
    Delayed rate cuts could be more aggressive when they happen, the investment bank said.  ( 24 min )
    Stripe Unveils Payments Products Powered by 'Gale-Force Tailwind' Stablecoins
    Stripe has launched a new money management service powered by stablecoins  ( 23 min )
    CoinDesk 20 Performance Update: Index Surges 6.2% as All Assets Trade Higher
    Sui (SUI) jumped 16.4% and Bitcoin Cash (BCH) gained 15.6%, leading the index higher.  ( 22 min )
    98% of Tokens on Pump.Fun Have Been Rug Pulls or an Act of Fraud, New Report Says
    Seven millions tokens have been launched in pump.fun since its inception in 2024.  ( 25 min )
    Ether-Bitcoin Ratio Signals ETH is 'Extremely Undervalued,' But Headwinds Remain: CryptoQuant
    Undervaluation signals have previously preceded ETH rallies, but surging supply, flat demand, and weakened burn mechanics complicate the outlook.  ( 27 min )
    Sei Wants To Cut Cosmos Compatibility and Go All-In on Ethereum
    The move comes as blockchain infrastructure builders compete to draw in developers and expand their orbits.  ( 27 min )
    Crypto Daybook Americas: Trump Trade Tease Lifts Market While Movement's Fees Evaporate
    Your day-ahead look for May 8, 2025  ( 37 min )
    Ripple M&A Target Hidden Road to Open New Office in Abu Dhabi With a Potential Royal Family Addition
    The firm has received in-principle approval from the Financial Services Regulatory Authority (FSRA) of ADGM.  ( 25 min )
    Dogecoin, Cardano’s ADA Lead Market Gains as Bitcoin Traders Eye Next Fed Meeting
    Analysts say they expect a 100 basis-point cut in 2025, with easing likely to start after July.  ( 27 min )
    Binance Founder CZ Confirms He Has Applied for Trump Pardon After Prison Term
    Changpeng Zhao submitted the request weeks ago, citing media reports and after pardons other influential figures in the crypto space were pardoned.  ( 24 min )
    Arthur Hayes Says Bitcoin Will Hit $1M by 2028 as U.S.-China Craft Hollow Trade Deal
    The former BitMEX CEO says the U.S. Treasury, not the Federal Reserve, is driving global liquidity.  ( 26 min )
    What’s Next for Bitcoin With Crypto Market Cheering Trump's Trade Deal Hype?
    Several factors suggest the $100K breakout may not be a smooth ride.  ( 25 min )
    Bitcoin Nears $100K as Trump Teases ‘Big’ Trade Deal
    Favorable tariff decisions can ease concerns around mounting costs, which may impede appetite for investing in risk assets.  ( 25 min )
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    Prepare for your iOS interview
    Preparing for an iOS developer interview can be a daunting task, especially when you're trying to master both conceptual questions and practical coding challenges. Whether you're just starting your iOS development journey or gearing up for your next ...  ( 4 min )
    How to Use Arrow Functions in PHP 7.4+
    Arrow functions were introduced in PHP 7.4 to allow devs to write short, anonymous functions. They offer a compact alternative to traditional closures, especially when the function body is small and focused. In this article, you will learn how to use...  ( 7 min )
    Free GenAI 65-Hour Bootcamp
    Generative AI is revolutionizing how we create, learn, and interact with digital content. From intelligent chatbots and personalized language tutors to realistic image generation and interactive story engines, the applications are endless. We just pu...  ( 5 min )
    A Brief Introduction to Web Components
    In a previous article, I gave a brief introduction to React. This tutorial introduces an alternative approach to building a component-based frontend. It covers the fundamentals of Web Components to build modular, reusable elements for your web applic...  ( 7 min )
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    Perodua Showcases Latest EMO EV Concept At MAS 2025
    Perodua has pulled the covers off the latest iteration of its Electric Motion Online (EMO) EV concept at the Malaysia Autoshow 2025 (MAS 2025), held at MAEPS Serdang. This is the third showing in the series following the miniature eMO-II from KLIMS last year, and it’s shaping up to be the last stop before the […] The post Perodua Showcases Latest EMO EV Concept At MAS 2025 appeared first on Lowyat.NET.  ( 18 min )
    Synology Launches DiskStation DS1825+ And DS1525+
    Synology announced two new DiskStation Network-attached Storage (NAS) models today. The two models are the DS1825+ and DS1525+, and both have been released less than a month after the launch of the DS925+. The DS1825+ is the largest of the two, featuring an 8-bay expansion unit with support of up to 360TB of raw storage. […] The post Synology Launches DiskStation DS1825+ And DS1525+ appeared first on Lowyat.NET.  ( 15 min )
    Samsung Galaxy S25 Edge To Launch On 13 May
    Samsung is officially introducing the latest addition to its Galaxy S25 family, the Galaxy S25 Edge, during a virtual event on 13 May 2025 at 9AM KST, or 8AM here in Malaysia. The blog post announcing the smartphone’s launch date keeps details on the device scarce, although much has already been speculated about the phone. […] The post Samsung Galaxy S25 Edge To Launch On 13 May appeared first on Lowyat.NET.  ( 16 min )
    OPPO Reno14 Series Renders Leak; Base, Pro Models Identical
    Leakster @evleaks posted a series of pictures on X of what is apparently the OPPO Reno14. The renders somewhat support a previous leak which indicated that the phone will have a triple-camera setup at its back. The post also displays the various colours the device could be made available in, which are white, black, and […] The post OPPO Reno14 Series Renders Leak; Base, Pro Models Identical appeared first on Lowyat.NET.  ( 15 min )
    Sonos And IKEA Are Ending Their Partnership
    Sonos and IKEA are callling it quits. The audio brand confirmed to several news outlets that, in conjunction with the ending of its relationship with the furniture brand, it is ceasing the production of its Symfonisk lineup, and that all current inventory will be phased out globally. “Over the past eight years, we’ve had the […] The post Sonos And IKEA Are Ending Their Partnership appeared first on Lowyat.NET.  ( 16 min )
    Spotify Rolls Out App Update For Better Playlist Management
    Spotify announced that it is rolling out an update that benefits free and paying users alike. Naturally the latter category will be getting more additions, but free users are by no means getting the short end of the stick here, as the update essentially brings with it better playlist management. For its app, Spotify says […] The post Spotify Rolls Out App Update For Better Playlist Management appeared first on Lowyat.NET.  ( 16 min )
    Jetour Previews T2 And eVT5 SUVs At MAS 2025
    Jetour has unveiled two upcoming SUVs for the Malaysian market at MAS 2025 today. The first being the T2 off-roader with a PHEV powertrain option, while the second is the all-electric eVT5.  The Jetour T2 offers rugged styling and solid off-road credentials. Its upright proportions and wide stance give it the presence of a traditional […] The post Jetour Previews T2 And eVT5 SUVs At MAS 2025 appeared first on Lowyat.NET.  ( 18 min )
    Trump Administration To Replace Biden-Era AI Chip Rule
    According to a spokeswoman for the US Department of Commerce, the Trump administration is planning to rescind and modify a Biden-era rule concerning the export of AI chips. The regulation, known as the Framework for Artificial Intelligence Diffusion, was geared to restrict exports of AI chips to secure advanced computing power for the US and […] The post Trump Administration To Replace Biden-Era AI Chip Rule appeared first on Lowyat.NET.  ( 15 min )
    Zeekr 7X Previewed At MAS 2025; Starts From RM182,000 For First 500 Buyers
    Chinese automaker Zeekr has previewed its 7X today at the Malaysia Auto Show 2025. The SUV comes in three variants for the local market: RWD Standard, RWD Long Range, and AWD Performance. The official price of the Zeekr 7X has yet to be revealed by the company. However, there is an indicative price for the […] The post Zeekr 7X Previewed At MAS 2025; Starts From RM182,000 For First 500 Buyers appeared first on Lowyat.NET.  ( 17 min )
    Audi Q7 S Line Mild-Hybrid SUV Launches In Malaysia; Starts At RM459,990
    The first locally assembled Audi Q7 S Line SUV has officially launched in Malaysia today at the Malaysia Autoshow 2025. The car is manufactured at the Volkswagen Group Malaysia’s assembly plant in Pekan, Pahang – the only Audi production facility in the Southeast Asia region. To recap, the Audi Q7 S Line is powered by […] The post Audi Q7 S Line Mild-Hybrid SUV Launches In Malaysia; Starts At RM459,990 appeared first on Lowyat.NET.  ( 17 min )
    DJI Mavic 4 Specs Appear Online Shortly After Official Teaser
    The teaser for what is presumed to be the DJI Mavic 4 was published pretty recently. But it took nearly no time at all for an online store to list the drone as part of its inventory. The listing looks to have since been pulled, but not before details have been gleamed from them by […] The post DJI Mavic 4 Specs Appear Online Shortly After Official Teaser appeared first on Lowyat.NET.  ( 17 min )
    Apple Reportedly Exploring Idea Of AI-Powered Safari Browser
    Apple is reportedly entertaining the idea of adding AI Assistants and search engines to its Safari browser. This is a big move, and one that could potentially undermine Google’s dominance in the field. Word of Apple’s AI-driven intentions was made known by Eddy Cue,Sneior Vice President of Services at Apple, during his testimony in the […] The post Apple Reportedly Exploring Idea Of AI-Powered Safari Browser appeared first on Lowyat.NET.  ( 16 min )
    Lenovo Quietly Launches Tab One; Priced At RM489
    Following the launch of its flagship gaming tablet, Lenovo has quietly listed a new tablet at an affordable price point called the Tab One. Also known as the Tab K9 in some regions, the budget device features a compact design with basic specs and Android 15. Weighing only 320g, the Tab One sports an 8.7-inch […] The post Lenovo Quietly Launches Tab One; Priced At RM489 appeared first on Lowyat.NET.  ( 15 min )
    Proton Officially Unveils Its e.MAS 5 Hatchback EV At MAS 2025
    Proton has officially unveiled its second electric vehicle, the e.MAS 5, at the Malaysia Autoshow 2025 today. Although still clad in camouflage, the model is revealed to be a compact hatchback. Like its larger sibling, the e.MAS 7, Proton’s second EV is based on an existing Geely model which, in this case, the Geely Star […] The post Proton Officially Unveils Its e.MAS 5 Hatchback EV At MAS 2025 appeared first on Lowyat.NET.  ( 16 min )
    Harman To Acquire Bowers & Wilkins, Denon, And Polk Audio For US$350 Million
    Bowers & Wilkins‘ parent company, Masimo, announced that it is selling its audio business division to Samsung subsidiary Harman International. The deal is for US$350 million (~RM1.49 billion) in cash and will add several more audio brands under the latter’s audio umbrella. Specifically, the deal will see Masimo handing over Bowers & Wilkins, Denon, Polk […] The post Harman To Acquire Bowers & Wilkins, Denon, And Polk Audio For US$350 Million appeared first on Lowyat.NET.  ( 15 min )
    Redmi 13x To Soon Hit The Shelves In Malaysia
    Last month, Xiaomi quietly introduced a new budget smartphone in Vietnam called the Redmi 13x. Now, the phone is heading to the Malaysian market and ahead of an official announcement from the brand, local retailers have already started listing the phone up for sale. According to the retailers, the Redmi 13x will retail in Malaysia […] The post Redmi 13x To Soon Hit The Shelves In Malaysia appeared first on Lowyat.NET.  ( 15 min )
    Assassin’s Creed Shadows Review: Outsider Contrivance
    Since the earliest reveals of Assassin’s Creed Shadows to way after the game launched, there have been plenty of talk about the choice of the two playable characters. As is the way of the internet, there’s more meaningless political chatter than actual criticism. Among them though, the choice of Yasuke being one of the playable […] The post Assassin’s Creed Shadows Review: Outsider Contrivance appeared first on Lowyat.NET.  ( 30 min )
    TNG eWallet Now Allows Tourists To Register And Use QR Payments In Malaysia
    TNG Digital has announced that its e-wallet platform, TNG eWallet, now enables international tourists to sign up for an account and make cashless transactions. This allows foreigners to easily make QR payments to local vendors and even reload their enhanced Touch ‘n Go cards. To sign up for the e-wallet as a foreigner, you only […] The post TNG eWallet Now Allows Tourists To Register And Use QR Payments In Malaysia appeared first on Lowyat.NET.  ( 16 min )
    realme Introduces 10,000mAh Concept Phone
    After teasing the launch of its GT 7 series of smartphones in Malaysia, realme has unveiled the GT 10,000mAh, a prototype smartphone with a massive battery. As its name suggests, the concept phone packs a 10,000mAh battery and is designed to address users’ battery woes. The prototype features a slim body that is less than […] The post realme Introduces 10,000mAh Concept Phone appeared first on Lowyat.NET.  ( 15 min )
    Tune Talk Epik 50+ Plan Gets Bundled With PandaPro Subscription
    Tune Talk and Foodpanda have announced that subscribers to the former’s Epik 50+ Plan will also be getting the latter’s PandaPro subscription bundled in at no extra cost. Despite the announcement, the companies say that the bundle promo started back in April. In case you missed it, Tune Talk replaced its previous Epik packages with […] The post Tune Talk Epik 50+ Plan Gets Bundled With PandaPro Subscription appeared first on Lowyat.NET.  ( 16 min )
    Dyson’s Customisable OnTrac Headphones Quietly Launches In Malaysia
    This one seems to have quietly flown under the radar. As it turns out, Dyson’s customisable OnTrac headphones have finally launched in Malaysia. According to staff at the brand’s experience store in The Gardens Mall, the headphones were released locally quite recently – albeit without much fanfare. In case you missed the initial announcement, here’s […] The post Dyson’s Customisable OnTrac Headphones Quietly Launches In Malaysia appeared first on Lowyat.NET.  ( 16 min )
  • Open

    The Download: AI benchmarks, and Spain’s grid blackout
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. How to build a better AI benchmark It’s not easy being one of Silicon Valley’s favorite benchmarks.  SWE-Bench (pronounced “swee bench”) launched in November 2024 as a way to evaluate an AI model’s…  ( 21 min )
    What Spain’s blackout says about the grid
    At roughly midday on Monday, April 28, the lights went out in Spain. The grid blackout, which extended into parts of Portugal and France, affected tens of millions of people—flights were grounded, cell networks went down, and businesses closed for the day. Over a week later, officials still aren’t entirely sure what happened, but some…  ( 21 min )
    How to build a better AI benchmark
    It’s not easy being one of Silicon Valley’s favorite benchmarks.  SWE-Bench (pronounced “swee bench”) launched in November 2024 to evaluate an AI model’s coding skill, using more than 2,000 real-world programming problems pulled from the public GitHub repositories of 12 different Python-based projects.  In the months since then, it’s quickly become one of the most…  ( 33 min )

  • Open

    Parametric Modeling with Grasshopper
    Comments  ( 4 min )
    Show HN: US Routing – Python library for fast local routing in the United States
    Comments  ( 9 min )
    Yggdrasil is an experimental compact routing scheme that is fully decentralised
    Comments  ( 3 min )
    Pakistani Firm Shipped Fentanyl Analogs, Scams to US
    Comments  ( 13 min )
    Foundation DB Record Layer SQL API
    Comments  ( 1 min )
    LLMs for Materials and Chemistry: 34 Real-World Examples
    Comments  ( 3 min )
    He Dropped Out to Become a Poet. Now He’s Won a Fields Medal. (2022)
    Comments  ( 21 min )
    OpenAI for Countries
    Comments
    'I paid for the whole GPU, I am going to use the whole GPU'
    Comments  ( 11 min )
    GovEagle (YC W23) Is Hiring
    Comments  ( 2 min )
    Show HN: Picostrap5 A free bootstrap-based WordPress theme on GitHub
    Comments  ( 11 min )
    As Bright as a Feather: Ostriches, Home Dyeing, and the Global Plume Trade
    Comments  ( 44 min )
    Show HN: Sprigman – Pac-Man Recreated in a Limited Tile Based JavaScript Engine
    Comments  ( 5 min )
    Introducing Web Search on the Anthropic API
    Comments  ( 27 min )
    Before the Undo Command, There Was the Electric Eraser
    Comments  ( 39 min )
    How to Average in Prolog (2017)
    Comments  ( 2 min )
    Mac Themes Garden
    Comments  ( 11 min )
    Proposal: Add bare metal support to Go
    Comments  ( 21 min )
    Protein-slayer drugs could beat some of the cruellest cancers
    Comments  ( 15 min )
    Vagus Nerve Stimulation Erases PTSD
    Comments  ( 15 min )
    VMware perpetual license holders receive cease-and-desist letters from Broadcom
    Comments  ( 7 min )
    Alan Kay Did Not Invent Objects (2019)
    Comments  ( 5 min )
    Open source Google Analytics replacement
    Comments  ( 8 min )
    Three Chapters at Cloudflare: Programmer to CTO to Board of Directors
    Comments  ( 6 min )
    Ty: A fast Python type checker and language server, written in Rust
    Comments  ( 4 min )
    Engineers develop wearable heart attack detection technology
    Comments  ( 7 min )
    Samsung is paying $350M for audio brands B&W, Denon, Marantz and Polk
    Comments  ( 8 min )
    Some novelists are becoming video game writers – and vice-versa
    Comments  ( 17 min )
    Motion (YC W20) Is Hiring a Senior Engineers
    Comments  ( 19 min )
    Getting Older Isn't What You Think
    Comments  ( 7 min )
    Create and edit images with Gemini 2.0 in preview
    Comments  ( 3 min )
    Ghost students are creating an 'agonizing' problem for Calif. colleges
    Comments
    Telling Lies: Bowie and Online Music Distribution in 1996
    Comments  ( 5 min )
    Reverse Engineering "DNA Sequences" in the Lost World: Jurassic Park Video Game
    Comments
    OpenSearch 3.0 Released
    Comments  ( 37 min )
    Show HN: eInk optimized manga with Kindle Comic Converter (+Kobo/ReMarkable)
    Comments  ( 25 min )
    Is there a balance to be struck between simple hierarchical models and
    Comments
    Detect and crash Chromium bots with one weird trick (bots hate it)
    Comments  ( 8 min )
    Physicists uncover how geometric frustration shapes the rose's iconic blossom
    Comments  ( 7 min )
    Waiting for Postgres 18: Accelerating Disk Reads with Asynchronous I/O
    Comments  ( 20 min )
    WeightWatchers Files Bankruptcy, Adapts to Chemically Induced Weight-Loss Future
    Comments
    Mistral ships le chat – enterprise AI assistant that can run on prem
    Comments  ( 8 min )
    Mississippi Can't Possibly Have Good Schools
    Comments  ( 15 min )
    Strain gauge made out of PCB
    Comments  ( 7 min )
    U.S. Jury Orders NSO Group to Pay $168M in WhatsApp Spyware Case
    Comments  ( 35 min )
    Zuckerberg's Grand Vision: Most of Your Friends Will Be AI
    Comments
    Richest 10 Percent Responsible for Two-Thirds of Warming
    Comments  ( 2 min )
    Stratolaunch Successfully Completes Reusable Hypersonic Flight and Recovery
    Comments  ( 3 min )
    Everyone Is Cheating Their Way Through College
    Comments  ( 150 min )
    Unity's Open-Source Double Standard: The Ban of VLC
    Comments  ( 3 min )
    Fixrleak: Fixing Java Resource Leaks with GenAI
    Comments
    Spanish Shipwreck Reveals Evidence of Earliest Known Pet Cats to Arrive in US
    Comments  ( 9 min )
    Using tests as a debugging tool for logic errors
    Comments  ( 10 min )
    Jargonic Sets New SOTA for Japanese ASR
    Comments  ( 7 min )
    CLion Is Now Free for Non-Commercial Use
    Comments  ( 14 min )
    Sandy Bridge-era motherboard gets M.2 SSD boot support 12 years after launch
    Comments  ( 51 min )
    Crowd Sourcing Broken QR Codes
    Comments  ( 3 min )
    My quest to make motorcycle riding that tad bit safer
    Comments  ( 6 min )
    Migrating a JavaScript Project from Prettier and ESLint to BiomeJS
    Comments  ( 25 min )
    Agentic Editing in Zed
    Comments  ( 23 min )
    So Much Blood
    Comments  ( 10 min )
    Private Japanese lunar lander enters orbit around moon ahead of a June touchdown
    Comments  ( 6 min )
    Lazarus Release 4.0
    Comments  ( 7 min )
    Tabular (YC S24) Is Hiring
    Comments  ( 5 min )
    Zed: The Fastest AI Code Editor
    Comments  ( 23 min )
    Internet Roadtrip: Vote to steer
    Comments
    The State of SSL Stacks
    Comments  ( 58 min )
    Luna Parc Home and Studio
    Comments  ( 18 min )
    Show HN: Agents.erl (AI Agents in Erlang)
    Comments  ( 11 min )
    Loss of dance and infant-directed song among the Northern ACHé
    Comments
    EPA Plans to Shut Down the Energy Star Program
    Comments
    Jury orders NSO to pay $167M for hacking WhatsApp users
    Comments  ( 7 min )
    Eagle Hunters of Kyrgyzstan
    Comments  ( 23 min )
    Creativity came to pass
    Comments  ( 6 min )
  • Open

    Bridges
    Native - HTML markup - where your server configures the component The Stimulus controller subclass - where messages are passed between web and native The native component - where Swift generates the UI and interacts with native APIs Build new bridge: Add the HTML markup use double dashes -- when referencing Stimulus controller --> allows us to namespace our bridge component controllers under the bridge/ directory, keeping them separate from traditional Stimulus controllers. Create a Stimulus controller Create a native component Respond to Button Taps send() to pass a message to native code. To pass a message _from _ native code to the web we have reply(to:).  ( 2 min )
    How to Fix 'Cannot find GeneratedPluginRegistrant' in Flutter?
    Introduction Are you encountering the ‘Cannot find GeneratedPluginRegistrant in scope’ error while deploying your Flutter project? This issue often surfaces during the Xcode build process, particularly after making updates to packages in the pubspec.yaml file. In this article, we'll explore why this error occurs and provide you with step-by-step solutions to resolve it so that your Flutter app can be deployed without issues. Why Does the Error Occur? The error ‘Cannot find GeneratedPluginRegistrant in scope’ typically means that your Xcode project is unable to locate the GeneratedPluginRegistrant.swift file. This file is generated automatically whenever Flutter packages are added or updated in your project. When using plugins from packages like awesome_notifications, you might update depen…  ( 4 min )
    Static Method
    Static method is a method bound to class and not the object of class. To define static method we will use @staticmethod decorator. Explanation: If you want somebody not to access specific function through object you can do it by applying the @staticmethod. And do not pass 'self' because it will create connection with other attribute. But if you seen closely general_description is accessible through object and class also. So the question arises does this statement defy us. Well answer is, Yes, it does. Here is analogy: You will kept your screwdriver, hammer or nickel in toolbox, so that somebody want to access it he/she will look for toolbox. If you travel through airplane doesn't which model of airplane you travel the manual of that plane will remain same like how to tie seatbelt. Same as goes for static method you just access static method function through class not by object and it doesn't defy its meaning. OOPs concept is philosophical you follow the rule so that you can have strategy how write code effectively.  ( 3 min )
    AI could do a lot more than just note-taking in meetings
    Why do we limit AI to just note-takers in meetings? Sure, summarization is useful, but there's so much more AI could do to improve our discussions. What if AI could help surface those important questions that often get missed? Or guide teams to explore angles they haven't considered? That's where the real value lies - improving the conversation, not just documenting it. It's simple really - teams don't need another tool for meeting minutes. They need help having better conversations that lead to clearer decisions. The future of meeting AI isn't in better note-taking. It's helping teams have discussions that matter. What would be your ideal implementation of AI in meetings?  ( 3 min )
    A2A and MCP Protocols with Java and Spring
    Integrating AI Capabilities with Spring Boot: A2A and MCP Protocols Code for this article is available here The Agent-to-Agent (A2A) protocol, developed by Google, enables seamless communication between AI agents and services. It provides a standardized way for AI agents to discover, understand, and interact with various service capabilities. By implementing A2A, your Spring Boot applications become AI-ready, allowing AI agents to naturally interact with your services. MCP (Model Context Protocol) is Anthropic's specification for enabling structured interactions between AI models and external tools/services. It provides a standardized way to define tool interfaces that can be called by AI models, making services discoverable and executable in a controlled manner. This protocol is particu…  ( 5 min )
    How to Prevent CSS Hover State Flicker on Button Release?
    Introduction When styling buttons with CSS, achieving a seamless hover effect is crucial for a great user experience. The problem arises when you have a hover effect that causes a noticeable flicker when you release the mouse button. This occurs because the button transitions back to its default state before returning to the hover state, creating an undesirable visual effect. In this article, we'll explore why this flicker happens and provide a solution to prevent it. Why Does the Flicker Happen? The flickering effect you noticed is common when using CSS transitions for hover states. Here's a breakdown of what occurs: Cursor Change: When you hover over the button, your cursor changes to a pointer, indicating it's clickable. When you click and hold the button, the cursor remains as a pointe…  ( 4 min )
    Mobile UI Design
    Mobile UI (User Interface) design plays a critical role in the success of any mobile application. A well-designed UI enhances usability, accessibility, and the overall user experience. In this blog post, we'll explore the essentials of mobile UI design and how developers and designers can collaborate to build intuitive and visually pleasing apps. What is Mobile UI Design? Mobile UI design is the process of designing graphical and interactive elements of a mobile application, such as buttons, icons, typography, navigation, and layout. The goal is to ensure users can easily interact with the app and achieve their goals without confusion or frustration. Principles of Good Mobile UI Design Simplicity: Keep the interface clean and uncluttered to avoid overwhelming users. Consistency: Maintain u…  ( 3 min )
    Digital Marketing Application Programming
    In today's tech-driven world, digital marketing is no longer just about catchy ads and engaging posts—it's about smart, automated, data-driven applications. Whether you're a developer building a marketing automation platform or a digital marketer looking to leverage tech, understanding how to program marketing applications is a game changer. What Is Digital Marketing Application Programming? Digital Marketing Application Programming refers to the development of tools, systems, and scripts that help automate, optimize, and analyze digital marketing efforts. These applications can handle tasks like SEO analysis, social media automation, email campaigns, customer segmentation, and performance tracking. Key Areas of Digital Marketing Applications Email Marketing Automation: Schedule and person…  ( 3 min )
    Game AI Programming
    Artificial Intelligence (AI) in gaming plays a crucial role in creating engaging, dynamic, and realistic experiences for players. From non-player character (NPC) behavior to procedural content generation, game AI programming encompasses various techniques and approaches to make games more immersive. In this post, we will explore the fundamentals of game AI programming and the techniques that developers can use to enhance gameplay. What is Game AI? Game AI refers to the techniques and algorithms used to create the illusion of intelligence in non-player characters and other game systems. It allows these entities to react to player actions, adapt to changing environments, and provide challenges, making the game experience richer and more enjoyable. Key Concepts in Game AI Pathfinding: Algorit…  ( 4 min )
    Audio and Music Application Development
    The rise of digital technology has transformed the way we create, consume, and interact with music and audio. Developing audio and music applications requires a blend of creativity, technical skills, and an understanding of audio processing. In this post, we’ll explore the fundamentals of audio application development and the tools available to bring your ideas to life. What is Audio and Music Application Development? Audio and music application development involves creating software that allows users to play, record, edit, or manipulate sound. These applications can range from simple music players to complex digital audio workstations (DAWs) and audio editing tools. Common Use Cases for Audio Applications Music streaming services (e.g., Spotify, Apple Music) Audio recording and editing so…  ( 4 min )
    Overload Resolution Priority in C# 13 — Fine-Tuning API Evolution for Library Authors
    C# 13 introduces a highly specialized but impactful feature: OverloadResolutionPriorityAttribute, which allows library authors to guide the compiler in selecting the preferred method overload — especially during API evolution. This attribute enables you to: Add new, optimized overloads without breaking existing code Encourage usage of improved APIs on recompile Avoid overload ambiguity at compile time Let’s walk through how this works, when to use it, and how to avoid introducing confusion. When adding a new overload to a public API, especially one that overlaps in parameter shape, you risk: Ambiguous method calls at compile time Breaking source compatibility Preventing older consumers from upgrading The goal: let old code keep working, but prefer the new overload on recompilation. C# 13 r…  ( 4 min )
    Learning to Write Secure Code
    In today's digital age, writing secure code is no longer optional—it's a necessity. Whether you're building a simple website or a complex enterprise system, insecure code can open the door to data breaches, service disruptions, and damaged reputations. In this post, we'll explore the essentials of secure coding and how to make it a part of your development workflow. Why Secure Coding Matters Protects sensitive user data (passwords, financial info, personal details) Reduces the risk of cyberattacks (SQL injection, XSS, CSRF) Complies with legal and regulatory requirements (GDPR, HIPAA, PCI-DSS) Builds user trust and enhances your product's reliability Top Secure Coding Practices Validate All Input: Sanitize and validate user inputs to prevent injection attacks. Use Parameterized Queries: Pr…  ( 3 min )
    Text Processing Software Development
    Text processing is one of the oldest and most essential domains in software development. From simple word counting to complex natural language processing (NLP), developers can build powerful tools that manipulate, analyze, and transform text data in countless ways. What is Text Processing? Text processing refers to the manipulation or analysis of text using software. It includes operations such as searching, editing, formatting, summarizing, converting, or interpreting text. Common Use Cases Spell checking and grammar correction Search engines and keyword extraction Text-to-speech and speech-to-text conversion Chatbots and virtual assistants Document formatting or generation Sentiment analysis and opinion mining Popular Programming Languages for Text Processing Python: With libraries like …  ( 3 min )
    Automation Programming Basics
    In today’s fast-paced world, automation programming is a vital skill for developers, IT professionals, and even hobbyists. Whether it's automating file management, data scraping, or repetitive tasks, automation saves time, reduces errors, and boosts productivity. This post covers the basics to get you started in automation programming. What is Automation Programming? Automation programming involves writing scripts or software that perform tasks without manual intervention. It’s widely used in system administration, web testing, data processing, DevOps, and more. Benefits of Automation Efficiency: Complete tasks faster than doing them manually. Accuracy: Reduce the chances of human error. Scalability: Automate tasks at scale (e.g., managing hundreds of files or websites). Consistency: Ensur…  ( 3 min )
    How to Simplify Error Handling with Tonic in Rust Projects?
    When working on Rust projects that leverage multiple external crates, how to handle error types efficiently can become a tangled mess, especially when you are dealing with various Result types like Result and Result. The orphan rule in Rust restricts you from implementing conversions like impl From for BarError across distinct crates, leading to cluttered code due to multiple map_err calls. Understanding the Problem In Rust, error handling is often a source of complexity when integrating external crates, particularly when each crate has its own error type. When you have to return a unified error type, like tonic::Status in this case, you may find yourself writing numerous utility functions to map errors from individual crates to a common error type. The…  ( 4 min )
    Geographic Information Systems (GIS) Development
    Geographic Information Systems (GIS) have revolutionized the way we interact with spatial data. From city planning to environmental monitoring and logistics, GIS is a powerful tool that combines maps with data for smarter decision-making. In this post, we'll explore what GIS is, the technologies involved, and how to get started with GIS application development. What is GIS? GIS stands for Geographic Information Systems, which are tools and systems used to capture, store, analyze, manage, and visualize spatial or geographic data. These systems are essential for analyzing patterns, relationships, and geographic trends across various fields. Applications of GIS Urban Planning: Design infrastructure based on population density and land usage data. Environmental Monitoring: Track climate change…  ( 4 min )
    Educational Robotics Programming
    Educational robotics programming is one of the most engaging and practical ways to teach students essential 21st-century skills such as problem-solving, critical thinking, coding, and teamwork. Through the creation and programming of robots, learners of all ages can experience hands-on STEM education in a fun and interactive environment. What is Educational Robotics? Educational robotics involves designing, building, and programming robots to perform specific tasks. These robots can be as simple as Lego Mindstorms kits or as advanced as Raspberry Pi-powered bots. The goal is to teach foundational concepts in computer science, electronics, and mechanical engineering through real-world applications. Benefits of Robotics Programming for Education Hands-On Learning: Students apply theoretical …  ( 3 min )
    E-learning Platform Development
    As digital education becomes more widespread, developing e-learning platforms has become a crucial area of software development. Whether you're building a learning management system (LMS) for schools, corporate training, or independent courses, this post covers the key components, technologies, and best practices for creating a successful e-learning platform. Key Features of an E-learning Platform User Registration & Profiles: Allow students and instructors to create and manage their profiles. Course Management: Instructors can create, edit, and organize courses with modules and lessons. Multimedia Support: Enable video, audio, PDFs, and interactive quizzes. Progress Tracking: Show users their progress and allow instructors to monitor performance. Certificates: Offer completion certificate…  ( 3 min )
    Test-Driven Development (TDD)
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    Learning Design Patterns in Programming
    Design patterns are reusable solutions to common software design problems. Whether you're a beginner or an experienced developer, learning design patterns can greatly improve your ability to write clean, scalable, and maintainable code. This post introduces the concept of design patterns, why they're important, and how you can start using them effectively in your projects. What Are Design Patterns? A design pattern is a proven way to solve a specific problem in software design. These patterns are not code snippets but templates or best practices that guide developers in structuring their programs. Why Use Design Patterns? Code Reusability: Promotes the use of reusable solutions. Scalability: Makes it easier to scale applications. Maintainability: Leads to cleaner and more organized code. T…  ( 3 min )
    Financial and Banking Application Programming
    Financial technology (FinTech) has revolutionized how we manage money, invest, and perform banking operations. For developers, programming financial and banking applications involves a unique set of skills, tools, and compliance considerations. This post explores the essential concepts and technologies behind building secure and robust financial applications. Types of Financial Applications Banking Apps: Enable account management, transfers, and payments. Investment Platforms: Allow users to trade stocks, ETFs, and cryptocurrencies. Budgeting & Expense Trackers: Help users monitor spending and savings. Loan Management Systems: Handle loan applications, payments, and interest calculations. Payment Gateways: Facilitate secure online transactions (e.g., Stripe, PayPal). Key Features of Financ…  ( 3 min )
    Basics of Medical and Health Software Development
    Medical and health software development is a rapidly growing field that blends technology with healthcare to improve patient outcomes, optimize hospital systems, and enhance access to medical services. This post introduces the key concepts, technologies, and challenges involved in developing health-based applications. What Is Medical Software? Medical software refers to any application that is designed for use in diagnosing, treating, monitoring, or managing health conditions. Examples include: Electronic Health Records (EHR) Systems Telemedicine Platforms Patient Monitoring Systems Mental Health Apps Diagnostic and Imaging Tools Mobile Health (mHealth) Applications Key Features of Medical Software Data Security: Protection of patient data is critical (HIPAA, GDPR). Interoperability: Integ…  ( 3 min )
    Data Analysis and Visualization Using Programming Techniques
    Data analysis and visualization are crucial skills in today’s data-driven world. With programming, we can extract insights, uncover patterns, and present data in a meaningful way. This post explores how developers and analysts can use programming techniques to analyze and visualize data efficiently. Why Data Analysis and Visualization Matter Better Decisions: Informed decisions are backed by data and its interpretation. Communication: Visualizations make complex data more accessible and engaging. Pattern Recognition: Analysis helps discover trends, anomalies, and correlations. Performance Tracking: Measure progress and identify areas for improvement. Popular Programming Languages for Data Analysis Python: Rich in libraries like Pandas, NumPy, Matplotlib, Seaborn, and Plotly. R: Designed sp…  ( 3 min )
    What Would Rust Be Without Cargo? A Beautiful Disaster
    Ask any developer who’s used Rust what made the experience special. But dig a little deeper, and something else almost always comes up: Cargo. Rust’s package manager and build tool isn’t just “nice to have.” Now imagine Rust without it: No standard project layout. No dependency management. No easy testing or publishing. No cargo build, cargo test, or cargo run. Just a complex, opinionated systems language... with zero guidance or tooling. It would be a beautiful disaster—full of promise, but hard to harness. Shell is ancient, universal, and indispensable. Despite its power, shell scripting is stuck in the dark ages: Scripts are ad-hoc and fragile. Logic is duplicated everywhere. There's no clear way to structure or modularize projects. Reuse? Testing? Versioning? Almost nonexistent. It’s l…  ( 4 min )
    Interactive Web Application Development
    Web development is no longer about just static pages. Users now expect responsive, real-time, and engaging experiences. In this post, we’ll explore how to develop interactive web applications that provide dynamic content and respond to user input instantly. What is an Interactive Web Application? An interactive web app is a website that responds to user actions in real time without needing to reload the entire page. Examples include: Live chats Form validations Dynamic dashboards Online games and quizzes Social media feeds and comment systems Key Technologies for Interactivity HTML & CSS: Structure and style your app. JavaScript: The core language for interactivity. Frontend Frameworks: React, Vue.js, or Angular for building dynamic UIs. AJAX & Fetch API: Load data without page reloads. We…  ( 3 min )
    Programming Project Management
    Managing a programming project—whether you're working solo or with a team—requires more than just writing code. Good project management ensures that you meet deadlines, maintain code quality, and deliver value to users or clients. In this post, we'll explore the key principles and tools to help you manage software projects effectively. Why Project Management Matters in Programming Improves efficiency: Plan work, avoid bottlenecks, and reduce wasted effort. Delivers on time: Stay on schedule with milestones and deadlines. Enhances communication: Keep your team (or clients) aligned and informed. Maintains quality: Use consistent coding standards, testing, and reviews. 1. Define the Project Scope Start by identifying what the project is supposed to do. Ask questions like: What problem does th…  ( 4 min )
    Digital Marketing for Programmers
    You’ve built a great app, website, or tool—but what’s next? As a programmer, learning digital marketing can help you reach more users, grow your brand, and even monetize your work. In this post, we’ll explore essential digital marketing strategies tailored for developers and tech entrepreneurs. Why Programmers Should Learn Digital Marketing Gain Visibility: Ensure people discover and use your product. Monetize Projects: Turn side projects into profitable ventures. Build a Personal Brand: Showcase your skills and expertise. Attract Opportunities: Networking, clients, job offers, and collaborations. 1. Know Your Audience Start by defining your ideal users. Are they developers, students, small businesses, or general consumers? Understanding their needs will help you tailor your messaging and …  ( 4 min )
    `ref` and `unsafe` in Async and Iterator Methods — Unlocking `Span` in C# 13
    ref and unsafe in Async and Iterator Methods — Unlocking Span in C# 13 Starting in C# 13, the language lifts one of its long-standing restrictions: the inability to use ref struct types, ref variables, or unsafe contexts in iterator (yield) or async methods. This evolution is critical for developers working with performance-sensitive data, particularly through types like: System.Span System.ReadOnlySpan Custom ref struct types Let’s dive deep into what this change allows, what restrictions remain, and how it helps you write better, faster, and safer C# code. ref in async or yield Before C# 13, you couldn’t declare or use: ref locals or ref struct variables in async methods ref locals or ref struct variables in iterator methods unsafe code blocks inside iterator methods This ma…  ( 4 min )
    Augmented & Virtual Reality (AR/VR) App Development
    Augmented Reality (AR) and Virtual Reality (VR) are transforming the way we interact with digital content. From immersive games to educational simulations and training environments, AR/VR technologies provide dynamic user experiences that bridge the physical and virtual worlds. In this guide, we’ll explore how to start building AR and VR applications and what tools you need. What is AR and VR? Augmented Reality (AR): Enhances the real world by overlaying digital content through devices like smartphones or AR glasses. Virtual Reality (VR): Immerses the user in a completely virtual environment, often using headsets like Oculus Rift, HTC Vive, or Meta Quest. Popular Platforms and Tools for AR/VR Development Unity: A powerful game engine with support for AR and VR development using C#. Unreal …  ( 4 min )
    Getting Started with Data Analysis Using Python
    Data analysis is a critical skill in today’s data-driven world. Whether you're exploring business insights or conducting academic research, Python offers powerful tools for data manipulation, visualization, and reporting. In this post, we’ll walk through the essentials of data analysis using Python, and how you can begin analyzing real-world data effectively. Why Python for Data Analysis? Easy to Learn: Python has a simple and readable syntax. Rich Ecosystem: Extensive libraries like Pandas, NumPy, Matplotlib, and Seaborn. Community Support: A large, active community providing tutorials, tools, and resources. Scalability: Suitable for small scripts or large-scale machine learning pipelines. Essential Python Libraries for Data Analysis Pandas: Data manipulation and analysis using DataFrames…  ( 3 min )
    Microservices Are a Tax Your Startup Probably Can’t Afford
    Why splitting your codebase too early can quietly destroy your team’s velocity — and what to do instead. In a startup, your survival depends on how quickly you can iterate, ship features, and deliver value to end-users. This is where the foundational architecture of your startup plays a big role; additionally, things like your tech stack and choice of programming language directly affect your team’s velocity. The wrong architecture, especially premature microservices, can substantially hurt productivity and contribute to missed goals in delivering software. I've had this experience when working on greenfield projects for early-stage startups, where questionable decisions were made in terms of software architecture that led to half-finished services and brittle, over-engineered and broken l…  ( 14 min )
    Implicit Index Access in C# 13 — Using `^` in Object Initializers
    ^ in Object Initializers The ^ operator (read as "from the end") has been part of C# since version 8, allowing developers to easily access elements from the end of collections: int last = myArray[^1]; // Last element However, until C# 13, you couldn’t use ^ inside object initializers. This restriction has now been lifted, giving developers more expressive and compact ways to initialize collections directly. Let’s explore how this change improves array initialization syntax and simplifies common patterns. Prior to C# 13: var countdown = new TimerRemaining(); countdown.buffer[^1] = 0; // Valid But you could not write: var countdown = new TimerRemaining { buffer = { [^1] = 0 } // ❌ Compiler error before C# 13 }; Now, this syntax is fully supported. ^ in Initializers public class…  ( 4 min )
    Natural Types for Method Groups in C# — Smarter Overload Resolution
    In modern C#, method groups — collections of methods with the same name but different signatures — are frequently used in scenarios like: Passing methods as delegates LINQ projections Action, Func assignments Method references in event subscriptions C# 13+ introduces an important enhancement in how the compiler handles these method groups by optimizing the resolution of a natural type (i.e., an expected delegate type) for a method group. Let’s explore what changed, how it affects overload resolution, and what it means for you as a C# expert. A method group is a set of method overloads identified by a shared name: void Log(string message) { ... } void Log(string message, LogLevel level) { ... } Calling Log without parentheses creates a method group, which the compiler tries to match to…  ( 4 min )
    Financial Backing for Open Source Projects: Sustaining Innovation and Collaboration
    Abstract Open source software underpins today’s digital innovation but faces ongoing challenges in sustaining development and community engagement. This post explores the evolution of open source funding—from early volunteer models to modern blockchain-enabled approaches—and examines key models like donations, corporate sponsorships, dual licensing, subscription services, and bounties. We detail the historical context, define critical financial backing terms, and explore practical use cases in blockchain, NFT marketplaces, and developer tools. Additionally, we review the challenges and limitations of current funding strategies and highlight future trends that include tokenization, smart contracts, and decentralized governance. This comprehensive analysis is designed for technical experts…  ( 9 min )
    Building Smart Recommendation Systems
    Recommendation systems have become a crucial feature in modern applications, helping users discover relevant content, products, or services. Whether it's suggesting movies, books, shopping items, or music, these systems enhance user experience and boost engagement. In this post, we'll explore how recommendation systems work, types of recommendation algorithms, and how you can start building your own. What is a Recommendation System? A recommendation system is a type of information filtering system that predicts user preferences and suggests items that users might like. These systems use data analysis and machine learning techniques to deliver personalized content. Types of Recommendation Systems Content-Based Filtering: Recommends items similar to what the user has liked before by analyzin…  ( 4 min )
    "Passion to Profit: Transform Your Favorite Hobby into a Money-Making Side Hustle"
    Passion to Profit: Transform Your Favorite Hobby into a Money-Making Side Hustle Everyone has something they’re passionate about, whether it's baking exquisite desserts, painting stunning landscapes, or knitting cozy sweaters. Imagine turning these passions into a profitable side hustle that not only generates extra income but also adds joy to your life. Here's how you can do it. According to a 2021 survey by Bankrate, nearly half of working Americans report having a side hustle, with an average monthly income of $1,122. This figure suggests there is not only potential but also demand for skills and products born from personal passions. Extra Income: This goes without saying — side hustles can be a lucrative option to boost your financial status. Skill Enhancement: Working on your hobby …  ( 4 min )
    Searching among 3.2 Billion Common Crawl URLs with <10µs lookup time and on a 48€/month server
    Why this matters? The core essence of Computer Science at the lowest level is manipulating data through logical operations to perform calculations and every single CS related company in the world, is racing to do more of it, in a shorter amount of time. The challenge? Scale! As datasets grow linearly, the computational resources needed frequently grow exponentially or at least non-linearly. For example, many graph algorithms and machine learning operations scale as O(n²) or worse with data size. A seemingly modest 10x increase in data can suddenly demand 100x or 1000x more computation. This exponential scaling wall creates enormous technical and economic pressure on companies handling large datasets — forcing innovations in algorithms, hardware architectures, and distributed systems just…  ( 7 min )
    Why Everyone Avoids TEXT Fields in MySQL
    When storing a segment of serialized data of uncertain length in a database, many people design the field as VARCHAR(2000) in the table schema. But if the length is uncertain, why not use the TEXT type instead? Some say: TEXT affects query performance. Is that really the reason? This article will explore that: TEXT is a variable-length data type in MySQL, including TINYTEXT, TEXT, MEDIUMTEXT, and LONGTEXT. They are typically used to store large amounts of textual data, with the following storage limits: TINYTEXT: 0 - 255 bytes TEXT: 0 - 65,535 bytes MEDIUMTEXT: 0 - 16,777,215 bytes LONGTEXT: 0 - 4,294,967,295 bytes Each BLOB or TEXT value is represented internally by a separately allocated object, whereas other data types have storage space allocated once per column when the table is opene…  ( 4 min )
    Financial Viability & Metrics in Open Source Projects – A Deep Dive into Economic Growth, Sponsorship, and Innovative Funding
    Abstract This post examines how open source projects harness various funding methods to fuel economic growth. We discuss models such as corporate sponsorships, dual licensing, and crowdfunding, along with emerging trends like blockchain integration and NFT tokenization. Readers will gain insights into historical context, core features, practical applications, and future innovations in sustainable open source funding. We also provide SEO-driven keywords—open source, financial growth, blockchain, NFTs, sponsorship, crowdfunding, dual licensing, and community engagement—to ensure clarity and readability for both technical audiences and search engines. Open source projects have evolved from hobbyist efforts to key enablers of innovation across industries like blockchain and NFTs. As these pr…  ( 9 min )
    How to Insert Multiple Records into MySQL with PHP?
    If you're looking to insert multiple records into a MySQL database using PHP but finding that only one record gets inserted, you're not alone. This is a common issue that many developers face, especially when using a foreign key in the database schema. Understanding the Problem In your case, it seems that the data is being collected correctly, but there might be an issue with how you're managing the insertion into the database. When inserting multiple records, it's vital to ensure that you loop through your dataset properly and that your database insertions are correctly structured. Database Schema Considerations Before diving into the solution, let's clarify what we're trying to accomplish. You want to insert multiple records into mytable2, which should reference the primary key from myta…  ( 4 min )
    The AI Dev Tool Lottery: Why Building Your Own Tools Beats Playing the Odds
    Third-party AI developer tools often feel like playing the lottery - input your prompt and hope it works. Building your own tools gives you the control and visibility to transform unpredictable gambling into reliable engineering. This post was originally shared on https://qckfx.com/blog/the-ai-dev-tool-lottery-why-building-your-own-tool-beats-playing-the-odds In the rapidly evolving landscape of AI-powered developer tools, a frustrating pattern has emerged. You input your prompt, click submit, and find yourself crossing your fingers. Will it produce the code you need? Will it understand your problem correctly? Or will you need to try again and again, burning through your token budget while hoping for that winning ticket? We've all heard the stories about teams excited by new autonomous cod…  ( 5 min )
    Utilizando o wget no Linux
    Introdução. wget é uma ferramenta de linha de comando usada para baixar arquivos da internet via HTTP, HTTPS ou FTP. Ele é muito útil para automatizar downloads ou para baixar arquivos em servidores sem interface gráfica. As principais características do wget são: Funciona diretamente no terminal. Pode baixar arquivos de uma URL específica. Suporta downloads recursivos, ou seja, pode baixar páginas e todos os arquivos relacionados. Permite retomar downloads interrompidos com a opção -c. Ideal para scripts automáticos de atualização ou backup. Veja abaixo as opções mais usadas do comando wget: O wget sem parâmetros, apenas baixa o arquivo: wget https://exemplo.com/arquivo.zip Utilize wget -O para baixar um arquivo e salvar com um nome diferente: wget -O novo_nome.zip https://exemplo.com/arq…  ( 3 min )
    Invoker Commands API
    Invoker Commands API src What does that mean though? Basically we have a possibly growing amount of declarative HTML that can add interactivity, without javascript 🤯 If you're a old and kind of clever like me this might trigger happy memories of the Do you believe in love after love element HTML attributes commandfor command src and an example from MDN Show modal dialog Close Dialog Content So what's interesting about the above example, at least to me is it actually runs with javascript disabled!?! So only built in the browser commands will work, but I think this is cool. Really primitive elements that add a better UX to the user can now run in environments without javascript. Also this pattern has better Accessibility out of the box. You can also write your own custom js events and handlers... Creating custom commands ```Rotate left myImg.addEventListener("command", (event) => { I'm not 100% overall on how I feel about that though, maybe it helps lower level with creating interactive elements... Maybe it feels like too little too late, time will tell.  ( 3 min )
    How to Fix 'Please provide ShowCaseView context' in Flutter?
    Introduction In Flutter, if you encounter the error message Please provide ShowCaseView context while using the ShowcaseView widget, you are not alone. I have read extensive documentation and community forums, including Stack Overflow, but still couldn't resolve this issue. This article will guide you through understanding why this happens and how to fix it effectively when integrating the showcaseview and persistent_bottom_nav_bar_v2 packages in Flutter. When you implement the ShowCaseWidget, it's essential to ensure that the context is correctly provided to the widget. Given a scenario where you want to showcase some features in a BottomNavigationBar, this error could pop up if the ShowCaseWidget isn't wrapped properly, or the context is not available at the calling point. Understanding …  ( 4 min )
    Speech Recognition API for Voice Input
    Comprehensive Guide to Speech Recognition API for Voice Input in JavaScript Historical and Technical Context Evolution of Speech Recognition Technologies The journey of speech recognition technology started as early as the 1950s, predominantly focusing on isolated word recognition. Early systems, such as IBM's "Shoebox," recognized a mere 16 words. The evolution accelerated with the advent of hidden Markov models (HMM) in the 1980s, which allowed for continuous speech recognition. The 1990s saw the introduction of statistically based systems, leveraging vast amounts of data to improve accuracy. Fast forward to the 21st century, we witness the proliferation of deep learning techniques, particularly the use of recurrent neural networks (RNN) and convolutional neural n…  ( 6 min )
    Crowdfunding Open Source Development and Blockchain Innovation: A New Era of Sustainable Funding
    Abstract This post explores the convergence of crowdfunding for open source development and blockchain innovation. We dive into the history of open source funding, explain how blockchain solutions like smart contracts, tokenization, and decentralized ledgers are revolutionizing the space, and review real-world use cases such as EcoFabric and supply chain transparency. We also discuss challenges—ranging from technical complexity to regulatory uncertainties—and examine future trends like hybrid funding platforms and evolving tokenization models. By blending insights from industry experts and practical examples, this post provides a holistic understanding of how these technologies are reshaping the funding ecosystem for sustainable innovation. Open source software has long relied on communi…  ( 8 min )
    Hello .NET Aspire: Breaking down the key features
    .NET Aspire is the latest framework from Microsoft in the .NET ecosystem, adding to ASP.NET, Blazor, Entity Framework, MAUI, etc. Released in 2023, it was designed specifically for cloud-native and distributed applications and acts as an orchestrator for the entire application stack. It is opinionated, meaning it provides a set of conventions and best practices for how to build applications. If you adopt these opinions, Aspire makes the developer experience much smoother and more productive. Some of these key features include: Application modeling: Aspire allows you to model your application in C# code instead of using YAML or other configuration languages. Local development: It provides a seamless local development experience, allowing you to start and stop your entire application with a …  ( 7 min )
    Untitled
    Check out this Pen I made!  ( 2 min )
    Kyverno: Seu aliado ideal para governança e políticas no Kubernetes
    No mundo das aplicações modernas, onde escalabilidade e portabilidade estão fortemente ligadas à arquitetura de containers — e, consequentemente, ao Kubernetes — garantir a segurança e a conformidade dos clusters tornou-se essencial. À medida que as suas aplicações crescem e os ambientes se tornam mais complexos, a necessidade de uma forma eficiente e flexível de aplicar políticas torna-se cada vez mais crítica. É nesse cenário que o Kyverno se destaca, emergindo como um aliado poderoso — e, para muitos, a solução perfeita — para orquestrar políticas dentro do ecossistema Kubernetes. Kyverno é uma ferramenta de política de código aberto para Kubernetes que permite definir, gerenciar e aplicar políticas operacionais e de segurança nos clusters. Ao contrário de outros mecanismos que exigem l…  ( 4 min )
    Haramain Train: A Modern Link Between History and the Future
    Introduction: Revolutionizing Travel in the Heart of the Kingdom In a country where history and spirituality run deep, modern transportation is taking a bold step forward. The Haramain train is more than a fast-moving locomotive—it’s a symbol of progress, designed to connect the sacred cities of Makkah and Madinah while offering travelers a world-class experience. Whether you're a pilgrim, tourist, or local commuter, the Haramain High-Speed Railway redefines how people move across the western region of Saudi Arabia. Unlike traditional rail systems, the Haramain train is built for speed and comfort. Capable of reaching up to 300 km/h, the train dramatically reduces travel time between key destinations. Onboard, passengers enjoy spacious seating, climate control, Wi-Fi connectivity, and on…  ( 5 min )
    I Didn’t Expect AI to Transform SaaS This Fast (But Here We Are)
    Not long ago, “AI in SaaS” felt like a buzzword, a chatbot here, some automation there. But in 2025, it’s clear: I recently made a quick YouTube Short that summarizes this shift in just 60 seconds. But I wanted to share a bit more context with the dev.to community, because many of us are building this future. Here’s what’s really changing: AI handles what used to be the boring, manual work, form filling, task assignment, ticket tagging, report generation. Not only is it faster, but it actually lets teams focus on solving real problems. AI isn’t just reacting anymore, it’s learning. We’re seeing apps that adjust to each user: what they click, when they drop off, which features they ignore. AI then reshapes the experience in real time. Feels like magic (but it's models). Whether it’s predicting churn, forecasting demand, or recommending next steps, smart SaaS tools are becoming proactive. This gives users (and product teams) a serious advantage. At ClickIT, we’ve been working with startups and mid-size companies to integrate this kind of AI into their SaaS platforms. It’s wild how quickly things evolve once AI becomes part of your architecture, especially when the goal is to scale fast without losing control. Here’s the video I mentioned, just 60 seconds, made to spark ideas: How AI Is Revolutionizing SaaS in 2025 Are you already integrating AI into your product? If not ❌ — What’s holding you back? And if yes ✅ — What has surprised you the most? Would love to hear how other devs, founders, and engineers here are approaching the AI shift in SaaS.  ( 3 min )
    How to Debug TypeScript with Node.js and VSCode Correctly?
    Debugging TypeScript code in Node.js projects can sometimes lead to frustrating experiences, especially when working with multiple projects that have dependencies on each other. If you're encountering issues where VSCode's debugger steps into a temporary compiled JavaScript source instead of the original TypeScript files when debugging your project Foo, you've come to the right place. Let's address the common issues and provide you with clear solutions for setting up your debugging environment effectively. Understanding the Problem When you create a dependency between two Node.js projects, like Foo and Bar in this case, you might run into trouble with your breakpoints not being recognized. The debugger might often navigate through transpiled JavaScript files, making it challenging to debug…  ( 4 min )
    Getting Started with Ansible on Red Hat Linux
    Welcome to Day 23 of the 30 Days of Linux Challenge! Today we’re entering the world of automation using one of the most powerful tools available in the Red Hat ecosystem: Ansible. Ansible lets you automate repetitive tasks — like updating systems, installing packages, configuring files, and managing entire server fleets — using simple, human-readable YAML files. What is Ansible? Install Ansible on Red Hat Linux Configure Local Inventory Run Ad-Hoc Commands Write Your First Playbook Run the Playbook Try It Yourself Why This Matters Ansible is a declarative automation engine: Uses YAML playbooks Connects over SSH (agentless) Scales from single node to 1000s of systems Works perfectly with Red Hat Enterprise Linux, CentOS, Fedora, and more sudo subscription-manager repos --enable codeready-builder-for-rhel-9-x86_64-rpms Verify version: ansible --version Configure Local Inventory Create an inventory file: mkdir ~/ansible Add this to target your own machine: localhost ansible_connection=local Test connection: ansible localhost -m ping -i hosts Expected result: json List all users: ansible localhost -m command -a "whoami" -i hosts Install a package: ansible localhost -m dnf -a "name=htop state=present" -i hosts --become Write Your First Playbook Example playbook: yaml name: Basic Setup Playbook hosts: localhost become: true tasks: - name: Ensure NTP is installed dnf: name: chrony state: present - name: Start and enable NTP service service: name: chronyd state: started enabled: true ansible-playbook -i hosts setup.yml This will: Install htop and chrony Start and enable the chronyd time service 🧪 Practice tasks: Install another package using a playbook (e.g. git, tree) Use Ansible to start or restart a service Create a user with the user module Run an ad-hoc uptime or df -h check across multiple hosts With Ansible, you can: ✅ Eliminate repetitive manual tasks Whether you’re a sysadmin or DevOps engineer, Ansible is your command center for intelligent automation.  ( 4 min )
    [Boost]
    Why Every Programmer Needs a Non Computer Hobby 🎯 Mahdi Jazini ・ May 5 #lifestyle #productivity #programming #mentalhealth  ( 2 min )
    [Boost]
    🧠 40 System Design Questions That Could Land You a $150K Job in 2025 💰 Hadil Ben Abdallah for Final Round AI ・ May 5 #design #interview #programming #career  ( 2 min )
    Casamento de Padrões em Elixir
    Você sabia que tanto Erlang como Elixir não possuem um operador de atribuição? message = "Hello World" Mais conhecido como Pattern Matching, esse mecanismo te permite fazer associações de valores através Na prática: iex> hello_world = "Hello World" iex> hello_world > "Hello World" iex> "Hello " world = "Hello World" iex> world > "World" Os 2 exemplos acima ilustram o funcionamento do casamento de padrões. No segundo exemplo a runtime irá tentar encontrar o valor "Hello " no valor do lado direito do operador, se esse valor for encontrado(deu match) world.d Quando essa assertiva não acontece, e o padrão não é encontrado, uma exception é gerada. iex> "Hellu " world = "Hello World" > ** (MatchError) no match of right hand side value: "Hello World" Essa é uma das minhas funcionalidade…  ( 5 min )
    Implementing xor value swap without third variable in C
    Swapping variables is one of the most basic procedures that are done in programming. The first approach -and usually the most used by far- is to swap using a third variable, commonly named temporal variable. I'm sure you have seen it already. void swap(int* a, int* b) { int temp = *b *b = *a *a = temp } Yeah, that's a lot of pointers for explaining a swap. Blame C, not me 😒. Either way the process is the same in all languages: The value of variable b is stored in a temporal variable The value of variable a is stored in b The value stored in the temporal variable is moved to a I don't think it is necessary to say that the same process can be done replacing a with b and b with a But what if I told you that there's a way to swap values without using extra memory for a third vari…  ( 5 min )
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    Docker or VMs for Your Homelab? Let’s Settle the Debate (Sort Of) Blurbify ・ Apr 23 #docker #virtualmachine #homelab #devops  ( 2 min )
    How to Control Python Version for Brew Pipx Installations?
    When managing Python installations using tools like pyenv, it can sometimes be challenging to ensure that package managers like Homebrew respect the default Python version you’ve set. In this article, we will discuss how to make sure that brew install pipx respects your default Python version (in this case, 3.11.9) instead of automatically upgrading to a newer version, like 3.12. This is a common concern for developers who want stable environments for their applications. Understanding Pyenv and Homebrew pyenv is a popular tool for managing multiple Python versions on your machine without affecting the system’s default Python installation. By setting a Python version with pyenv global 3.11.9, you're informing the system to use Python 3.11.9 whenever a Python command is executed. However, wh…  ( 4 min )
    How The NEW HTML Element Changes Selects Forever
    Hello, fellow web dev If you’ve ever built a element in HTML, you know the pain: only plain, lifeless text shows up. It’s a UI crime, honestly. Not only does it look awful, but the user experience suffers as well. All you see is plain text and with icons or extra styling, users could scan options faster — but that’s not possible. And exactly this functionality is what developers have been asking for for decades. Boom, it’s finally here. We can customize our ! So let's have a look How it works How to style it Real world examples Browser support Join 300+ of web developers leveling up their skills with my weekly newsletter — and get your free CSS Selector Cheat Sheet to boost your coding skills! — If you wanted a rich dropdown — icons, HTML, maybe even interactive content — …  ( 4 min )
    🧪 5 Weirdly Useful Python Libraries You’ve Probably Never Heard Of (But Will Love)
    🎁 Exclusive Side Hustle Starter Kits (Grab These Now) Before you get into today’s article, here are two powerful resources to help you launch or level up your side hustle: 🎁 🚀 8 Side Hustle Blueprint Kits – $95 Value for $69! (Save 27% Today) 🎁 🚀 15 Side Hustle Kits for $69 (Was $150) – Save 54%! 👉 Perfect if you’re building a business on the side and need clear, actionable blueprints to shortcut the learning curve. And the Ultimate Vault - 🔥 113 Dev Products, 1 Download: Everything You Need to Learn, Build, and Launch Projects That Sell — Only 50 Downloads available. Let’s be real—Python’s standard library is solid. But sometimes you want to go a little rogue, mess around, and find new tools that do just enough weird stuff to make coding fun again. In this post, I’ll walk…  ( 6 min )
    7 Hidden Costs in Cloud Computing: What Every Business Needs to Know
    As the Head of Engineering at Bacancy, I have had the privilege of leading our cloud initiatives and helping scale our infrastructure. Over the years, we have leveraged the cloud for its flexibility, scalability, and speed, all of which have been critical to our business growth. However, as many companies quickly learn, the initial promise of cost-effective cloud solutions can sometimes be overshadowed by unexpected costs. In this article, I want to share insights into the hidden costs of cloud services that I have personally encountered and offer practical advice based on my experience. While it offers many benefits, businesses often overlook several hidden costs of the cloud. These unexpected expenses can quickly add up and impact your budget. Let’s take a look at the seven hidden costs …  ( 6 min )
    What is Data Remanence?
    Data Remanence is the residual representation of digital data that remains even after attempts have been made to remove or erase the data. This residue may result from data being left intact by a nominal file deletion operation, by reformatting of storage media that does not remove data previously written to the media, or through physical properties of the storage media that allow previously written data to be recovered. Data remanence may make inadvertent disclosure of sensitive information possible should the storage media be released into an uncontrolled environment (e.g., thrown in the bin (trash) or lost). Various techniques have been developed to counter data remanence. These techniques are classified as clearing, purging/sanitizing, or destruction. Specific methods include overwriti…  ( 3 min )
    What trends can I apply to my website?
    A post by Nathaly Cardenas  ( 2 min )
    How to install & configure Longhorn for Kubernetes
    Introduction Longhorn is a free, open-source, lightweight, reliable, and easy-to-use distributed block storage system for Kubernetes cluster. This guide will show you how to install and configure Longhorn for your k8s cluster. A k8s cluster >=v1.25. Helm v3. Basic k8s knowledge. Create the longhorn-system namespace and configure the Helm repository. kubectl create ns longhorn-system namespace/longhorn-system created helm repo add longhorn https://charts.longhorn.io "longhorn" has been added to your repositories helm repo update Hang tight while we grab the latest from your chart repositories... ...Successfully got an update from the "longhorn" chart repository Update Complete. ⎈Happy Helming!⎈ Create the longhorn.values.yaml for storing the Longhorn configuration values: # https://art…  ( 4 min )
    Supercharging API Rate Limiting with AIMD - A Deep Dive into Modern System Design
    Abstract APIs have become the lifeblood of modern digital ecosystems. Ensuring scalability, fairness, and resilience is no longer optional—it’s fundamental. Traditional rate limiting techniques offer a static shield against abuse and overload, but they can fall short when faced with dynamic, ever-shifting workloads. Inspired by the adaptive system design strategies from Alex Xu’s acclaimed System Design Interview series, this article explores a powerful, nuanced alternative: building adaptive rate limiters using AIMD (Additive Increase, Multiplicative Decrease). We delve into how AIMD works, why Redis is an ideal backend, and provide a full C# implementation to empower developers building the next generation of cloud-native APIs. Today’s APIs operate in a world where user demand and syst…  ( 5 min )
    How to Display Duplicate Values in Java Code Output?
    Introduction In this article, we tackle an interesting problem in Java programming regarding the management and display of duplicate values in an array. We are working with a Java program that identifies duplicate entries in a list and organizes their respective information. The goal is to improve the output format of our program, specifically how we display duplicates alongside their parents. Understanding this will not only enhance the readability of your console output but will also aid significantly in debugging issues and analyzing data patterns. Understanding the Problem The provided code iterates through a list of file contents, identifies duplicate entries, and tries to format them for display. However, the output currently only shows the original values, not the associated duplica…  ( 5 min )
    🛠️ Part 2: All About SynTeam Templates – Structured GPT vs LangChain
    📌 Overview If you've used LangChain, you already know the idea of "chaining logical steps" in LLM workflows. SynTeam Framework brings a structural alternative: a lightweight, JSON-based templating system that defines Units (roles), Tasks (execution order), and Operators (data routing) – all optimized for prompt-native environments like ChatGPT. Unlike LangChain’s Python-centric abstraction, SynTeam templates run entirely within the LLM context, allowing you to: Design execution flows without writing code Assign responsibility explicitly to each processing block Keep your logic transparent and reproducible inside the LLM session itself This post is for developers, LLM engineers, and technical architects who want structure and predictability without external libraries. A template consists…  ( 4 min )
    Under the hood: What can you learn by building an HTTP Server from scratch?
    Introduction: I've always been curious about how most of the technologies I use on a day-to-day basis work. One of the things we as programmers have to interact with daily is HTTP servers. Most of the time, we don't think much about it since HTTP has been around for a long time, and there are thousands of HTTP servers and clients, so most people don't give much thought to how these technologies work! As someone who worked on many web-based applications and built many restful APIs, I would like to think that I have a pretty good understanding of how the HTTP protocol works and how HTTP servers generally function, however, since I've always been using ready-made HTTP servers (Mostly Kesterl, IIS and Nginx) and HTTP clients (curl, postman, httpie) I felt that there's a lot that I can learn …  ( 14 min )
    Misconfigured S3 Buckets: Detect and Remediate with AWS Config + Lambda
    🚨 1. The Hidden Danger: S3 Buckets Left Public Many developers create S3 buckets using the default console settings, CLI scripts, or even automation templates (like CloudFormation or Terraform) — without fully reviewing access policies. 🎯 What could go wrong? public-read or public-write is enabled by mistake Bucket policies allow Principal: "*" Static websites are deployed with no access restrictions Files contain sensitive data: .env, backup.zip, user-data.csv Case Study A dev team created a bucket to share app logs for debugging. The bucket had public access, and after 3 weeks it was indexed by a search engine. It contained logs with API keys and customer email addresses. 💸 This resulted in an internal audit and months of cleanup work. Rushed deployment with aws s3api create…  ( 4 min )
    Matrix in Python
    Problem 1: Check for a Toeplitz Matrix Problem: You are given an n x n square matrix. Write a function is_toeplitz(matrix) that checks whether the matrix is a Toeplitz matrix. A Toeplitz matrix is one where every descending diagonal from top-left to bottom-right (↘️) contains the same elements. Consider this matrix: 6 7 8 4 6 7 1 4 6 The diagonals are: [1], [4, 4], [6, 6, 6], [7, 7], [8] All elements in each diagonal are equal — so this is a Toeplitz matrix ✅. To check if a matrix is Toeplitz: Loop through each element in the matrix (excluding the last row and column). For each element, compare it with the one diagonally down-right from it. If any of those pairs don’t match, return False. If the loop completes without mismatches, return True. from typing import List def is_toeplitz(matrix: List[List[int]]) -> bool: n = len(matrix) for i in range(n): for j in range(n): if i + 1 < n and j + 1 < n: if matrix[i][j] != matrix[i + 1][j + 1]: return False return True matrix = [ [6, 7, 8], [4, 6, 7], [1, 4, 6] ] print(is_toeplitz(matrix)) # Output: True  ( 3 min )
    Famed AI researcher launches controversial startup to replace all human workers everywhere
    TL;DR: Famed AI researcher Tamay Besiroglu just launched Mechanize, a startup that vows to “fully automate all work” (at least white-collar jobs) by building data, evaluation tools and digital environments so AI agents can replace human labor. He even crunched the numbers: a potential $60 trillion-a-year market globally. The announcement sparked a firestorm—critics say it tarnishes the reputation of his non-profit lab Epoch (already dinged for cozy ties to OpenAI), and worry mass automation benefits companies at the expense of workers. Mechanize boasts heavyweight backers like Nat Friedman, Daniel Gross and Jeff Dean, but the debate rages on: is this the dawn of explosive economic growth or a fast track to a human‐work apocalypse?  ( 3 min )
    The build moves, but it no longer moves you.
    Build works. But it doesn’t hum. Maybe you’ve written good code—clean, stable, scalable— Maybe you’ve felt there’s something moving beneath the base layers. I’m looking for a connection. I’m looking for someone who can see drift and already understands what resonance means. If you don’t know, no worries. If you do— let’s talk.  ( 2 min )
    Aplicación de la ciberseguridad en grandes empresas: retos y estrategias modernas
    La ciberseguridad en grandes empresas es uno de los pilares más críticos para la operación moderna de sistemas distribuidos, especialmente en sectores como banca, telecomunicaciones, salud y tecnología. Las empresas de gran escala operan con arquitecturas distribuidas que involucran: Múltiples centros de datos Servicios en la nube (multi-cloud o híbridos) Miles de dispositivos y usuarios conectados Requisitos legales y normativos (como ISO 27001, GDPR, HIPAA) Esto genera una superficie de ataque enorme y puntos débiles como credenciales expuestas, errores de configuración, y tráfico interno mal segmentado. Ransomware dirigido a infraestructura crítica Phishing interno y comprometimiento de cuentas privilegiadas Ataques DDoS a servidores expuestos Exfiltración de datos a través de canales cifrados Abuso de servicios cloud mal configurados (como buckets S3 públicos) Zero Trust Architecture: no se confía ni en dispositivos internos sin validación. Segmentación de red dinámica: SDN y microsegmentación. Monitoreo continuo: SIEM y detección basada en comportamiento (UEBA). Respuestas automatizadas: SOAR y playbooks de contención. Cifrado de datos en tránsito y reposo. Autenticación multifactor en todo acceso sensible. CrowdStrike, SentinelOne (EDR/antivirus de nueva generación) Splunk, QRadar (SIEM empresarial) Palo Alto, Fortinet (firewalls de siguiente generación) Vault, Keycloak (gestión de credenciales y secretos)  ( 3 min )
    #7 DP: Observer
    O que é o Padrão Observer? O Observer é um padrão de projeto comportamental que define uma relação de dependência entre objetos, onde um objeto (o sujeito) notifica automaticamente outros objetos (os observadores) sempre que seu estado muda. Ele é muito útil quando várias partes do sistema precisam reagir a mudanças em um mesmo ponto. Esse padrão promove o desacoplamento entre quem emite o evento e quem reage a ele, permitindo que novos observadores sejam adicionados ou removidos em tempo de execução, sem alterar o sujeito. Em resumo, o Observer estabelece um mecanismo de notificação automática, garantindo que todos os interessados estejam atualizados sempre que algo importante acontece. As classes que devem reagir a mudanças se inscrevem no sujeito responsável por emitir essas mudanças. A classe principal recebe os observadores via o método addObserver(), registrando as implementações interessadas em ser notificadas. O método newStockData() executa a ação principal e, em seguida, notifica todos os observadores inscritos, permitindo que eles executem suas responsabilidades de forma independente. Assim caso surja uma demanda de adicionar uma nova açãoao newStockData, você não precisaria modificar a classe  ( 3 min )
    How to Join Accounting and Periods Tables in C# EF Core
    Introduction In this tutorial, we will explore how to effectively join the AccountingEntity and PeriodEntity when using Entity Framework Core in C#. The aim is to filter AccountingEntity based on a Group parameter while ensuring the Period property is properly initialized from the Periods table. This is a common scenario when dealing with related database tables in a fixed schema situation. Understanding the Relationship We are working with two tables: periods and accounting. The primary key in the periods table is a combination of group and id, while the accounting table has periodid that corresponds to id in periods. The relationship between these tables is established by matching accounting.periodid with periods.id, although no foreign key is defined in the schema. Correcting the Entity…  ( 4 min )
    Idempotency untuk Apa?
    Kamu lagi bikin backend API, trus tiba-tiba ada bug: user klik tombol "Bayar" dua kali dan... 😱 mereka ditagih dua kali! Tenang, kamu cuma butuh satu jurus: idempotency. Idempotency adalah sifat dari suatu operasi yang tidak berubah hasil akhirnya walaupun dilakukan berkali-kali dengan input yang sama. Bayangin dehh lu ngisi KRS (Kartu Rencana Studi). terus klik tombol “Ambil Mata Kuliah A” satu kali: ✅ Data masuk ke sistem. Eh, lo panik, koneksi jelek, lo klik lagi... ✅ Sistem bilang: “Mata kuliah A sudah diambil.” Hasil akhirnya? Sama. lo tetap ambil 1 kelas. idempotent operation. Sekarang bandingkan dengan contoh yang tidak idempotent. Lo transfer uang lewat aplikasi: Tekan tombol "Transfer" sekali: 💸 uang terkirim. Tapi karena loading terus, lo pencet lagi... 💸 uang terkirim dua kal…  ( 4 min )
    🐧 KubeGPT – AI-Powered Kubernetes Companion
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line KubeGPT is an AI-powered CLI tool that serves as your Kubernetes command-line sidekick. It lets you: ✅ Troubleshoot cluster issues using natural language 🎮 Play Kubernetes trivia games 📊 Generate reports for any namespace or object in your cluster 🤖 Seamlessly integrate Amazon Q Developer for intelligent command assistance Whether you're debugging a failing pod or just brushing up on your K8s skills with a quick game, kubegpt makes navigating Kubernetes clusters easier, faster, and a bit more fun. 📺 Click here to watch the demo 🔗 GitHub – kubegpt Amazon Q Developer was central to building KubeGPT: 🧠 I used Amazon Q to generate Go functions that interact with Kubernetes clusters, inc…  ( 4 min )
    Auto-Deploy Magic: Let GitHub Actions Handle the Heavy Lifting on Every Git Push ✨
    Hey there, tired developer! 👋 Let’s talk about the worst part of coding: that heart-pounding moment when you finally finish a feature, hit git push, and then… remember you still have to SSH into a server, run 15 commands, and pray you don’t accidentally take down production. 😅 What if I told you GitHub can auto-deploy your code the second you push, like a loyal robot butler? No more late-night deployment dread. Let’s turn you into the automation wizard you were born to be. Why Auto-Deploy? (Or: “How I Stopped Micromanaging My Code”) Imagine this: You write code. You git push. You grab coffee ☕. Your code is already live—tested, built, and deployed. No manual steps. No typos in deployment scripts. Just pure magic. GitHub Actions 101: Your Code’s New Best Friend GitHub Ac…  ( 4 min )
    📘 Building My Resume from Scratch Using HTML – A Practical Learning Experience
    🌐 Today, I took a meaningful step forward in my web development journey by creating my own resume using pure HTML. While there are plenty of ready-made templates and tools available, I wanted to challenge myself to build one from scratch. It was a great opportunity to practice core HTML skills and see how structure and content come together in a real-world project. 💡 The objective was simple: design a clean, professional, and structured resume that highlights my background, experience, and skills. I used semantic HTML elements like , , , and to make the document easy to read and accessible. 🛠️ Key takeaways from this project: Strengthened my understanding of HTML semantics and layout. Realized how effective clean structure can be in making content user-friendly. Gained confidence to move forward with styling (CSS) and possibly hosting it online. 📄 Why this matters: Creating your resume in HTML is not just about having a digital copy—it's a hands-on way to practice front-end skills, personalize your portfolio, and show recruiters or peers your commitment to learning and self-improvement. 🚀 Next steps: Apply CSS to enhance visual appeal. Make the layout responsive for mobile devices. Host it online and maybe even link it to a personal portfolio. 🔗 Final thoughts: If you're a beginner or intermediate developer, I highly recommend trying this out. It’s a simple but impactful way to sharpen your skills while building something meaningful and uniquely yours. Let me know your thoughts or share your own HTML resume experience—I’d love to connect and learn from the  ( 3 min )
    Regular Expression
    I had read about regular expressions and thought of writing a blog on this. I will try to cover as much as possible. Let's start with the basic definition. A regular expression (also “regexp”, or just “reg”) consists of a pattern and optional flags. In short, it is the method of matching strings to a pattern. Two syntaxes can be used to create a regular expression. const regexp = new RegExp("pattern","flags"); OR const regexp = /pattern/; //without flags const regexp = /pattern/flags; Regex should be written within forward-slashes /..../. These slashes play the same role as quotes in strings. The main difference between the syntaxes is that when the regular expression remains constant, use a pattern with a slash for better performance, but if the regular expression is changing, or you d…  ( 4 min )
    [Boost]
    Tired of JavaScript? Here is WebAssembly Tutorial! Yoshi ・ May 7 #rust #webassembly #javascript #typescript  ( 2 min )
    How to Fix 'externally-managed-environment' Error in Python?
    If you've ever tried to install a Python package and encountered the 'externally-managed-environment' error, you're not alone. This commonly occurs when using pip in environments where your Python installation is managed by your operating system's package manager. In this guide, we'll explore why this issue happens and how to resolve it successfully using virtual environments or other methods. Understanding the 'externally-managed-environment' Error This error message appears when you try to use pip to install packages, but your operating system has set restrictions on modifying the default Python environment. Essentially, your OS manages Python installations, and direct installations using pip can lead to an unstable system if packages conflict or if dependencies are missing in the system…  ( 4 min )
    Tired of JavaScript? Here is WebAssembly Tutorial!
    I know we all love JavaScript. We all love TypeScript, React, etc... But sometimes don't you feel that you want to try something else? Something new? I want to introduce a different way to build modern web apps using WebAssembly. It will bring you a next level of frontend world. Mostly, I use Rust alongside WebAssembly because it enables me to utilize a strongly static type system and efficient memory management system that JavaScript and TypeScript lack of. OK, enough, let's get to the point. First of all, to make that easy, I recommend to install Rocal which is a full-stack WASM framework to build modern web apps powered by WebAssembly. Here is a command to install it on your MacOS or Linux! $ curl -fsSL https://www.rocal.dev/install.sh | sh if you get some trouble while you are install…  ( 15 min )
    Securing Azure Networks: Creating and Configuring Network Security Groups (NSGs) and Application Security Groups (ASGs)
    This article is a continuation of Building Strong Connections: A Beginner’s Guide to Setting Up Virtual Networks and Peering in Azure. In that guide, we set up a virtual network (app-vnet) with two subnets: frontend and backend. In this article, we’ll focus on securing those subnets by implementing network security groups (NSGs) and application security groups (ASGs) to control inbound and outbound traffic between VMs and from the internet. We will deploy two Ubuntu virtual machines using an Azure Resource Manager (ARM) template provided by Microsoft. VM1 will reside in the frontend subnet, and VM2 will be placed in the backend subnet. Open Azure Cloud Shell (select PowerShell) and run the following command: $RGName = "RG1" New-AzResourceGroupDeployment -ResourceGroupName $RGName -T…  ( 4 min )
    How to Improve Maven Build Times for Multi-Module Java Projects?
    When it comes to building multi-module Java projects with Maven, many developers encounter longer build times that hinder efficiency. If you’re struggling with a build process that takes around 40 seconds, even with multi-threaded builds using -T and -C flags, you’re not alone. With Maven 3.2.3, optimizing build performance can seem challenging, but there are strategies to help speed things up without compromising your workflow. Understanding Maven Build Performance Maven build times can be affected by numerous factors, including: Dependency Management: The way dependencies are resolved and downloaded can impact build times. For example, if your project relies on a large number of external dependencies, Maven spends time fetching them. Build Lifecycle: The default build lifecycle consists …  ( 5 min )
    Linear Search
    Linear search is a simple algorithm that checks each element in a list sequentially until the target value is found or the list ends. Start from the first element. Compare each element with the target value. If found, return its index. If not found after checking all elements, return -1. package com.Example; break; } else { System.out.println("Not occur"); } } sc.close(); } } Time & Space Complexity Time Complexity: O(n) (Worst case: checks all elements). Space Complexity: O(1) (No extra space needed). When to Use Linear Search? ✔ Small datasets. Simple but inefficient for large datasets. Works on any list (sorted or unsorted). Easy to implement in Java. For faster searches, consider Binary Search (O(log n)) if the list is sorted. 🚀  ( 3 min )
    Reliable Redis Connections in Node.js: Lazy Loading, Retry Logic & Circuit Breakers 🔦
    If you’re using Redis in a Node.js application — especially in production — reliability isn’t optional. A bad connection strategy can lead to memory leaks, crashes, or endless retry loops. In this blog, I’ll show you how I built a resilient Redis integration in Express.js using ioredis, lazy loading, and a circuit breaker with opossum. At first, I used the classic approach: const redis = new Redis(); // 🤷‍♂️ at the top level But I quickly ran into issues: Connection errors on startup if Redis wasn’t ready. Too many retry attempts without a proper limit. No fallback strategy during Redis downtime. So, I rebuilt the entire integration with three key ideas: ✅ Lazy Loading instead of connecting at startup, I created a singleton getter that initializes Redis on first use: import Redis from "…  ( 6 min )
    Mastering Functional Programming: Immutability, Composition, Pure and Arrow Functions
    Functional programming has gained traction in modern development due to its ability to produce more predictable, modular, and testable code. In this post, we explore four fundamental principles: immutability, function composition, pure functions, and arrow functions. Immutability means that once a value is created, it cannot be changed. Instead of mutating data, we return new versions with the desired updates. ✅ Why is it useful? Prevents unpredictable side effects Easier debugging and testing Ideal for concurrent environments (like React or Redux) ❌ Mutable example: const user = { name: 'Alice', age: 25 }; user.age = 26; // Mutation ✅ Immutable example: const user = { name: 'Alice', age: 25 }; const updatedUser = { ...user, age: 26 }; // New copy with changes Function composition means …  ( 4 min )
    The Age of the Smartphone Is Ending — And Most People Haven’t Noticed
    For over 15 years, the smartphone has been the centre of our digital universe. It’s the screen we stare at, the tool we work on, the device we reach for instinctively. But look a little closer — and you’ll start to see the shift. We’re entering the post-smartphone era. Not with a bang, but through quiet disruption. And it’s already on your body. The Rise of the Wearable Web I wear a smartwatch that tracks my health, receives notifications, and lets me respond instantly. Samsung just launched a smart ring — one more layer of ambient computing wrapped around our daily lives. And of course, I can speak to an AI assistant and get intelligent, contextual responses without touching a screen. This is no longer sci-fi — this is now. A New Hub: The Invisible Puck Imagine: A tiny 5G/6G puck lives in your backpack Your glasses are your screen Your ring is your security token Your watch handles notifications and health Voice becomes your primary interface AI becomes your operating system No more swiping. No more “app folders”. No more trying to type with your thumb while walking. Screens Are Becoming Optional Even today, I can ask my glasses to play a song, call someone, or answer a question — all without touching a smartphone. I don’t need a “phone” to live connected. I just need smart inputs, wearable endpoints, and a cloud intelligence layer. What This Means App developers will have to rethink interaction: conversational, contextual, multi-device. Privacy, identity, and edge computing will take centre stage — because the phone as a walled garden will be gone. We’ll be more present — or at least, less distracted by rectangles. The Debate Begins Will we embrace ambient computing — or push back against losing physical control? One thing’s clear: the era of staring at your hand all day is giving way to something new. So here’s the question: Would you give up your phone if you could wear the web instead?  ( 4 min )
    How to Fix the 'Error when checking target' in TensorFlow.js
    When working with TensorFlow.js, it's not uncommon to encounter errors related to tensor dimensions. One such error, as you've described, occurs when the expected dimensions of your model's output do not match the shape of the provided labels (targets) during training. Let's explore this issue further and provide solutions to resolve it. Understanding the Error The error message you received states: Error when checking target: expected dense_Dense2 to have 2 dimension(s) but got array with shape 2,5,2. This indicates that the output layer of your model was expecting a different shape for its targets than what it received. In simpler terms, the model's structure is out of sync with your training data's shape. Why This Happens In your model, the last dense layer is configured to output a 5-d…  ( 5 min )
    How To Run OpenAI Agents SDK Locally With 100+ LLMs and Custom Tracing
    The OpenAI Agents SDK for Python provides developers with the building blocks to implement two agentic solutions for AI applications. You can create text-generation agents, allowing users to get responses from text prompts. Additionally, you can build voice agents using the SDK. To create your first agent with the OpenAI Agents SDK, get started here. This tutorial will cover three main goals and aspects of building AI agents. 100% local: Use the OpenAI Agents SDK to build agentic workflows that run locally on your computer without compromising business data and private information. Use 100+ models: The Agents SDK can now use open-source models and 100+ LLMs, eliminating the limitation of using only OpenAI models. Own tracing: Implement a custom solution for logging and monitoring the pe…  ( 12 min )
    How I Connected My Home Network with AWS Regions Using Tailscale and VPC Peering
    Hey there, fellow tech tinkerers! As a developer and cloud enthusiast, I love messing around in my home lab—a trusty Raspberry Pi 5 running my self-hosted setup. But sometimes, I need to tap into the power of AWS for testing, dev work, or hybrid projects. In this post, I’m spilling the beans on how I bridged my home network with two AWS regions (ap-south-1 and us-east-1) using Tailscale, EC2, and VPC Peering. The result? A secure, low-latency network that feels like magic. Let’s dive in! My home lab is my sandbox for coding, experimenting, and breaking things (gently). But when I need AWS’s managed services—like serverless functions or storage—I don’t want to deal with public IPs or clunky SSH setups. My goal was to create a private, secure, and dead-simple network bridge connecting: My Ho…  ( 5 min )
    Thought 20250507 What is MCP
    There is a lot of noise on "MCP (Model Context Protocol)" and as someone at the forefront of technology we have no choice but to follow it up. Often, despite the initial waryneess the AI hype drains my energy, some careful study turns out to generate useful insights. MCP is a protocol, but the majority of the protocol work is already done when OpenAI annouced tool use for ChatGPT. What matters now is the standardization process of the publisher of MCP, i.e. Anthropic (Creator of Claude models and tools). In addition to the publications, MCP offers server/client implementations for C#, Python, JavaScript - and that can speed up and streamline the development process. Whenever an experienced developers sees the tool use API (e.g. from OpenAI), they will immediately think of automatic code generation and streamline and tool definition process, and develop custom tooling to define those tools and serve those tools. MCP offers a ready-to-use (language-of-your-choice) implementation for a stated server. But here is a critical observation: does MCP has anything to do with AI/LLM at all? It's reinforcing what should have already been done: making systems reflective and accessible from an outside system. Here is a pun: it requires existing systems to be more reasonable (also see Forbes article on GEO). Traditionally, when a software is developed if the original developer doesn't expose useful APIs then power users have no obvious way of automating it, except through the more hacky GUI automation route. Now with the pressure of AI, vendors have to expose useful interface. LLM with its natural language nature makes it easiser for them to pick, compared to picking a more specific scripting language (or rest API), especially when the MCP server/client framework is stated and uses JsonRPC. Also see: Medium post on "Some Reflections on MCP".  ( 3 min )
    What is TDD and BDD? Which is better?
    TDD and BDD Explained TDD = Test-Driven Development BDD = Behavior-Driven Development BDD is all about the following mindset: Do not test code. Test behavior. So it's a shift of the testing mindset. This is why in BDD, we also introduced new terms: Test suites become specifications, Test cases become scenarios, We don't test code, we verify behavior. Let's make this clear by an example. If you are not familiar with Java, look in the repo files for other languages (I've added: Java, Python, JavaScript, C#, Ruby, Go). public class UsernameValidator { public boolean isValid(String username) { if (isTooShort(username)) { return false; } if (isTooLong(username)) { return false; } if (containsIllegalChars(username)) { …  ( 6 min )
    How to Deploy a Next.js App on Hostman (Starter Template Ready in 2-3 Minutes)
    Deploying a static Next.js app on Hostman is straightforward: connect your GitHub, GitLab, or Bitbucket repository, choose your Node.js version, and the platform handles the build and deployment. For projects that use server-side rendering (SSR), you can set up a Dockerfile-based deployment for full control over the environment. Deployment time depends on the size and complexity of the app — a basic starter typically takes 2–3 minutes, while larger projects may take longer. If questions or issues come up, live chat support is available to assist. Check the full guide here https://bit.ly/4iOrMLe  ( 3 min )
    Getting Started with Ollama: Run LLMs on Your Computer
    Ollama makes it easy to run large language models (LLMs) locally on your own computer. This simple guide will show you how to install Ollama, run your first model, and use it in a Python script. Download the installer from ollama.ai Open the downloaded file and drag Ollama to your Applications folder Open Ollama from your Applications Download the installer from ollama.ai Run the .exe file and follow the installation wizard Ollama will start automatically when installation completes Just run this curl -fsSL https://ollama.ai/install.sh | sh Ollama is also available as a Docker container: docker pull ollama/ollama docker run -d -v ollama:/root/.ollama -p 11434:11434 --name ollama ollama/ollama Let’s try Llama 3.2 1B, a compact but capable model: ollama run llama3.2:1b The first time you run this command, Ollama will download the model. Once it’s ready, you’ll see a prompt where you can start chatting: >>> Why is the sky blue? The sky appears blue due to a phenomenon called Rayleigh scattering. As sunlight travels through the atmosphere, the shorter blue wavelengths of light are scattered more by air molecules than the longer red wavelengths. This scattered blue light comes to us from all directions in the sky, making the sky appear blue during the day. To exit the Ollama terminal, you can: Type /bye and press Enter Press Ctrl+D (on macOS/Linux) Press Ctrl+C twice Here are some useful commands to get you started: ### List all your downloaded models ollama list ### Download a model without running it ollama pull llama3.2:1b ### Remove a model you no longer need ollama rm llama3.2:1b ### Get information about a model ollama info llama3.2:1b Once you’re comfortable with the basics, you can try the Ollama Python library to integrate it in your Python applications. Check this article Using Ollama with Python: A Simple Guide. Enjoy the freedom of running AI locally with Ollama!  ( 4 min )
    Teaching Kids HTML: A Fun Introduction to Web Development (Part 1 of Series)
    ✨ "Dad, how do websites work?" If your child has ever asked this, it’s the perfect time to introduce them to HTML—the language behind every website. In this beginner-friendly guide, we’ll explore why HTML is a great first programming language for kids and how to teach it in a fun, engaging way. Unlike abstract coding concepts, HTML lets kids see immediate results—change a tag, refresh the browser, and voilà! The page updates. HTML teaches: Structure (how headings, paragraphs, and images fit together) Problem-solving (debugging missing closing tags) Kids can build: Personal fan pages (for games, sports, or hobbies) Interactive stories with links and images Simple games (like quizzes) After HTML, kids can easily learn: CSS (for styling) JavaScript (for interactivity) Python/Scratch (for lo…  ( 4 min )
    Full Stack Tips for Senior Software Engineers
    As a Senior Software Engineer, you're expected to have a deep understanding of both frontend and backend development, along with system design, DevOps, and best practices. Whether you're mentoring junior developers, optimizing performance, or making architectural decisions, your role is critical in building scalable and maintainable applications. Here are some full-stack tips to help you excel in your role: 1. Master Both Frontend & Backend Deeply Frontend: Stay updated with modern frameworks (React, Vue, Angular) and understand core JavaScript deeply. Backend: Know how to design RESTful/GraphQL APIs, handle authentication, and optimize database queries. Full-Stack Synergy: Understand how frontend and backend interact—avoid over-fetching data, optimize API calls, and use effici…  ( 4 min )
    Is the Behavior of std::byte in C++17 a Bug or Intended?
    Introduction In my journey through C++17, I stumbled upon the std::byte type and discovered some perplexing behavior that left me scratching my head. The main question is whether this behavior is intended by the C++ standards or if it's a quirk due to the compiler or operating system I am using. Understanding std::byte The std::byte type introduced in C++17 is designed to encapsulate the idea of a byte without its conventional mathematical interpretations. Unlike integers, std::byte doesn't implicitly convert to numeric types, which can lead to some interesting outcomes when performing operations with it. In the example I encountered, I defined a std::byte variable and used std::to_integer to convert it to different integer types. The Code Example Here’s the code snippet that raised my que…  ( 5 min )
    Unleash Your Creativity: Transform Photos Text into Amazing AI Cartoons
    The landscape of AI-generated art is rapidly evolving, making powerful creative tools more accessible than ever. Many of us are exploring how these technologies can integrate into our workflows, artistic endeavors, or just for fun. Today, I'd like to share some insights from a project I've been involved with – an AI cartoon generation platform. The aim is to provide a straightforward approach for anyone interested in using such tools. This web-based platform is designed to simplify the process of creating cartoon-style images using artificial intelligence. The initial concept explored AI and character interaction, but we observed a strong interest in direct generation capabilities. This led to the development of the platform with a focus on enabling users to produce their own AI-generated …  ( 4 min )
    How Customizable Agentic Systems Are Revolutionizing Business Operations
    Artificial intelligence (AI) has become ubiquitous. In the heart of Utah, OP Media Inc. has completed successful pilots, using AI to redefine information and process flows in healthcare and emergency services. OP Media uses an AI, dubbed AiBL core (pronounced Abel), to achieve these incredible feats. AiBL works by taking advantage of human knowledge within your business or organization (subject matter experts, or SMEs). AiBL core is a wonderful example of what has come to be known as agentic AI. Agentic AI systems “learn,” “grow,” and eventually make decisions with little human input. Your staff and team members contain a wealth of knowledge that could easily get lost if not well documented and shared. OP Media helps you create ops (not apps)—operational procedures that allow your team to…  ( 14 min )
    Understanding the WordPress Loop: The Heartbeat of Your Content
    Ever wondered how WordPress displays your posts and pages? The answer lies in the Loop! This post dives into the mechanics of this fundamental WordPress concept, with code examples and practical tips. Read the full article here: https://farhanali.me/understanding-the-wordpress-loop-the-heartbeat-of-your-content/  ( 3 min )
    Decoding Your DevOps Team: A Peek with Schein's Culture Model
    Ever wondered what really makes your DevOps team tick, or sometimes, stumble? Beyond the CI/CD pipelines and daily stand-ups, there's a deeper cultural current at play. Edgar Schein's Culture Model offers a fantastic lens to get an overview of this complex environment by breaking culture down into three interconnected layers. The most visible layer is that of Artifacts. These are the tangible, observable elements of your team's culture – the tip of the iceberg, so to speak. In a DevOps context, this includes the tools they use, like CI/CD systems such as Jenkins or GitLab CI, monitoring dashboards like Grafana, and communication platforms like Slack. It also encompasses their established processes and rituals, such as daily stand-ups, sprint planning meetings, retrospectives, blameless pos…  ( 4 min )
    From Power-On to initrd with U-Boot
    Das U-Boot is a well-known bootloader which brings embedded Linux devices to life since 1999, it turns 25 this year. My today's post walks through the complete U-Boot boot process, covering everything from SoC power-on to launching the Linux initrd, along with hardware-specific gotchas. [Power On] ↓ [SoC BootROM] → [SPL] ↓ [U-Boot Proper] ↓ [Loads kernel + dtb + initrd] ↓ [bootz / booti] ↓ [Linux Kernel starts] ↓ [initrd: /init runs] ↓ [Switch to rootfs] Every SoC contains a hardcoded BootROM: Executes right after power-on or reset Detects the boot source via boot pins Loads the Secondary Program Loader (SPL) from flash, SD, UART, or USB Minimal hardware is initialized here SPL is a tiny version of U-Boot: Brings up DRAM and essential regulators Loads full U-Boot int…  ( 4 min )
    How to Stack Bar Charts with AM Charts 4 in JavaScript?
    Introduction Are you looking to enhance your AM Charts 4 bar chart with stacked columns? In this guide, I'll walk you through adding a series of stacked bars behind existing line and column series to make your data visualization more effective. Creating stacked bars can be tricky, especially with the requirements of filling the entire width of the chart. Let's dive into the issue and provide a comprehensive solution. Understanding the Problem Before we start coding, let’s discuss the challenges: the new stacked bars may all be overlapping each other, and they don't seem to fill the chart width as intended. This can result from how your series and data properties are set. Why Stacked Bars Overlap In AM Charts 4, when you configure multiple series as stacked and clustered set to false, they …  ( 5 min )
    206/365 | ¥10M Job Challenge - First workday after the long weekend
    Honestly, every day feels pretty much the same now—the only difference is that on workdays, I’m tied to a schedule and have to constantly keep an eye on messages from my computer. Lately, I’ve been thinking a lot about the slow progress I’ve been making. Realistically, work takes up so much time that I barely have any quiet moments to really focus on learning. But I also can’t just give up on my current job. The only thing I can think of doing: Even if it’s not directly related to a career change, I’ll try to treat my work as a learning opportunity. Slow down, don’t just rush to complete tasks—try to gain experience from each one and reflect on it. Then, use that time to turn it into something tangible and meaningful. Feeling unusually exhausted today—going to head to bed early. Good night!  ( 3 min )
    How to Release Utilities Package to GitHub Packages
    Releasing a closed-source, reusable JavaScript/TypeScript package for internal use across frontend and backend is a common challenge, especially when you want to automate it, keep things modular, and avoid unnecessary leakage of code. Here’s how I do it, step by step, using only what’s needed for a stable, repeatable workflow. Why GitHub Packages (and Not npmjs.org)? Most teams reach for npmjs.org by default, but if your utilities are strictly internal - or have some private contract processing logic you’re not ready to open-source - GitHub’s own registry is more than enough: Integrated with your repository: No extra accounts or keys to manage. Scoped access: Control exactly who gets your code. Familiar workflows: Your team’s already on GitHub; why hop away? I've used this for smart cont…  ( 4 min )
    🌟 Demystifying Amazon Nova: AWS's Powerful New Family of AI Models
    AI is evolving at lightning speed, and AWS has just raised the bar with Amazon Nova — a family of advanced foundation models designed to help you build smarter applications faster. Whether you need a chatbot, document summarizer, image generator, or even video creation, Nova’s diverse models have you covered. But with so many options, it can be tricky to choose the right model for your project. Let’s break it down! 🧩 🪶 Meet the Nova Family: One Model, Many Flavors Each Nova model is designed for different tasks, offering something for every need. Here’s a quick overview of what each model excels at: 1. Amazon Nova Micro – Small but Super Fast ⚡ What it is: A speedy, text-only model designed for ultra-low latency and cost-effectiveness. Best for: Real-time apps like chatbots, auto-compl…  ( 6 min )
    Join the Bright Data Real-Time AI Agents Challenge: $3,000 in prizes!
    We're excited to announce our newest challenge with Bright Data! Running through May 18, the Bright Data Real-Time AI Agents Challenge invites you to build intelligent AI agents and systems that can autonomously interact with the web, retrieve live data, and make decisions based on the most current information available. Whether you're an AI engineer, data scientist, or vibe coder, this hackathon is the perfect opportunity to build something awesome. Your mandate is to leverage Bright Data and build an AI agent or system powered by real-time web data. The most powerful submissions will utilize Bright Data's MCP server to enable all four key actions: Discover: Find relevant content across the open web Access: Navigate even the most complex or protected websites Extract: Pull structured, r…  ( 5 min )
    10分钟创建自己的博客网站
    hugo是什么 Hugo 是最受欢迎的开源静态网站生成器之一。用户可以使用 Hugo 来快速搭建自己的网站。 在mac上面,可以使用以下命令来安装hugo: brew install hugo 安装完之后可以使用 hugo version 来查看是否安装好: 安装完 hugo 之后,就可以使用 hugo 来搭建自己的blog网站了。 hugo new site my-blog 来创建一个名为 my-blog 的网站。 cd my-blog git init 在创建好网站之后,需要选择一个theme。这里有很多主题可供选择:hugo themes git submodule add https://github.com/olOwOlo/hugo-theme-even.git themes/even themes/even/exampleSite/config.toml 拷贝到当前目录,并覆盖 hugo.toml cp themes/even/exampleSite/config.toml hugo.toml 当配置好主题之后,就可以创建自己的blog了。 hugo new content content/post/my-first-post.md 即可创建一篇blog。 content/post/ 下面会出现一个新的md文件。 当前面的配置好之后,就可以使用 hugo server 来启动一个hugo server。 draft,在hugo server 模式下并不会显示draft的blog。 hugo server -D。 以上就可以完成了blog网站的搭建了。 https://gohugo.io/getting-started/quick-start/ https://github.com/olOwOlo/hugo-theme-even https://medium.com/@magstherdev/hugo-in-10-minutes-2dc4ac70ee11  ( 3 min )
    Code Template Hub: How I Supercharged My Development Workflow (And You Can Too!)
    Hey there! Ever found yourself copying and pasting the same component structure for the tenth time this week? Or maybe you've spent way too much time fixing inconsistencies in boilerplate code when you could be building actual features? Trust me, I've been there too, and it was driving me crazy. That frustration led me to create Code Template Hub, a VS Code extension that's completely changed how I approach repetitive coding tasks. I'm excited to share it with you today! Let me tell you a bit about my situation. I split my coding time between my day job at a company and my projects at home. These two worlds have totally different requirements, coding standards, and project structures. At work, we needed standardized templates that every team member could use to ensure consistency across ou…  ( 8 min )
    How to Define the FUN Parameter for lsqcurvefit in MATLAB?
    If you're working with MATLAB’s built-in lsqcurvefit function to fit a series of irregular Lorentzian peaks, you might have come across the challenge of correctly defining your custom model function. Your goal is to ensure that MATLAB can interact with your function without errors, particularly the one stating 'function is undefined for arguments of type "double".' In this article, we'll explore how to properly set up the FUN parameter in lsqcurvefit and ensure your data is fit appropriately. Understanding lsqcurvefit lsqcurvefit is designed to solve curve fitting problems by minimizing the sum of squares of nonlinear functions. It requires several inputs, including an initial guess for the parameters, the data points you want to fit, and a function that calculates the model predictions.…  ( 4 min )
    ✨ 7 Things I Do Regularly as a Senior Frontend Developer
    I’ve been a frontend developer at Palantir for the past 5+ years. In this post, I’ll share habits that helped me go from overwhelmed junior dev to confident senior dev. Ready? Let’s get started! 🎉 📚 Download my FREE 101 React Tips And Tricks Book for a head start. Habit #1: Educate yourself outside of work If you’re not learning outside of work, you’re falling behind. Even if you have the best employer in the world, your education is your responsibility. So, at least once every 2–4 weeks: Pick up books like The Pragmatic Programmer, Effective TypeScript, or Advanced React Read blog posts from experts like Matt Pocock (Total TypeScript), Josh Comeau (joshwcomeau.com), Kent C. Dodds (Epic React), etc. Watch courses to review your basics (Udemy, FrontendMasters, etc.) …  ( 5 min )
    Tired of using pprint to debug nested lists? Try visual structure tracing.
    When your data grows beyond a toy example, pprint starts to break. You see cut-off arrays. Flattened hierarchies. Lost context. And worst of all? Hidden bugs buried under “pretty” formatting. That’s why I created SetPrint — a Python library that shows structure, not just values. ✅ Side-by-side comparisons: pprint / setprint ✅ Real-world examples: image data, confusion matrices ✅ Benchmarks + 5 must-know tips for structured debugging Want to see it in action? Try this demo notebook — no install needed. (To use Colab, a Google account is required.) Google Colab 1. Visual Comparison — pprint vs setprint data = { "users": [ {"name": "Alice", "scores": np.array([95, 88, 76])}, {"name": "Bob", "scores": np.array([72, 85, 90])} ], "meta": {"c…  ( 5 min )
    Criando uma API OCR com FaaS na Azure – Parte 3: Processando OCR com Timer Trigger
    Na primeira parte dessa série, a gente construiu uma Function App que recebe uma imagem por HTTP e salva no Azure Blob Storage de forma segura, usando identidade gerenciada. Na segunda parte, registramos no banco de dados (Azure Postgres SQL) os metadados dessas imagens, seguindo uma arquitetura em camadas com boas práticas de SOLID. Agora vamos dar o próximo passo: processar de verdade o OCR das imagens pendentes usando uma Azure Function com Timer Trigger. Spoiler: vamos usar Azure Cognitive Services para extrair o texto, atualizar o banco com o resultado (e marcar se o conteúdo é uma receita médica), tudo isso aplicado com um modelo DDD leve e foco em separação de responsabilidades. Bora lá? Você deve estar se perguntando: por que não processar o OCR assim que a imagem chega? Poderíamos…  ( 15 min )
    Your first MCP Server (quick)
    Introduction If you’ve landed on this article, you’re probably wondering: “What’s all this MCP stuff about?” and “Why is it getting so much hype lately?” Or maybe you already have an idea and just want to build your own MCP server to let LLMs interact with your tools. So, let’s quickly answer the basics to get on the same page and then jump right into building your first MCP Server. At this point you probably know what MCP is, but if you don’t, no worries - I’ve got you covered. MCP was introduced last year by Anthropic (the company behind Claude) and stands for Model Context Protocol It might sound complex at first, but it’s actually quite simple. MCP is a way to let LLMs (Large Language Models) interact with tools in a open standard way, allowing them to get context from different data…  ( 7 min )
    What is an HTTP Proxy?
    Ever wondered what keeps your online experience smooth, secure, and sometimes even anonymous? Meet the HTTP proxy — a powerful intermediary that stands between your device and the internet. At its core, an HTTP proxy processes and forwards your HTTP requests, essentially acting as a gateway. Instead of your browser connecting directly to a website, the proxy server does the job on your behalf, masking your IP address and offering a range of added benefits. To really grasp what an HTTP proxy does, you need to understand its building blocks. Hypertext Transfer Protocol (HTTP) is the standard protocol for transferring data online — everything from browsing websites to interacting with web applications. While HTTP operates over TCP/IP and Google's QUIC protocol, it lacks built-in encryption. I…  ( 5 min )
    Nix-Powered Python Development
    After a few years of floating from one hack to another, this is my practical guide to setting up a reasonable Python development environment using Nix flakes with support for testing, linting, formatting, and LSP-based editor integration. I have mentioned in my earlier posts that I am migrating to ruff for my Python projects, and I have started putting together a Nix template repository. First, we will look at the Python project requirements, structure and configuration, and then we will look at the Nix configuration. Before we dive into the details; I have created a Nix flake template for this setup. You can use it to get started quickly. The template is available at: https://github.com/vst/nix-flake-templates/tree/main/templates/python-package Let us consider a Python project with follow…  ( 9 min )
    Docker Model Runner: IA Local sem dor de cabeça
    Já imaginou poder rodar aqueles modelos de IA gigantes no seu computador tão facilmente quanto pedir um delivery de comida? Pois é isso que o Docker Model Runner faz! É como se fosse um Uber para modelos de IA: você "chama" o modelo, ele vem rapidinho, faz o trabalho e depois vai embora sem ocupar espaço quando você não precisa mais. Lançado como beta no Docker Desktop 4.40, o Docker Model Runner é aquela novidade que faz você pensar: "Como vivíamos sem isso antes?". Se você já passou horas configurando ambientes para rodar IA localmente (aquele inferno de dependências que nunca termina), vai entender o porquê. Se você está começando agora e mal sabe a diferença entre um container e uma tupperware, relaxa! Vou explicar como se estivéssemos em um churrasco 🍗: O Docker Model Runner é como u…  ( 9 min )
    From Bug Nightmare to Code Dream: How ChatGPT Became My Virtual Exterminator
    The Day My Code Turned Against Me Picture this: It's 3 AM, I'm on my fifth cup of coffee, and my codebase looks like it's been through a blender. Bugs are popping up faster than I can squash them, and my sanity is hanging by a thread thinner than my remaining hair. Sound familiar? If you're a developer, you're probably nodding so hard your neck hurts. But fear not, fellow code warriors! I'm about to share a tale of redemption, featuring an unlikely hero: ChatGPT, the AI language model that went from "that thing everyone's talking about" to my personal bug-busting sidekick. Now, I know what you're thinking. "Another AI hype story? Give me a break!" But hang tight, because this isn't your typical "AI solved all my problems" fairy tale. This is a nitty-gritty, honest account of how I used C…  ( 6 min )
    Does a Function Call End the Lifetime of Variable Length Arrays in C?
    When dealing with variable length arrays (VLAs) in C, a common concern arises regarding the lifetime of such arrays when a function call is made after their declaration. According to the C17 final draft document N2176, the lifetime of an object, including a VLA, extends from its declaration until the program execution leaves the scope of that declaration. This statement often leads to questions about whether calling a function immediately after declaring a VLA results in ending its lifetime. To clarify, let's first understand what a variable length array is and its properties. A VLA is a type of array in C where the size is determined at runtime rather than at compile-time. This feature makes VLAs quite flexible for situations where the size of data is not known until the program runs. Und…  ( 5 min )
    Top 5 Foundation LLMs for Agentic AI: Exploring the Future of Intelligent Systems
    In the rapidly evolving world of artificial intelligence, agentic AI is emerging as a transformative force, enabling machines to act with purpose, decision-making capabilities, and adaptive learning. At the core of agentic AI lies the power of foundation language models (LLMs), which provide the fundamental intelligence needed to carry out complex tasks. These models are at the forefront of advancing AI technologies across industries, powering everything from content creation to research, coding, and automation. Here’s a look at the top 5 foundation LLMs that are paving the way for the future of agentic AI: 1. OpenAI: Leading the Charge in Natural Language Understanding 2. Google’s Gemini: A New Era in Multimodal AI 3. Claude: The Hybrid Reasoning Powerhouse by Anthropic 4. Meta’s Llama: Open-Source Innovation for Scalable AI 5. DeepSeek: Open-Source, Affordable, and Customizable AI Conclusion: The Future of Agentic AI These top 5 foundation LLMs—OpenAI, Google's Gemini, Claude, Meta's Llama, and DeepSeek—represent the cutting edge of agentic AI. Each model offers unique strengths and features, from open-source flexibility to multimodal capabilities and scalable performance. As businesses continue to integrate AI into their operations, these foundation models will be crucial in shaping the future of intelligent systems, offering solutions for everything from automation and content creation to advanced coding and reasoning tasks. The rise of agentic AI promises a new era where machines can not only assist but also make decisions and adapt based on the data at hand.  ( 5 min )
    A wuick write up about my first experience with Django. Check it out here: https://ko-fi.com/post/My-First-Django-Project-What-I-Learned-With-a-Li-G2G51EMSJF?fromEditor=true
    A post by Monte Bruce  ( 2 min )
    Developers, Don't Despair, Big Tech and AI Hype is off the Rails Again
    Many software engineers seem to be more worried than usual that the AI agents are coming, which I find saddening and infuriating at the same time. I'll quickly break down the good, bad, and ugly for you. https://cicero.sh/forums/thread/developers-don-t-despair-big-tech-and-ai-hype-is-off-the-rails-again-000007  ( 3 min )
    If we haven't met yet, I am Aditya Bhattad—and I am here to build!
    Back in 2016, when cheap internet suddenly became available across India, I saw firsthand how technology changed everything around me. From Instagram to YouTube, these platforms completely changed how we connected with people and learned new things. Something clicked for me back then – I wanted to be part of creating this kind of change, not just watching it happen. So, four years later in 2020, when I had to pick my major stream for graduation, Computer Science was a clear choice, As I look back, it was absolutely the best decision I have made. Beyond just classes, I was having time of my life, learning to build things I wanted to since childhood, coding into night at hackathons, creating open source projects, and participating in Google Summer of Code (a flagship open-source program by G…  ( 6 min )
    Binary Tree in Rust
    I am not new to rust. I have dabbled in axum, tonic, bevy and ratatui for some personal and work projects as well. Even then when someone asked me to write a Binary Search Tree(BST) in rust, I got scared. I didn't express this at the time but it kept bugging me inside. Anyway later on whenever I used to get time I used to ask AI tools to help me teach rust and write a BST specifically. I used Gemini and ChatGPT and both gave solutions as well. I could understand their code but still couldn't understand how they got there. They used Rc, RefCell etc. which I understand theoretically but never understood when and how to use it properly. After I didn't feel satisfied using AI answers I thought let me just read code. Rust actually provides a BST in standard library, you can find it here. Its ve…  ( 5 min )
    Marking tools
    From Chaos to Clarity: How I Manage Local Dev Environments for Go + Python Projects Matty ・ May 7 #programming #python #go #webdev  ( 2 min )
    Everything You Should Know About Arbitrum: The Ethereum Scaling Giant
    As blockchain tech continues evolving, one of Ethereum’s biggest challenges remains scalability. Enter Arbitrum — a layer 2 scaling solution that promises faster, cheaper transactions while retaining Ethereum’s security. Whether you're a developer, investor, or enthusiast, understanding Arbitrum is essential. Arbitrum is a Layer 2 (L2) rollup built on Ethereum, designed to offload computation and data storage from Ethereum’s mainnet while preserving its trust model. Developed by Offchain Labs, Arbitrum lets users enjoy low-cost, high-speed dApps without compromising decentralization. Scalability: Arbitrum handles thousands of transactions per second (TPS), compared to Ethereum’s ~15 TPS. Lower Fees: Users pay a fraction of gas fees compared to L1. EVM Compatibility: Developers can deploy e…  ( 4 min )
    Setting Up Inter-Region VPC Communication Using AWS Transit Gateway
    As cloud environments grow across multiple AWS regions and accounts, managing a scalable and secure network architecture becomes essential. AWS Transit Gateway (TGW) offers a hub-and-spoke model that consolidates routing between VPCs and on-prem networks. Unlike traditional VPC peering (point-to-point), TGW enables centralized routing, dynamic scalability, and BGP-based routing for efficient inter-region communication. In this article, we’ll build a Transit Gateway-based Inter-Region VPC architecture, walk through step-by-step GUI and CLI setup. A Transit Gateway in each region (us-east-1, us-west-2) Two VPCs (VPC-East, VPC-West) with non-overlapping CIDRs Attach VPCs to their local TGWs Peer both TGWs across regions Create TGW Route Tables to enable traffic flow Simulate a blackhole scen…  ( 6 min )
    The Role of Data Integration in Healthcare Research and Precision Medicine
    When it comes to healthcare, precision promises personalized treatments tailored to individual patients' genetic makeup, environment, and lifestyle. At the heart of this lies data integration, combining diverse healthcare data sources to unlock insights that drive advancements in diagnosis, treatment, and patient care. This article explores the role of data integration in advancing healthcare research and precision medicine, illuminating its impact on patient outcomes, therapeutic development, and population health. The Challenge of Healthcare Data Fragmentation Healthcare researchers today are confronted with a surge of data emanating from myriad sources: electronic health records (EHRs), genomic sequencing, medical imaging, wearable devices, and more. Each of these sources holds a piece …  ( 5 min )
    How to Fix the 'Failed to run config for lsp-zero.nvim' Error in Neovim
    Introduction If you've recently updated your LSPs in Mason for Neovim and encountered the error message "Failed to run config for lsp-zero.nvim", you're not alone. This issue can arise from misconfigurations or incompatibilities following updates, especially in the context of setting up Language Server Protocol (LSP) configurations in Neovim using Lua. In this guide, we'll explore the possible causes of this error and offer step-by-step fixes to get you back to coding without interruptions. Understanding the Error The error message you received indicates that while trying to call a function within the Mason-LSP configuration, Neovim encountered a nil value. Specifically, this error originated in the automatic_enable.lua file of the mason-lspconfig.nvim plugin. This can happen due to severa…  ( 4 min )
    React vs. Vue vs. Angular vs. Next.js in 2025: Which One Should You Learn?
    React vs. Vue vs. Angular vs. Next.js in 2025: Which One Should You Learn? Eva Clari ・ May 7 #react #vue #angular #frontend  ( 3 min )
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    React vs. Vue vs. Angular vs. Next.js in 2025: Which One Should You Learn? Eva Clari ・ May 7 #react #vue #angular #frontend  ( 2 min )
    Amazon S3: Your Ultimate Guide to Infinite, Secure, and Cost-Effective Cloud Object Storage
    Intro: The Never-Ending Quest for "More Space!" Remember that old external hard drive you bought, thinking, "This will last me forever!"? Or the frantic "disk space low" warnings that send you scrambling to delete precious files? We've all been there. In the digital age, data is exploding – from your cat photos and application logs to massive datasets for machine learning and critical business backups. The traditional ways of storing this data just don't scale efficiently or cost-effectively. What if you had a storage solution that was virtually infinite, incredibly durable, accessible from anywhere, and could adapt its cost based on how you use your data? That's the promise of cloud object storage, and Amazon S3 is the undisputed king of this domain. Amazon S3 isn't just "storage"; it'…  ( 12 min )
    🛠️ How to Deploy a Laravel App with Zero Downtime Using Git Hooks
    Deploying a Laravel application can be as simple or as sophisticated as you want it to be. If you're working on a small project or don't want the overhead of CI/CD tools, Git hooks provide a lightweight way to automate your deployment — with minimal downtime. In this tutorial, we’ll walk through setting up a zero-downtime Git-based deployment flow for your Laravel app using a post-receive hook. 🔍 What You'll Need A server (e.g., Ubuntu-based VPS or cloud instance) SSH access Git installed on both local and server A Laravel project under version control Basic Linux terminal skills Step 1: Prepare the Server First, SSH into your server: ssh user@your-server-ip Install the required packages (if you haven’t already): sudo apt update sudo apt install git unzip php-cli p…  ( 4 min )
    Create a simple REST application using Quarkus
    This tutorial was originally published on IBM Developer by Markus Eisele Quarkus is a Kubernetes-native Java stack tailored for GraalVM and OpenJDK HotSpot. Quarkus offers incredibly fast boot times, low RSS memory consumption, and a fantastic developer experience with features like live coding. This quick start guide gets you up and running with Quarkus on macOS, including necessary tools. You will build a basic database application using Quarkus, Java 17, PostgreSQL, and Hibernate ORM Panache. While Hibernate ORM is the standard, powerful Jakarta Persistence implementation capable of complex mappings, it doesn't always make the most common tasks trivial. Hibernate ORM with Panache is Quarkus's solution to this, focusing specifically on making your data entities and repositories simple, straightforward, and fun to write by reducing boilerplate code for common persistence operations. We'll use standard macOS tools and package managers where possible. These are the essential tools you'll need to complete this tutorial: - Podman - SDKMAN - Java 17 - Quarkus CLI - Maven Optionally, you can also install a code editor. Quarkus integrates seamlessly with containers, especially for development services like databases and other sytems. Podman is a daemonless container engine alternative to Docker. On Mac, each Podman machine is backed by a virtual machine. Once installed, the podman command can be run directly from the Unix shell in Terminal, where it remotely communicates with the podman service running in the Machine VM. It is almost transparent in usage to Docker and easy to use for development. Install Podman. Find the latest Podman release on the GitHub Release page, and download the binary for your system architecture. At the time of writing, the latest release was v5.4.1. Install either the unversal pkg installer or the arm or amd version. Continue reading on IBM Developer  ( 3 min )
    Custom Unity Script Templates
    I'm working on the setup for a new indie game studio at the moment, and as part of that, I'm creating several core tools and templates that will save me a lot of time during the development of our first game. First up is the default Unity script templates that furnished with new installs. While in the beginning it can be valuable to see the Start and Update methods with comments telling you when they are called, I no longer need that to be my starting point for every MonoBehaviour script I create. Of course, that's not the only template you'll see in Unity, and we can change all of them to be whatever we want. Here's how I do it. On Windows, you should be able to find all the script templates at C:\Program Files\Unity\Hub\Editor\6000.0.43f1\Editor\Data\Resources\ScriptTemplates. Every edit…  ( 4 min )
    WTF is Blockchain & Why It’s Not Just Hype (Especially on Arbitrum)
    Learn blockchain without the crypto-bro jargon. This is your gateway to becoming a builder in the Arbitrum Hackathon. 🧱 What Is Blockchain (Without the BS)? At its core, blockchain is: A global database that no one owns. Immutable — once a record is added, it can't be changed. Updated via code (smart contracts), not people or banks. Built for trustless transactions. No middlemen needed. No need to trust a CEO, just trust the code. 🧠 Enter Ethereum: The Programmable Blockchain Then came Ethereum, which changed everything by allowing developers to create smart contracts. A smart contract = code that runs exactly as programmed on the blockchain. No backdoors. No downtime. Real-world examples: A contract that pays someone automatically when a job is completed. A voting system where no one ca…  ( 4 min )
    From Vibe Coder to AI-Assisted Architect
    Some claim that AI will soon replace us because it can code better than we can. Already, the current models of AI, not necessarily the ones that you purchase Barack Obama If you believe that, it's better to stop reading this article. Don't waste your time. AI is a useful assistant that helps us work much faster — true. But it’s not a replacement. Of course, the way we work has changed. We need fewer people focused solely on typing out code without understanding the bigger picture. Instead, we need more people who can design systems, think at a higher level about components, understand system architecture, follow programming best practices, and still be able to fix deep issues in AI-generated code. I’m sure you’ve already heard of vibe coders: Someone who generates code by repeatedly prompt…  ( 9 min )
    Automated S3 Remediation with AWS Config & Systems Manager
    Introduction Misconfigured Amazon S3 buckets are a leading cause of accidental data exposure in the cloud, resulting in regulatory fines, reputational damage, and costly data breaches. In this lab, we will look at a scenario that uses AWS Config and AWS Systems Manager Automation to automatically detect and remediate Amazon S3 buckets when Public Access Block settings are disabled. If Block Public Access is disabled on a bucket, either accidentally or unauthorized, AWS will automatically detect the non-compliant configuration and restore the secure settings. An AWS account with an IAM user that has AdministratorAccess. First, we create a non-compliant S3 bucket. (Since this lab tests for missing Block Public Access settings, start by deliberately misconfiguring a bucket): Log in to the A…  ( 5 min )
    ReactJS Best Practices to Follow in 2025 for Clean and Maintainable Code
    ReactJS is one of the most popular JavaScript libraries for building user interfaces. It is widely used by startups, enterprises, and product teams across the world. To keep up with the changing trends and growing applications, it’s important to follow updated development techniques. A professional React JS Development Company will always follow certain coding standards to ensure apps are scalable and easy to maintain. In this blog, we will look at the top ReactJS best practices every developer should follow in 2025. 1. Keep Components Small and Focused 2. Use Functional Components and Hooks 3. Organize Folder Structure 4. Use TypeScript with React 5. Avoid Prop Drilling 6. Write Reusable Components 7. Use Meaningful Naming 8. Use ESLint and Prettier 9. Handle Errors Gracefully 10. Keep Dependencies Updated Conclusion hire ReactJS Developers who follow modern standards and practices.  ( 5 min )
    Enhancing AI retrieval with HNSW in RAG applications
    This tutorial was originally published on IBM Developer by Niranjan Khedkar Retrieval-Augmented Generation(RAG) improves how AI models find and generate relevant information, making responses more accurate and useful. However, as data grows, fast and efficient retrieval becomes essential. Traditional search methods such as brute-force similarity search, are slow and do not scale well. Hierarchical Navigable Small World (HNSW) is a graph-based Approximate Nearest Neighbor (ANN) search algorithm that offers high speed and scalability, making it a great fit for RAG systems. This tutorial explores how HNSW enhances retrieval in AI applications, particularly within IBM’s AI solutions. This tutorial also provides a step-by-step implementation guide and discusses optimizations for large-scale use…  ( 3 min )
    💥 5 Expert Tips for Developers
    A developer should master at least one programming language and have a basic understanding of others. Working on an empty stomach isn't ideal — but being overly full is even worse. Equip yourself with tools and setups that enhance your productivity and provide comfort. Always try to fix your own mistakes first. Make sure to get enough sleep. Exercise regularly and quit bad habits — your physical health directly affects your performance.  ( 3 min )
    Day 14/ 30 Days of Linux Mastery: Find Command
    Table of Contents Introduction What is the find Command? Core find Commands Real-World Scenario: find Command Conclusion Let's Connect Welcome back to Day 14 of this practical Linux challenge! Today, we are diving into one of the most useful Linux commands: find. This command helps you search for files and folders fast, flexible, and powerful. find Command? The find command is used to look for files and directories in your system based on conditions like: Name Size File type Date modified User ownership And more... This is especially useful in production environments where systems grow large and messy fast. find Commands Basic Syntax for find is find [path] [condition] [action] # Example find /home -name "file.txt" - # This searches for file.txt inside the /home directory. …  ( 4 min )
    🔐 How to Secure Your AWS Lambda Functions in 2025
    AWS Lambda is a go-to service for building scalable, event-driven applications — but with great (serverless) power comes great responsibility. Here are some practical security best practices to keep your Lambda functions secure in 2025: ✅ 1. Use the Principle of Least Privilege Create dedicated IAM roles for each Lambda function. Grant only the permissions required for that function to operate. Use IAM policies with explicit allow/deny for tighter control. 🔐 2. Secure Environment Variables Instead: Use AWS Secrets Manager or SSM Parameter Store to securely manage credentials, API keys, and tokens. Access them during function runtime using IAM roles. 🌐 3. VPC Integration for Sensitive Resources Place it inside a VPC for better network isolation. Use private subnets with minimal internet exposure. Attach VPC endpoints for secure AWS service access. 📊 4. Monitor and Log Everything Amazon CloudWatch Logs for tracking function output and errors. CloudWatch Metrics to monitor: Invocation counts Duration Throttles and errors Optionally, integrate with AWS X-Ray for tracing. 📦 5. Enable Versioning and Aliases Use Lambda versioning to avoid overwriting stable code. Use aliases (like dev, prod) to route traffic between versions easily. Helps in rollbacks and gradual deployments. 🚀 Get Started Start applying these best practices today to make your AWS Lambda functions secure, resilient, and production-ready in 2025.  ( 3 min )
    🤖 React + AI Stack for 2025 💪(just. a chill stack~)
    React has stood the test of time ⏳, as we move into 2025, integrating AI tools into development workflows is becoming the new standard. Here’s a breakdown of the ultimate React + AI stack to keep your projects bleeding edge 🔧: 🛠 Core: React + TypeScript 🌟 🛡️ Meta Framework: Next.js 👉(The GOAT🐐) The go-to framework for React development with routing, API management, and performance optimizations built-in 🔄. shadcn/ui offers accessible and reusable components out of the box 🏢. 📚 State Management 💡 Declarative animations, gesture support, advanced motion features 🌈, seamless transitions, physics-based animations 🚀, and customizable motion paths ✨. 📃 Forms: Tanstack Form 🛣️ Fast, intuitive, and Zod-friendly for schema validation 📊. 💳 Database: Supabase 💾(just firebase with less marketing~) 🌐 Mobile Development: Flutter 📲 Cross-platform development with a rich set of customizable widgets 🎨. 🔧 Component Development: Storybook 📷 🛠 Hosting: Vercel 🌟(Just aws with a pretty UI and a heaven-forsaken pricing plan) 🤖 AI-Powered Tools 🔎 🖊️ Design-to-Code: Visual Copilot 👁🖨 Context-aware code completion and smart terminal integration 🛠️.(like he can understand your code and create features following your pattern of implementing tasks) 🛠 Prompt-to-Build: Bolt 🔋 He turns text descriptions into working React applications instantly 🔍. Real-time previews, debugging, and one-click deployment 🚀. **🚀 Final Thoughts 🌟 **This stack leverages the best of React and AI to supercharge your development process 💪. Whether you’re building a small prototype or scaling a large application, these tools offer flexibility, speed, and power 💻.  ( 4 min )
    Open Source Grants for Developers – Empowering the Next Generation of Innovation
    Abstract: Open source grants are transforming the landscape for developers by providing essential financial support while nurturing innovation and sustainability in open source projects. This post explores the concept of open source grants, their ecosystem, core benefits, practical applications, challenges, and future outlook. It also integrates insights from related articles and authoritative sources, illustrating how grants can empower developers to maintain and advance open source projects. Open source development is a collaborative marvel that drives innovation, codes transparency, and the free exchange of ideas. Yet, many talented developers struggle to balance community contributions with other life or professional responsibilities. Here, open source grants play a crucial role by of…  ( 8 min )
    Using the same validation logic on the client and server side with Isomorphic-validation.
    In this post I want to briefly describe the usage of Isomorphic-validation, a javascript validation library that was intended to be used on the client and server side and make the process of validating user input seamless across your application. In the two previous posts I covered some aspects of using this library on the client side by creating a sign-in and sign-up form: Part 1 Part 2 Here I will show why this library is actually isomorphic. I'm going to incorporate that sign-in and sign-up examples into a simple Node.js application. If you want to run this project locally it is there: View on Github 0. Setting up the project First, I created the following folder structure: . ⊟── public │ ⊞─── bundles │ ├── signin.html │ ├── signup.html │ └── style.css ├── repositor…  ( 10 min )
    Comparing News API Services: Finlight.me vs. Newsapi.org
    Photo by Fujiphilm on Unsplash I am currently experimenting with scrapers and news APIs as part of my programming journey. While brainstorming options, I stumbled upon two notable services: Finlight.me and Newsapi.org. Both offer intriguing possibilities, but they cater to slightly different needs. Here’s what I’ve discovered while exploring these platforms. Newsapi.org is a well-known name in the world of news aggregation APIs. It’s been around for a while, and its established features make it appealing. However, it does have some limitations, especially for someone like me who’s testing and learning. Article Search and Live Headlines : Great for searching articles and getting live top headlines. Access to Historical Data : Articles up to a month old can be searched, though the free tier …  ( 4 min )
    How to Implement a Tracking Feature Using Phone Numbers
    Introduction Implementing a tracking feature on your website can enhance user experience by allowing responders to generate routes based on inputted phone numbers. This article will guide you through the process of incorporating this functionality, enabling efficient tracking and response. Understanding the Need for Tracking Features In today's digital landscape, effective communication and timely responses are crucial for customer satisfaction. By enabling users to input their mobile phone numbers for tracking, you provide them with the ability to receive real-time updates and assistance. This feature is particularly relevant for services requiring a swift response, such as emergency services or delivery management. Moreover, adding a tracking component significantly improves your website…  ( 5 min )
    Learn to Add Step by Step with Alicia
    🔢 Does addition sometimes confuse you? 👧 Ideal for students who are just starting out with maths. ✅ 100% free and accessible from any device. https://calculadoradealiciapro.com.mx/  ( 3 min )
    Setup Blinko Notes with Ollama
    Another note app? In the past we've looked at, and used, Obsidian and Joplin. While both are great note-taking apps I'd been looking for one that had a responsive webui and possibly the ability to use a local LLM like Ollama or Exo. Blinko is a little like a callback to Mem but self-hosted and able to use local LLM's, adding a level of control over your data. This guide will be a quick setup using Docker, with a few tweaks to avoid a few headaches in getting things working with Ollama(or any AI). While there is an install.sh script that works, I tend to prefer having a docker-compose.yml file with a few tweaks to bolster security. Below are the contents of that docker-compose.yml file. Note the lines that have changeme in them, these need to be unique. For those who don't already have a …  ( 5 min )
    Como ler scripts SQL Server grandes com Python
    Como Criar um Script Python para Ler Scripts Grandes do SQL Server Gerados no SQL Management Studio Recentemente precisei trabalhar com alguns scripts grandes de SQL Server. Isso se mostrou um grande desafio, especialmente quando você precisa analisar ou manipular esses scripts automaticamente. A solução que encontrei foi usar um script Python para ler e processar esses arquivos. Isso facilitou o gerenciamento e a análise de dados de maneira eficiente. Neste artigo, vou compartilhar como criei um script Python que lê grandes arquivos SQL gerados pelo SQL Management Studio (SSMS). Atenção: se você ainda não tem o Python instalado no seu computador, considere ler o artigo abaixo para instalá-lo: Como instalar o Python no Windows, Linux e Mac Python 3.x instalado em seu sistema. Conheciment…  ( 10 min )
    Why AI’s Future Rests on Human Partnership
    For decades, the promise – and the anxiety – surrounding artificial intelligence has centered on automation. A future where machines handle the mundane, freeing humanity for higher pursuits. But a quiet revolution is underway. The most insightful minds in AI are now arguing that how we build and deploy AI is far more critical than what it can do. The next wave isn’t about replacing us; it’s about amplifying the uniquely human qualities of reasoning, ethical judgment, and contextual understanding – a conscious partnership designed for symbiotic outcomes. This isn’t simply a technical challenge; it’s a fundamental re-evaluation of our relationship with intelligence itself. The early narrative of AI was dominated by efficiency. Faster data processing, more accurate predictions, lower costs. T…  ( 7 min )
    Do Not Build Without Reading This
    How many times have you seen someone build a beautiful MVP with all the cloud bells and whistles… only for it to flop? The product had everything. Lambda functions are buzzing. API Gateway routes are neatly mapped out. Cognito user pools are locked down. Files in S3, served globally via CloudFront. Data in DynamoDB. Logs in CloudWatch. IAM policies are crafted like a government document. The architecture diagram looked like a subway map during rush hour. And yet, no one used it. Zero traffic. Zero users. Zero impact. The hard truth? You don’t need AWS to build something users love. There’s a subtle poison running through the modern indie dev and startup ecosystem: overengineering. It usually starts innocently. You read a few posts on Hacker News. Watch a couple of YouTube videos from cloud…  ( 6 min )
    6 Things I Wish I Knew Before My First CI/CD Deployment
    I Just Deployed My First App with GitHub Actions! Here are 6 things I wish I knew earlier 🧵 Setting up CI/CD for the first time can feel like a maze — especially when you’re excited to automate but aren’t sure what bumps are waiting along the way. After deploying my Laravel API app using GitHub Actions, here are 6 key lessons that apply to any tech stack. CI/CD Isn’t Just About Automation — It’s About Resilience The goal of CI/CD isn’t just “automatic deployments.” It’s about building confidence in your deployments and being ready when things go wrong. Set up your pipeline to be predictable, repeatable, and easy to debug — because someday, it will break. ✅ Automate to recover, not just to deploy. Don't Cache Config Before .env Is Ready If your pipeline runs php artisan config:cache (o…  ( 4 min )
    Basis Path Testing Explained: A Comprehensive Guide for QA Engineers
    A Complete Understanding of Basis Path Testing We have repeatedly emphasized the importance and necessity of software testing during development and real-life runtime cycles. Path testing, a key process in the testing procedure, is often used in designing test cases. It is a structural testing technique that uses the program’s source code to identify every possible executable path. This helps detect errors and bugs along defined program routes. In this article, we will explore a specific approach to path testing known as the Basis Path Test and its nuances. Basis path testing often referred to as structured testing, is a white box testing method (testing the software’s internal programming, structure, etc.) used to design test cases. It is performed based on the control-flow graph or log…  ( 5 min )
    How to Create a Grid Layout with Full Row Borders in HTML?
    Creating a well-structured grid layout in HTML can be a vital part of web development. You might be looking for ways to implement a grid layout while ensuring that each row is visually distinct by having full row borders, rather than just borders around individual cells. In this article, we will explore how to achieve this effectively. Understanding the Grid Layout The CSS Grid Layout is a powerful tool that enables developers to create complex web layouts with ease. The problem you've encountered arises when attempting to give a clear separation between rows using borders without affecting the individual cells. Instead of applying borders to each cell, we need a different approach to make the entire row's border visibly distinct. A traditional method of creating a grid is through the use …  ( 4 min )
    Vitalik's Ambition: Making Ethereum "Bitcoin-like" Within Five Years
    I. Vitalik's Ethereum Simplification Plan: From "Functionalism" to "Minimalism" II. The Tug - of - War Between Simplicity and Functionality III. Layer2 Battleground: Why Are Ethereum's "Clones" Experiencing In - fighting? Power Game: What Happened to Decentralization? The core controllers of top Layer2s (like Arbitrum) remain in the hands of development teams, causing users to fear a "comeback of centralization." Token economy malfunction: ARB and other tokens plummeted on launch. Instead, Coinbase's Base chain rose by "not issuing tokens and focusing on social features." External Rivalry Intensifies Solana attracts users with its 'second-level transactions,' while TON grows rapidly using Telegram's 900 million users. Ethereum's Layer2s are trapped in homogeneous competition: issuing p…  ( 4 min )
    Introduced Robonine V0 Research Robot
    The Robo 9 company introduced the Robonine V0 Research Robot. The robot is designed for research labs, schools, universities, and robotics enthusiasts. The Robonine V0 is a modular, affordable platform designed to inspire hands-on learning and innovation in STEM. ROS (Melodic, Noetic, Foxy) LeRobot (available via Hugging Face) Mobile Aloha (see mobile-aloha.github.io) Pi0 (Physical Intelligence’s Pi0 module) ● Manipulators: Two arms, each with 7 degrees of freedom, enabling flexible and precise movements. Payload Capacity: Each manipulator can handle a payload of up to 3 kg, suitable for manipulating tools, sensors, and experimental components. Reach: The manipulators extend up to 650 mm, providing ample reach for various applications. Height: The robot stands at 1400 mm, ensuring compatibility with standard laboratory and classroom environments. Mass: Approximately 35 kg, balancing portability with stability. Mobility: Equipped with a wheeled base for easy navigation in dynamic workspaces. The Robo 9 features a sleek, vertical frame with a black and silver color scheme, designed for both functionality and aesthetics. Its wheeled base allows for mobility, while the dual manipulators with claw-like grippers are optimized for precise handling of ● Research Laboratories: Facilitating experiments in robotics, automation, and human-robot interaction. Schools and Universities: Supporting STEM education through hands-on learning and project-based coursework. Enthusiasts: Providing an affordable and customizable Expected date release: October 2025. Price will start from $3900 for basic KIT.  ( 3 min )
    Building a Real-Time Chat Application in Laravel with Wirechat
    Introduction Building a robust real-time chat system in a Laravel application can be time-consuming and complex. That’s why I created Wirechat — a Laravel Livewire chat package designed to simplify this process with easy integration and powerful customization. Whether you need private 1-on-1 chats or dynamic group conversations, Wirechat has you covered. This blog post will guide you through the installation process, setting up prerequisites, and even starting your first conversation using Wirechat. Let’s dive in and get started! Installation Steps Install Laravel Project If you haven't already, create a new Laravel project: composer create-project laravel/laravel wirechat-app cd wirechat-app Set Up Authentication Wirechat requires user authentication. You can set this up using Lara…  ( 4 min )
    Understanding Java: A Simple Introduction for New Programmers
    If you’re beginning your journey into the world of programming, one of the first languages you’re likely to encounter is Java. Known for its versatility, stability, and long-standing presence in the software development world, Java remains a top choice for both beginners and experienced developers. But what is Java, really? And why has it stood the test of time? Let’s explore the fundamentals of Java in a simple, beginner-friendly way. At its core, Java is a high-level, object-oriented programming language. It was developed by Sun Microsystems in the mid-1990s and is now owned by Oracle Corporation. Since its inception, Java has played a major role in shaping the software industry. The philosophy behind Java can be summed up in one powerful slogan: “Write once, run anywhere.” This means t…  ( 5 min )
    ¿Qué es la REPUVE Consulta Ciudadana y por qué importa?
    La REPUVE Consulta Ciudadana es una herramienta poderosa que permite a los ciudadanos mexicanos verificar el estatus legal de un vehículo en cuestión de minutos. La REPUVE Consulta Ciudadana no discrimina por ubicación. Conozcamos a Juan, un mecánico de 35 años en Puebla. En 2025, el robo de vehículos sigue siendo una preocupación en México. Usar la REPUVE Consulta Ciudadana es tan fácil como pedir un café. Sin reporte de robo: El vehículo está limpio. Con reporte de robo vigente: Evita este vehículo a toda costa. Recuperado: Fue robado pero ya está en manos legales. Además, el reporte incluye datos técnicos como cilindros, número de puertas y planta de ensamblaje. Lo mejor de la REPUVE Consulta Ciudadana es que no cuesta un peso. Comienza Ahora y protege tu inversión hoy mismo. La REPUVE …  ( 6 min )
    Funding Open Source Software: Navigating Innovative Models and Challenges
    Abstract: This post explores the evolving landscape of funding for open source software. We review traditional methods—from donations and grants to corporate sponsorships and crowdfunding—and examine emerging models like license tokenization and blockchain integration. We discuss the background, core concepts, practical uses, challenges, and future outlook for financing open source projects. In doing so, we shed light on resources such as license-token.com’s funding strategies and highlight how these mechanisms drive technical innovation and community sustainability. Open source software has transformed the landscape of technology, enabling collaboration, innovation, and transparency across the globe. However, supporting and sustaining these projects presents a funding challenge that has …  ( 8 min )
    Hiểu rõ Routing trong ReactJS – Cơ bản đến nâng cao
    Routing là một phần cực kỳ quan trọng khi phát triển các ứng dụng ReactJS dạng SPA (Single Page Application). Nếu bạn từng tự hỏi vì sao chỉ với một file HTML duy nhất, ứng dụng React vẫn có thể “chuyển trang” mượt mà, thì đây chính là bài viết dành cho bạn. 1. Routing trong React là gì? Routing trong React là quá trình điều hướng giữa các trang (hoặc component) khác nhau mà không cần reload lại toàn bộ trang web. Đây là một đặc trưng nổi bật của các SPA, giúp tăng trải nghiệm người dùng và tối ưu hiệu suất. Vậy vì sao cần dùng routing? 2. React-router-dom React-router-dom là thư viện phổ biến nhất để xử lý routing trong ứng dụng ReactJS. Nó cho phép điều hướng linh hoạt giữa các trang, dễ dùng và mạnh mẽ. Cách cài đặt: npm install react-router-dom 3. Các thành phần chính trong React R…  ( 5 min )
    How to Show AppBar Options and Drawer in Flutter Web?
    Creating a responsive Flutter web app requires handling different UI layouts for large screens and mobile devices effectively. In this article, we will learn how to show navigation options in the AppBar for larger screens and move them to a Drawer for mobile devices. This is an essential practice in building user-friendly web applications. Let’s dive into how we can implement this functionality correctly in Flutter. Understanding the Problem You are facing an issue where the drawer icon appears on both large and small screens, which is not the desired behavior. This is a common challenge among Flutter developers, particularly when transitioning from mobile app design to web app design. The goal is to display the navigation items directly within an AppBar on larger screens while keeping the…  ( 5 min )
    Serverless Architecture: Benefits and Challenges for Modern Web Applications
    In the world of web development, serverless architecture has emerged as a game-changer. It allows developers to build and run applications without having to manage the underlying servers. With serverless, the cloud provider automatically handles the infrastructure, scaling up or down based on demand. This means that developers can focus more on code and less on managing servers, reducing operational overhead. What is Serverless Architecture? Major Cloud Providers Offering Serverless: AWS Lambda - One of the most popular serverless computing services that allows you to run your code without provisioning or managing servers. Google Cloud Functions - Similar to AWS Lambda, this platform allows you to deploy functions in a fully managed environment. Azure Functions - Microsoft’s serverless sol…  ( 5 min )
    Installing SafeLine WAF on Synology NAS
    Article credit: Signo Labz. Original link: https://blog.signolabz.com/post/installing-safeline-waf-on-synology-nas-zce54r In this post, I will explain the basic setup of the SafeLine WAF free edition on a Synology NAS. I am assuming that you already have some general knowledge on how to install a docker stack on a Synology NAS, otherwise I can highly recommend to visit mariushosting.com, where Marius wrote some very helpful guides on how to use the container manager and also Portainer etc.. Furthermore, the automatic certificate creation in SafeLine WAF, requires port 80 to be free on the NAS. Make sure that the port is not used by any other application, otherwise certificate generation will fail with the error that port 80 is already in use. The first step is to create a folder in the lo…  ( 4 min )
    If You’re Not Watching Catalysis Yet… You Will Be
    Catalysis is making it easier than ever to build and run powerful decentralized services. Whether it’s AVSs, BVSs, or DVNs, it takes care of the hard stuff like security and infrastructure so developers can focus on what matters. With tools like the Catalyst SDK and CLI, plus strong support from big investors and a growing community of builders and node operators, Catalysis is quickly becoming a major player in the space. And we’re still early. There’s so much more coming — and I’ll be here to share every update, every milestone, and every breakthrough as it happens. Stick with me — we’re watching something big unfold. 👀🚀 Big shoutout to all my active readers!!!  ( 3 min )
    AIOps Trends in Enhancing IT Operations and Ensuring Uptime
    AIOps vs Traditional IT Overview comparison As infrastructure has evolved from monoliths to microservices spread across multiple clouds, our approach to monitoring and maintaining these systems needs to evolve too. Enter AI in IT monitoring - a fundamental shift in how we detect, diagnose, and resolve issues. Let's dive into why traditional approaches are falling short and how AIOps is changing the game. Modern infrastructure has pushed traditional monitoring approaches beyond their breaking point. Here's why: Traditional Monitoring Approach: 1. Set static thresholds for metrics 2. Generate alert when threshold crossed 3. Human investigates alert 4. Human determines root cause 5. Human implements fix This worked fine when: Applications ran on a few physical servers Infrastructure chan…  ( 4 min )
    How to Detect Continuous Mouse Button Hold in C++ with ncurses?
    Detecting mouse events in a terminal interface using ncurses can initially seem challenging, especially when you want to execute a function continuously while a button is held down. In this article, we'll discuss how to leverage ncurses for mouse event handling in C++, specifically focusing on how to detect whether the left mouse button is held down and then call a function like foo() repeatedly until the button is released. Understanding Mouse Events with ncurses The ncurses library provides support for mouse events, which allows developers to create interactive console applications. When working with mouse events in ncurses, we mainly use the MEVENT structure to capture mouse input. As you mentioned, you can use event.bstate & BUTTON1_PRESSED to check when the left mouse button is presse…  ( 5 min )
    5 Ways AI Can Help Software Engineers Find More Opportunities
    AI has been getting a lot of attention lately—and yeah, some of the buzz is overhyped, but there’s also something real going on. From my own experience as an engineering manager, I’ve seen how AI can free up time, speed up prototyping, and help devs focus more on what they actually enjoy doing—solving problems, shipping great products, learning new stuff. I get that some people are worried AI will take their jobs. Honestly, I don’t think that’s the right question. It’s less about “Will AI replace me?” and more about “How can I use AI to level up and stay ahead?” Here are five ways I’ve seen AI help software engineers do just that. You know that feeling when your calendar's a mess, you’ve got three tickets on the go, and you're still getting pinged every five minutes? A few of my team membe…  ( 5 min )
    Setting up a Docker Registry backed with Cloudflare R2
    You can run a private Docker registry using Cloudflare R2 as your storage backend, in this tutorial we're going to configure it in a Kubernetes cluster. First, we need to create a R2 bucket where we'll store the Docker images. We also need an API access key and secret key to access the bucket. Once we have created the bucket and have both keys, we create a secret. vi registry-secrets.yaml apiVersion: v1 kind: Secret metadata: name: r2-secret type: Opaque data: ACCESS_KEY_ID: ACCESS_SECRET_KEY: And we apply the configuration. kubectl apply -f registry-secrets.yaml Once we've applied the secrets, we create the Registry deployment. vi registry-deployment.yaml Here is an example of the deployment, you should change some values t…  ( 4 min )
    What Makes the 91 Club Game a Good Choice for Beginners?
    If you are new to online games and want to try something easy, fun, and rewarding, the 91 Club Game is a great place to start. Many beginners choose this game because it is simple to use and offers many exciting features. In this article, you will learn why the 91 Club Game is perfect for new players and how you can enjoy it from the start. Easy to Understand Gameplay One of the main reasons why beginners love the 91 Club Game is that the gameplay is very simple. You do not need any special skills or advanced strategies. The game provides clear instructions and an easy-to-follow interface that helps you get started quickly. Even if you have never played an online game before, you can start enjoying 91 Club in just a few minutes. No Confusing Rules Unlike other games that have complex r…  ( 6 min )
    Keep on Mocking with a Key, Girrrrl
    (with apologies to Neil Young) tl;dr - a story is told about how the author tests a module against a third-party web API when that service is not always available and without leaking sensitive authentication tokens You find yourself to be an aspiring CPAN author of a web API and as a righteous follower of Test Driven Development you want to write tests to verify that your API works as advertised. Testing is a big part of Perl culture, so a skeleton module usually comes with a t/ directory to hold your tests. Once uploaded to CPAN, the CPAN Testing Service will run your tests on every OS and version of Perl possible, but you shouldn't require an active network connection on either end. After all, has your API failed because the end service is down for annual maintenance or the local interne…  ( 5 min )
    How to Fix Google OAuth Error 403 User Agent Issue on iPhone?
    Introduction When integrating Google OAuth for authentication in your application, you might encounter various errors. One common issue is the ERROR 403: Google disallowed user agent, especially if your code works perfectly on Android but fails on iPhone. This error message usually indicates that Google is rejecting the request due to the user agent string that your app is sending. Let's explore why this happens and how to fix it. Understanding the Issue The ERROR 403: Google disallowed user agent typically occurs when Google’s servers identify an untrusted or unsupported user agent accessing their OAuth service. User agents represent the application type, operating system, vendor, and version of the browser, and if the string does not match Google's expectations or security policies, the …  ( 5 min )
    Why I Prefer Go Over Node.js for Backend Development
    As a softwar developer, choosing the right language and tools can make a huge difference in how efficiently you build, maintain, and scale applications. While Node.js is widely adopted in the backend world, I personally prefer Go (Golang) for several key reasons. Here's why. Go is a compiled language with built-in support for concurrency through goroutines and channels. Whether it's handling multiple HTTP requests or processing data-heavy tasks, Go offers consistent and high performance with minimal memory overhead. Its lightweight concurrency model is often simpler and more efficient than JavaScript’s event loop and async/await system. Go is statically typed, which helps catch errors early during compilation. In my experience, this leads to more robust code and reduces the kind of silent …  ( 4 min )
    Delta Executor: Mobile-First Roblox Script Execution
    How We Built Delta Executor: Mobile-First Roblox Script Execution Roblox's scripting ecosystem has exploded in recent years — and so has the need for tools that empower developers to understand, test, and interact with Lua-based environments. At DeltaDevs, we created Delta Executor, a performance-first, cross-platform executor tailored for Roblox scripts on Android and iOS. Many tools in the Roblox ecosystem are outdated, unsupported, or overly complex for mobile users. Delta Executor solves that with: Script execution that’s stable across devices A secure framework with memory-safe design Keyless access for paid users (and fair key-based access for free users) Smooth compatibility across Android, iOS, and emulators for PC We built it from the ground up to handle the latest anti-cheat systems Roblox introduced in 2025. Here’s how we bypassed them. -- Delta Executor Example print("Hello from Delta Executor on Mobile!") You can load, run, and debug scripts just like this on mobile devices using our tool. Full support for popular script libraries and obfuscation is built in. While built for mobile-first use, Delta Executor also runs on Windows using emulators like BlueStacks or LDPlayer. Want to see how it works? Visit our Executor Overview Page. We're also opening up SDK access for vetted contributors and curious reverse engineers. Apply at deltadevs.net/developers We built Delta Executor with security transparency at the core. If you've seen antivirus warnings, you're not alone — many executors trigger false positives. Here's why. Official Website FAQs Script Submission Fix Guide: Executor Not Opening Delta Executor is more than an exploit tool — it’s a research sandbox for scripters, hobbyists, and curious minds working within the Roblox engine. We hope this adds value to others building tools around Lua, mobile execution environments, and anti-cheat resistance. Got thoughts? Drop your feedback or reach us via our Discord.  ( 3 min )
    When “More” Isn’t Better — A Note from a Senior Engineering Manager
    In tech, we’re wired for growth—more velocity, more releases, more impact, more headcount. But lately, I’ve been asking myself: Where does it stop? I’ve led high-performing teams, shipped at scale, climbed the ladder. But with each new role, I noticed a pattern—what looked like “success” on paper often came with hidden trade-offs: less time with family, more stress, fewer pauses to reflect. We’re told to aim for the next title, the bigger compensation package, the unicorn IPO—as if each step up will quiet the internal noise. But it doesn’t. Even at the top, many feel like they’re still chasing something just out of reach. And here’s the kicker: when wealth and power concentrate, whether in tech or society, others get squeezed. I’ve seen brilliant engineers burn out, not because they weren’t good enough—but because the system kept telling them they had to want more. But what if the real clarity doesn’t come from achieving more—but from needing less? Less chaos. I’ve found meaning in simpler things—mentoring a junior dev, walking outside between meetings, unplugging for dinner with my kids. These aren’t productivity hacks. They’re sanity savers. Because underneath the frameworks and sprint goals, we’re just part of something bigger—organic, changing, deeply human. The atoms in our bodies? They were once stars. Literally. We are nature. And like nature, we’re not meant to scale infinitely. So here’s a quiet question I’m sitting with—and maybe you should, too: 🔍 Is your pursuit of “more” giving you peace—or quietly taking it away?  ( 3 min )
    SafeLine WAF Setup: How to Handle Multiple Apps on Port 80
    📍 Problem description You have two applications: App 1 → deployed on Server A, port 80 App 2 → deployed on Server B, port 80 When you try to configure both behind SafeLine WAF, you get the error: Duplicate applications detected on port 80: * The reason for this error is: SafeLine allows only one listener on port 80 on the frontend. ⸻ ✅ How to solve it Since SafeLine currently does not support path-based routing, the only supported solution is domain-based routing. ⸻ Use different domain names (recommended) For example: App 1 → app1.example.com → Server A:80 App 2 → app2.example.com → Server B:80 In SafeLine: Configure one listener on port 80 Set routing rules based on the Host header (domain name) to forward traffic to the correct backend server. This way, SafeLine knows exactly which application the request is meant for. ⸻ ⚠️ Why you can’t use multiple port 80 listeners or path-based routing SafeLine can only bind to port 80 once on the frontend. Multiple port 80 listeners will always result in a duplicate port error. Path-based routing (/app1, /app2) is currently not supported in SafeLine. ⸻ 🚀 Summary recommendation ✅ Use different domain names and set up Host-based routing in SafeLine. ⸻ SafeLine Website: https://ly.safepoint.cloud/ShZAy9x https://github.com/chaitin/SafeLine https://discord.gg/dy3JT7dkmY  ( 3 min )
    How to quickly transform multi-layer sets in JSON strings
    There is a 2-layer JSON string with multiple dynamic key values in the lower layer, excluding set/array types. {"Games": {"key1": "value1", "key2": value2,"key3":value3}} Now we need to transform the lower layer into a set of multiple layers. {"Games":{"AllGames":[{"key1":["value1"]},{"key2":["value2"]},{"key3":["value3"]}]}} SQL itself does not support multi-layer data, making it more difficult to express multi-layer sets, and the indirectly implemented code is very complex. SPL naturally supports multi-layer data and multi-layer sets: Try.DEMO A2: Take the lower-layer data (one record), change the type to a set of records, and then transpose it to a two-layer sequence. […] represents a set, function E can convert a set of records into a two-dimensional sequence, and @ p represents transposition during conversion. new(new(…:AllGames):Games) Add two layers of record types on top of a multi-layer set to construct the target table sequence. esProc is free. Download~~  ( 3 min )
    Part 3: Mastering SafeLine WAF – Testing, Docker Setup & Troubleshooting
    Welcome to the final part of our SafeLine WAF series! So far, you have set up SafeLine and configured it for your environment. Now, it’s time to test your protection, finalize your Docker installation if necessary, and troubleshoot any issues that may arise. This will help you maintain a robust and reliable WAF deployment. You can test the protection effectiveness either manually or automatically. Access your website using the parameters configured in SafeLine WAF: Open your browser and visit: http://: / The default protocol is HTTP; check the SSL option to use HTTPS. The hostname can be either the SafeLine IP or your website domain (make sure the domain resolves to SafeLine). The port is the one you configured in SafeLine for the site. If your website is not accessible, please refer to the Configuration Issues section. Try these URLs to simulate attacks and confirm SafeLine blocks them: SQL Injection: http://: /?id=1%20AND%201=1 XSS Attack: http://: /?html=alert(1) If SafeLine blocks these, you’ll see the attack prevented in your browser and logged in the dashboard. ✅ sudo yum update If you get errors like “Could not resolve host” or mirrorlist failures, add Alibaba Cloud repo: curl -o /etc/yum.repos.d/CentOS-Base.repo http://mirrors.aliyun.com/repo/Centos-7.repo sudo yum install -y yum-utils sudo yum-config-manager --add-repo http://mirrors.aliyun.com/docker-ce/linux/centos/docker-ce.repo sudo yum -y install docker-ce docker-ce-cli containerd.io sudo systemctl start docker If you get x509 certificate errors when pulling images, it’s likely a system time or certificate issue. Check your system time: date If it’s wrong, sync time with: sudo yum -y install ntpdate sudo ntpdate cn.pool.ntp.org  ( 4 min )
    Check Docker Installation Details- Part 2
    Now that we've confirmed Docker is installed and running (Part 1), let's test the setup by running a simple container. This will verify that Docker can successfully download images and run containers. The Hello World Container Docker offers a lightweight "hello-world" image specifically designed to test Docker installations. This minimal container confirms that: • The Docker client can connect to the Docker daemon. 1.Let's run this test container with the following command: docker run hello-world • Check if the hello-world image exists locally This message confirms that your Docker installation is working correctly. After running the hello-world container, let's check the list of containers on your system. The container we just ran has already exited, but we can still see it in the list of all containers. 2.To see all containers (including stopped ones), run: docker ps -a The -a flag shows all containers, including those that have stopped. Without this flag, docker ps would only show running containers. STATUS column shows "Exited (0)", which means the container completed its task and exited with a status code of 0 (indicating success). The hello-world image was downloaded to your local machine. Let's verify this by listing all Docker images: docker images This confirms that the hello-world image is stored locally on your system. LinkedIn: https://linkedin.com/in/kamrul-dev https://github.com/kamrul-dev Related Keywords: Kamrul Hasan DevOps Engineer, DevOps tips by Kamrul Hasan, Kamrul Hasan Docker tutorials, Learn DevOps with Kamrul Hasan, Kamrul Hasan automation expert, Kamrul Hasan cloud and containers, CI/CD pipelines by Kamrul Hasan, Kamrul Hasan Kubernetes & Docker,  ( 4 min )
    AI Dating Pictures: How Artificial Intelligence Is Changing Online Dating
    The world of online dating has changed dramatically in the past few years — and artificial intelligence (AI) is playing a major role in that transformation. One emerging trend is AI dating pictures: profile photos generated or enhanced by AI to help users present their “best selves” on dating apps like Tinder, Bumble, Hinge, or even social media platforms. But what exactly are AI dating pictures, and are they a good idea? Let’s break it down. ** ✅ Generated entirely by AI — using tools like AI portrait generators or avatars based on your real face. ✅** Enhanced or edited by AI** — improving lighting, removing blemishes, sharpening features, or even subtly reshaping facial features. These photos aim to make you look more appealing without the need for professional photoshoots or heavy manua…  ( 4 min )
    SDK Playground: Who Are You Blocking on BlueSky?
    Most services — including social networks — offer APIs that allow third-party programs or tech-savvy users to perform actions that would normally be manual and tedious, all through code. Let’s imagine I’m blocking people on BlueSky, and I want to know if another account has blocked the same people as I have. I would need to: Retrieve my own block list Retrieve the block list of the other account And for each name, check if it's present in both lists. It’s not impossible to do — at least on BlueSky, since everything is public. But it’s a massive pain. Another example: imagine I want to block everyone who liked a post (say, because it’s a post praising Kubernetes and I don’t like Kubernetes). Here’s what I’d have to do: Find the post Retrieve the list of people who liked it Block them one by…  ( 7 min )
    How to Fix Lag and Crash Issues in Swift's startRecording Function?
    Troubleshooting Lag and Crashes in Swift's Camera App When developing a camera app in Swift, you may encounter issues with the startRecording function, such as lagging or crashing. These problems can result from various factors related to resource management, threading, and memory. In this article, we will explore why these issues might occur and how to effectively resolve them. Understanding the Problem The primary issue you are facing when pressing the record button is the lag followed by a crash. This occurs because the camera app attempts to perform heavy processing operations on the main thread, leading to unresponsiveness. Furthermore, the crash arises from improper handling of the GPU resources, resulting in a NSInternalInconsistencyException message about framebuffer overreleasing.…  ( 5 min )
    Mastering the Balance: How Online Learning Empowers Students to Juggle Work and Study
    Online learning has become a rapidly evolving educational medium that is significantly assisting students in striking a balance between work and study. In our data-driven society, the way we gain knowledge is changing. The advent of online learning has rekindled the thirst for education in many people, allowing them their pursuit of higher education alongside their current employment. Notably, the traditional full-time education model has often proved to be arduous for those who need or want to work while pursuing their studies. Advanced job markets mean that it’s essential for students to continue upskilling, but equally important is their need to maintain financial stability. This is where online learning steps into the spotlight. It offers much-needed flexibility and augments their abi…  ( 4 min )
    Paraglide 2.0 Migration – From Framework Glue to Clean Abstraction
    From time to time, it's necessary to bring all dependencies up to date. Most of them update easily. Paraglide.js? Definitely not. This post is not just a dry migration guide — it’s also about the headaches, surprises, and a few decisions you’ll have to make if you’re already deep into a SvelteKit project like I am with shrtn.io. And while we’re at it: Paraglide’s approach to minimalism still makes me smile — even if it makes the docs a bit too... minimal at times. That said, version 2.0 is a huge step forward. The documentation is better, the architecture is more maintainable, and the framework independence finally feels real. But not everything is an upgrade — especially not the developer experience when removing some of the SvelteKit-specific helpers. If you're here just for the code, fe…  ( 7 min )
    Introduction to Container Images and Orchestration
    As modern apps shift toward microservices and cloud-native architectures, containers have become the standard for packaging and deploying software. However, running containers in production requires more than just building images—it demands scalable orchestration and intelligent management. This blog introduces container images. It explains why orchestration is essential in production environments. The blog also explores Kubernetes, the industry-standard platform for container orchestration. What Are Container Images? A container image packages app code, its runtime, libraries, and all dependencies in a predefined, portable format. This enables consistent deployment across various environments. Container runtimes—such as containerd, runC, and CRI-O—use these prebuilt images to create and…  ( 7 min )
    The Rise of Autonomous IT Operations: Why AIOps Is the Future of ITSM in 2025 and Beyond
    🖋️ Introduction: Today, businesses are dealing with hybrid cloud environments, multi-vendor integrations, massive data streams, and rising end-user expectations. In this high-stakes, always-on world, even advanced automation isn’t fast enough, intelligent enough, or proactive enough. AIOps (Artificial Intelligence for IT Operations) emerges not just as a trend but as a necessity—a next-generation approach that blends machine learning, data science, and traditional monitoring to create autonomous, predictive, self-healing IT ecosystems. In this blog, we dive deep into what AIOps is, why it matters, and how it will redefine ITSM workflows in 2025 and beyond. ⚡ From Automation to AIOps: Understanding the Evolution 📚 Generative AI (Gen AI): 📚 AIOps: 🎯 Why AIOps Is No Longer Optional for Modern ITSM 🔵 Predictive Intelligence: Identify potential incidents before they impact services. 🌐 How AIOps is Transforming Core ITSM Workflows 🛡️ Why AIOps + ServiceNow = The Ultimate ITSM Stack ✅ AI-driven incident categorization and prioritization. ⚙️ Key Challenges When Deploying AIOps (And How to Overcome Them) 🔸 Data Complexity :Ensure clean, unified, and high-quality data ingestion from all sources (apps, networks, servers). ✅ Up to 70% reduction in alert volume 🔮 Future Outlook: AIOps Is Just Getting Started By 2027: More than 50% of enterprises will use AIOps platforms to automate major parts of their IT operations. 📣 Conclusion: It’s Time to Move Beyond Automation Being autonomous, predictive, and resilient—that’s the new benchmark. 📞 Ready to Embrace AIOps and Lead the Future? 🔗 Let’s talk today 👉 Follow us for cutting-edge insights into AI in ITSM, Automation Trends, and Next-Gen IT Operations. AIOps #ITSM #FutureOfIT #SmartITOps #ServiceNow #IncidentManagement #DigitalTransformation #ArtificialIntelligence #PredictiveAnalytics #Automation #TechStrategy #MJBTech  ( 6 min )
    Understanding Rust's Box, Rc, RefCell in Stack and Deque
    Introduction to Rust Smart Pointers In Rust, managing memory safely and efficiently is crucial for building robust applications. When working on course material that demonstrates the use of Rust’s smart pointers like Box, Rc, and RefCell, you may encounter unique scenarios, especially when implementing structures like linked lists. This article will explore a singly-linked stack and a doubly-linked deque, elucidating why the default drop implementation in Rust behaves differently for these structures. Why Choose Box, Rc, and RefCell? Before diving deep into the examples, let’s clarify the usage of each type. Box: This is a smart pointer that provides ownership of heap-allocated data. It enables recursive data structures. Rc (Reference Counted): This type allows multiple ownership of …  ( 4 min )
    Fine-Tuning Models with Your Own Data, Effortlessly
    Most blog posts focus on using top-tier LLMs or setting up complex AI pipelines for large corporations. But what if your data is private, and you don’t have access to top-tier ML talent or massive infrastructure? In this article, we show how to fine-tune a model for mid-sized software development teams or IT support, using your own domain expertise. With Apache Answer and InstructLab, you can build a powerful, cost-effective AI solution tailored to your specific needs. InstructLab is an open-source AI community project aimed at empowering individuals to shape the future of generative AI. It provides tools for users to fine-tune existing large language models (LLMs), such as Granite, using additional data sources. This allows LLMs to continuously gain new knowledge, filling in gaps from the…  ( 6 min )
    How to Build a Bulletproof QA Process
    In today's fast-paced tech world, speed matters. But quality matters even more. No one wants to launch a product full of bugs or deliver a user experience that doesn't live up to expectations. That's where quality assurance (QA) comes in - not as a final check, but as an ongoing, strategic process that ensures everything runs smoothly from the start. One of the biggest mistakes companies make is putting off QA until later. By then, fixing issues becomes expensive and time-consuming. A robust QA process starts right from the planning stage. QA shouldn't be an island. Developers, designers, project managers, and QA engineers should work as a team. Communication is key. Clear documentation, shared expectations, and open feedback loops help avoid misunderstandings and missed bugs. You can't fix what you don't track. That's why a well-defined test plan is essential. It sets expectations, outlines goals, and defines what success looks like. Manual testing has its place, especially when it comes to exploratory testing or checking visual and UX elements. But automation is the backbone of a scalable QA process. Smoke tests Regression tests API testing Cross-browser checks Tools like Selenium, Cypress, or Playwright can help speed up the process. Don't overdo it with automation, though - maintaining flaky tests can slow down your team more than it helps. Pro tip: CI/CD integration Hook automated tests into your CI/CD pipeline. That way, every time new code is pushed out, it's tested instantly. Faster feedback = fewer issues in production. More in our article: https://instandart.com/blog/quality-assurance/how-to-build-a-bulletproof-qa-process/  ( 4 min )
    🧩 Understanding Why Omit and Pick Fail with Union Types
    Omit and Pick are some of the most loved utility types in TypeScript. They let you create new types by excluding or selecting specific properties from an existing type. union types, their behavior can be misleading - and in some cases, break your type expectations type Employee = { id: string name: string job_name: string } type Customer = { id: string name: string company: string } type Person = Employee | Customer ❌ Problem: Using Omit Directly type PersonWithoutId = Omit 🧨 Actual Result: type PersonWithoutId = { name: string } Only name survives. The fields job_name and company are lost. Why? not distributive over union types. It collapses the union into a common structure, then removes the property - resulting in a simplified, lossy type. ✅ Solution: DistributiveOmit We can fix this by explicitly distributing Omit across each union member: type DistributiveOmit = T extends any ? Omit : never type PersonWithoutId = DistributiveOmit ✅ Expected Result: type PersonWithoutId = | { name: string; job_name: string } | { name: string; company: string } 🧪 Same Fix for Pick type DistributivePick = T extends any ? Pick : never type BasicaPerson = DistributivePick 🧠 Summary Table  ( 3 min )
    How to Automatically Import All Images in a JavaScript Project?
    Introduction In modern web development, automating tasks can save time and reduce errors. If you're looking to dynamically import all images from a specific folder in a JavaScript project, especially in frameworks like Vue.js, you're in the right place! This article delves into how to facilitate the automatic import of images using the require.context method. Why This Issue Occurs When you're dealing with a large number of images, maintaining and updating the image list in your code can become tedious. Manually adding image paths defeats the purpose of efficiency and can lead to mistakes. This need for automation becomes especially apparent when working with dynamically loaded content, where images are regularly updated. Thus, using require.context can simplify the process, allowing you to…  ( 4 min )
    CI/CD 101: From Code Commit to Production
    In the world of modern software delivery, speed and reliability are everything. Users expect features to roll out fast — without downtime or drama. That’s where CI/CD comes in. In this blog, we’ll break down what CI/CD really is, how it powers DevOps, and walk through a real example so you can see it in action. CI/CD stands for: Continuous Integration (CI) – Automating the build and test process every time code is committed. Continuous Delivery (CD) – Automating the release of that tested code to staging or production. In simple terms: You commit code → It’s built and tested → If successful, it’s deployed automatically This approach avoids the nightmare of last-minute integration hell, ensures bugs are caught early, and allows teams to ship smaller, safer changes more frequently. Faster de…  ( 4 min )
    Level Up Your PDF Game: From 1998 to Stunning in 15 Minutes
    You're shipping reports, invoices, or data exports as PDFs. And they look like they were built in 1998. That might fly internally, but the moment you're sending them to clients, investors, or partners, it reflects directly on your brand. Bad design isn't neutral. It kills trust. With reportgen.io, you can generate stunning PDFs using modern CSS, Tailwind, and Chart.js - without turning your dev team into a design agency. Here's how to go from "ugh" to "damn" in 15 minutes. If you want tight control and don't mind some manual work, you can write vanilla CSS. Think of this like hand-coding an HTML email. body { font-family: Arial; padding: 20px; } .invoice { max-width: 600px; margin: auto; border: 1px solid #ccc; padding: 20px; } <div cla…  ( 4 min )
    Setting Up NVM, Node.js, and Yarn on WSL Ubuntu
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    Skip the Pixel Pushing: Build Stunning UIs in DronaHQ with Figma + AI
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    Installing Go (Golang) on WSL Ubuntu
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    Machine Learning: A Quick Intro to different types of ML
    Machine learning is everywhere these days—from the recommendations on Netflix to self-driving cars cruising down the streets. But if you’ve ever tried to dive deeper, you’ve probably come across terms like supervised, unsupervised, and reinforcement learning. It can get overwhelming, especially if you're just starting out. Let’s break it down in simple terms, without the jargon overload, so you can actually understand what these types of machine learning are all about. 1. Supervised Learning: Learning with a Teacher In supervised learning, the machine is given input data and the correct output (the “label”). It learns from these examples so that, later, when it sees new data, it can predict the right answer. Common uses: Spam detection in emails Predicting house prices Recognizing handwri…  ( 4 min )
    How Liquibase Makes Life Easy for DB Admins
    Let’s be honest - managing database changes can sometimes feel like juggling fire. You’ve got multiple developers making updates, environments to manage, rollbacks to worry about, and let’s not forget those late-night “It worked on dev!” surprises. But guess what? There's a tool that can help you stay ahead of the chaos. It’s called Liquibase, and it's like having a helpful assistant who always remembers what changes were made, who made them, and when. Today, we're going to break it down - what Liquibase is, how it works (especially with YAML), why it's useful, and how it's being used in real projects like mux-sql. So grab your favourite cup of coffee ☕️, and let’s dive in! Liquibase is an open-source database change management tool. Think of it as version control, but for your database. J…  ( 7 min )
    MSP40: The Iron Throne of Industrial Networks
    In the smoldering forges of Old Valyria, where data flows like wildfire and downtime is the true enemy, there sits a sovereign of steel and silicon—the MSP40. Forged in the fires of precision and armored against chaos, this managed Ethernet switch defends the Seven Realms of Industry 4.0 with the ruthlessness of Tywin Lannister and the foresight of Bran the Broken. Let us declare why this switch claims the Iron Throne of industrial IoT. Chapter 1: The Forge of Dragonstone MSP40 is no mere ironborn gadget. Tempered in the Foundries of Valyrian Steel, it wields powers unseen since the Age of Heroes: Dragonflame Resilience: Operates from -40°C to +85°C—hotter than Drogon’s breath, colder than the Night King’s touch. Why it shatters the old order: Legacy Switches: As reliable as Joffrey’s promises—crumbling under pressure. Chapter 2: The War of Five Ports The Battle of Blackwater Bay (Smart Factories): MSP40 commands robotic arms with the precision of Arya’s Needle, slashing downtime like Lannister soldiers. “Chaos isn’t a pit. It’s a 40% productivity gain,” it whispers. The Siege of Winterfell (Power Grids): Guards substations against EMP storms, steadfast as Brienne’s oath. “The North remembers… surge protection.” The Red Wedding (Traffic Systems): Halts data collisions at smart intersections, sparing cities from King’s Landing-level gridlock. “The network sends its regards.” The Words of House MSP40 Ports: 12 channels of fury—8 RJ45 knights and 4 SFP dragons. The Dragons of Innovation The Dark Threats Beyond the Wall Legacy Switches: Bloat like Robert Baratheon’s reign, guzzling budgets and sanity. The Prophecy of the Prince That Was Plugged In Epilogue: Winter is Here (And It’s Buffering) the MSP40 is to court chaos—a realm of molten slag and screaming CFOs. The night is dark and full of packet loss. References The Song of Silicon & Packets (Maester Luwin’s Tech Scrolls) Fire & Bandwidth: A History of Industrial Ethernet (Dragonstone Archives) A Clash of Latency (King’s Landing IoT Reports)  ( 4 min )
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    Why Data Versioning Matters in Machine Learning Projects
    Building reproducible models' accuracy is equally essential with model performance results in today's rapidly evolving machine learning (ML) environment. The practice of tracking and managing changes to datasets through time receives insufficient attention despite the focus on selecting the correct algorithms and adjusting hyperparameters. Data versioning practice is a critical management system that succeeds or fails an entire ML project. Reproducibility and Traceability Machine learning functions best when researchers maintain the ability to reproduce their outcomes. Model result reproducibility transforms into a random guessing process when you fail to version your data. When you retrain your model, it should deliver uniform results after each dataset variation. However, imagine seeing …  ( 6 min )
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    How to Design a Tape Roller Using 3D CAD Software
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    Creating a Lightweight Linux Firewall with UFW and fail2ban
    As a system administrator or developer, securing your Linux server is non-negotiable. In this guide, we'll set up a robust yet lightweight firewall solution combining two powerful tools: UFW (Uncomplicated Firewall) and fail2ban. This combination provides an excellent security foundation without consuming excessive system resources. UFW (Uncomplicated Firewall) lives up to its name by simplifying iptables configuration while providing comprehensive firewall functionality. fail2ban monitors log files and temporarily bans IPs that show malicious behavior, such as repeated failed login attempts. Together, they create a powerful security layer that: Controls which services are accessible Blocks brute force attacks Prevents various network-based threats Uses minimal system resources UFW comes …  ( 6 min )
    Indexing in MySQL for PHP Developers: Do’s and Don’ts
    Hi there, fellow developers of PHP! Have you ever noticed that searching your database takes longer than destroying coffee? And your extremely complex PHP tool is sluggish when obtaining facts? The heritage may conceal the problem: MySQL indexes that are either nonexistent or implemented incorrectly. Working with databases takes up a significant amount of our time as PHP developers. Knowledge of how to optimize such interactions is necessary for developing apps that may be fast, scalable, and easy to use. Similarly, indexing is your secret weapon when it comes to MySQL. Suppose that a database table is a vast, disorganized library. To find a certain book (or data row) in the absence of an index, one must search across every shelf. Suppose the same library's catalog is now well-structured. …  ( 7 min )
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    How to Address Scala 3.6.4 Preprocessor Message Deduplication?
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    Stop Using AWS. Jonas Scholz ・ May 3 #cloud #devops #docker #startup  ( 2 min )
    How to Fix Chrome Printing Issues with CSS Stylesheets
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    Introducing TimeTracks: A Lightweight, Versatile Time Tracking Tool Built for Developers
    Have you ever wanted a minimal, flexible time tracking tool that respects your flow as a developer or freelancer? After building tools for clients for years, I finally built one for myself — and now I'm sharing it with you. ✅ What is TimeTracks? 🔁 Live clock-in/out ⚡️ Built on DynamoDB, Express, and JWT for speed and flexibility All data is scoped by organization, so multiple teams can track time independently — whether you're solo or running an agency. 🧱 Why I built it I also wanted: A clean API-first design TimeTracks is currently in open beta — early users will have free lifetime access. 🔧 Tech stack 🌐 Try it https://timetracks.visidra.com You can sign up, invite teammates, and start tracking time in minutes. No card required. 💬 Feedback welcome What features do you wish lightweight time tracking tools had? Would you use it to track CI/CD jobs or async workflows? Do you want integrations with GitHub, Notion, or Jira? Leave a comment or DM me — let’s build a better time tracker, together.  ( 4 min )
    How to Fix 'Model Not Found' Error in Ollama Library?
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    You Don't Need Markdown to Blog—But It Makes It Easier
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    Power Up Your Playtime: Jollibee Just Launched GameJoy Combos and They're a Gamer’s Dream Come True! 🎮🍔
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    How to configure and customize the Go SDK for Azure Cosmos DB
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    A Recipe for Success: Cooking Up Repeatable Agentic Workflows
    The Remy-Linguini Dynamic If you haven't seen the movie, here's the gist: Remy is an incredible chef with all the know-how, but he's a rat, so no kitchen access. Linguini is a kitchen worker with full access but little cooking skill. Together, they form a symbiotic relationship: Remy hides under Linguini's hat and guides him on what tools to use and when. If a customer orders fries, Linguini might freeze, but Remy scopes out the kitchen, sees what's available, and gives step-by-step instructions: "Grab a knife and a cutting board. Now slice the potato." Then, Linguini executes the plan. Agentic systems work similarly. You have three core components: A Large Language Model (LLM) An Agent Tools The LLM is like Remy; it is full of knowledge and reasoning, but has no hands-on access. Th…  ( 7 min )
    Educational Credentials in the Digital Age: Ensuring Authenticity and Portability
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    Why Your Emails Aren’t Reaching Inboxes And How to Fix It
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    How to Sync Two TaskListView Instances in SwiftUI?
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    Risk Management in Dev Projects: Identifying, Assessing, and Mitigating Technical Risks Pratham naik for Teamcamp ・ May 7 #webdev #productivity #devops #opensource  ( 2 min )
    Which Hosting is Right for You? A No-Nonsense Breakdown
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    How to Implement a JavaScript Plugin System in Rust with Deno
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    Learning Swift: The Basics of iOS Development
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    Iterable unpacking in Python
    Buy Me a Coffee☕ *My post explains variable assignment in Python. You can unpack the iterable which has zero or more values to one or more variables as shown below: *The number of variables must match the number of values unless a variable uses *. v1, v2, v3 = [0, 1, 2] v1, v2, v3 = [0, 1] # ValueError: not enough values to unpack (expected 3, got 2) v1, v2, v3 = [0, 1, 2, 3] # ValueError: too many values to unpack (expected 3) *The one or more values with one or more commas(,) are a tuple. v1, v2, v3 = [0, 1, 2] v1, v2, v3 = range(0, 3) v1, v2, v3 = 0, 1, 2 # Tuple v1, v2, v3 = (0, 1, 2) print(v1, v2, v3) # 0 1 2 *By default, only keys are assigned to variables from a dictrionary same as using keys(). v1, v2, v3 = {"name":"John", "age":36, "gender":"Male"} v1, v2, v3 = {"name":"John", "age":36, "gender":"Male"}.keys() print(v1, v2, v3) # name age gender *values() can get only the values from a dictionary. v1, v2, v3 = {"name":"John", "age":36, "gender":"Male"}.values() print(v1, v2, v3) # John 36 Male *items() can get both the keys and values from a dictionary. v1, v2, v3 = {"name":"John", "age":36, "gender":"Male"}.items() print(v1, v2, v3) # ('name', 'John') ('age', 36) ('gender', 'Male') print(v1[0], v1[1], v2[0], v2[1], v3[0], v3[1]) # name John age 36 gender Male v1, v2, v3, v4, v5 = "Hello" print(v1, v2, v3, v4, v5) # H e l l o  ( 3 min )
    How to Create a Vertical Navigation Menu for Smartphones and Tablets Using CSS and JavaScript
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    Cloud vendor lock-in! How much should I be scared of? 😱
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    Python Code Quality: Style Conventions and Linting Tools
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    Welcome Thread - v325
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    In today's financial landscape, managing personal finances effectively has become increasingly complex. As a developer who was frustrated with existing solutions, I set out to build WiseCashAI - a completely free, browser-based personal finance tracker that leverages AI to provide intelligent insights and automate financial management tasks. Financial management apps often come with significant limitations: subscription fees, privacy concerns, limited customization, and lack of intelligent features. WiseCashAI addresses these issues by providing: A 100% free solution with no hidden costs Complete privacy with browser-based storage (your financial data never leaves your device) AI-enhanced features for intelligent financial management Seamless synchronization across devices via Google Drive…  ( 5 min )
    Angular + Java: Construindo Aplicações Fullstack Robustas
    Quando se trata de desenvolvimento web fullstack para aplicações empresariais, poucas combinações oferecem a solidez e a maturidade de Angular no frontend e Java no backend. Esta stack tecnológica continua sendo uma escolha popular para sistemas que exigem confiabilidade, segurança e escalabilidade. Como desenvolvedor que já trabalhou em vários projetos usando essa combinação, posso compartilhar que a curva de aprendizado inicial pode parecer íngreme, mas os benefícios a longo prazo são substanciais. Na minha experiência, existem várias razões convincentes para escolher esta stack: Tipagem forte em toda a aplicação - TypeScript no Angular e Java no backend proporcionam um ambiente completamente tipado, reduzindo erros em tempo de execução Arquitetura corporativa madura - Ambas as tecnologi…  ( 6 min )
    Data fetching in '/apps' route in open source ACI.dev platform.
    In this article, we are going to review API layer in /apps route in ACI.dev platform. We will look at: Locating the /apps route apps folder API layer in apps/page.tsx This /apps route loads a page that looks like below: ACI.dev is the open source platform that connects your AI agents to 600+ tool integrations with multi-tenant auth, granular permissions, and access through direct function calling or a unified MCP server. ACI.dev is open source, you can find their code at aipotheosis-labs/aci. This codebase has the below project structure: apps backend frontend frontend ACI.dev is built using Next.js, I usually confirm this by looking for next.config.ts at the root of the frontend folder. And there is a src folder and app folder inside this src folder. This means t…  ( 4 min )
    Thanks this was very helpful as I been wanderin the desert for years.
    Why Learning to Code is So Damn Hard Rachel Moser for The Odin Project ・ Mar 16 #webdev #programming #theodinproject  ( 2 min )
    X API 通过user_name获取用户详情
    import time import requests BEARER_TOKEN = "A" user_name = 'apex_ether' url = f"https://api.twitter.com/2/users/by/username/{user_name}" headers = {"Authorization": f"Bearer {BEARER_TOKEN}"} params = { "user.fields": "id,name,username,created_at,description,location,url,profile_image_url,protected,verified,public_metrics" } response = requests.get(url, headers=headers, params=params) time.sleep(5) # 即使查不到用户信息 响应码也是200,这里不会报错 response.raise_for_status() res_data = response.json() # {'data': {'location': 'Mempool', 'description': 'building @veildotcash', 'id': '1052847943185661952', 'name': 'Apex777.eth', 'username': 'apex_ether', 'profile_image_url': 'https://pbs.twimg.com/profile_images/1743420564436324352/eY2NN3QI_normal.jpg', 'public_metrics': {'followers_count': 6887, 'following_count': 939, 'tweet_count': 5250, 'listed_count': 81, 'like_count': 10249, 'media_count': 538}, 'url': 'https://t.co/nIOHUjJyDF', 'protected': False, 'verified': False, 'created_at': '2018-10-18T09:04:45.000Z'}} print(f'用户详情:{res_data}') # user_id = res_data.get('data', {}).get('id')  ( 3 min )
    CSS Clamp: Tools That Make Fluid Design Effortless
    Responsive design used to mean endless media queries, rigid breakpoints, and lots of trial and error. But modern CSS offers something better — the power of clamp(). Still, using clamp() across different layout properties (like spacing, widths, typography) isn't always intuitive. So let’s simplify it. clamp()? Here’s what the right tool can help you with: ✅ Boost productivity ✅ Cut down on trial-and-error ✅ Write cleaner, scalable CSS ✅ Build fluid layouts with fewer breakpoints ✅ Preview and optimize shorthand styles (padding, margin, etc.) Whether you're designing for typography or layout, these tools remove the guesswork from creating smooth, scalable styles. Typography scaling with typescales for headings, body, and captions Spacing control for margin, padding, and gap, includi…  ( 4 min )
    Installing AWS CLI v2 on WSL (Ubuntu)
    Installing AWS CLI v2 on WSL (Ubuntu) This guide walks you through installing the AWS Command Line Interface (CLI) version 2 on Windows Subsystem for Linux (WSL) with Ubuntu. WSL with Ubuntu installed Internet connection Basic terminal knowledge There are two main methods to install AWS CLI v2 on WSL Ubuntu: This is the recommended method as it installs the latest AWS CLI v2 directly from Amazon. # 1. Update your Ubuntu packages sudo apt update sudo apt upgrade -y # 2. Install unzip if you don't have it already sudo apt install -y unzip curl # 3. Download the AWS CLI v2 installation package curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip" # 4. Unzip the installer unzip awscliv2.zip # 5. Run the install program sudo ./aws/install # 6. Verify the insta…  ( 4 min )
    MVVM Directory Structure for Point of Sale (POS) System
    Here’s a standard and scalable directory structure for a Point of Sale (POS) system using MVVM architecture in Swift, with clean separation of concerns and real-world modularity: POSApp/ │ ├── App/ │ ├── AppDelegate.swift │ ├── SceneDelegate.swift │ └── Environment/ │ └── AppEnvironment.swift │ ├── Coordinators/ │ ├── AppCoordinator.swift │ └── Modules/ │ ├── AuthCoordinator.swift │ ├── ProductCoordinator.swift │ ├── CartCoordinator.swift │ └── CheckoutCoordinator.swift │ ├── Modules/ │ ├── Auth/ │ │ ├── View/ │ │ ├── ViewModel/ │ │ ├── Model/ │ │ └── Service/ │ │ │ ├── Product/ │ │ ├── View/ │ │ ├── ViewModel/ │ │ ├── Model/ │ │ └── Service/ │ │ │ ├── Cart/ │ │ ├── View/ │ │ ├── ViewModel/ │ │ ├─…  ( 4 min )
    MVVM Directory Structure for Point of Sale (POS) System
    Here’s a standard and scalable directory structure for a Point of Sale (POS) system using MVVM architecture in Swift, with clean separation of concerns and real-world modularity: POSApp/ │ ├── App/ │ ├── AppDelegate.swift │ ├── SceneDelegate.swift │ └── Environment/ │ └── AppEnvironment.swift │ ├── Coordinators/ │ ├── AppCoordinator.swift │ └── Modules/ │ ├── AuthCoordinator.swift │ ├── ProductCoordinator.swift │ ├── CartCoordinator.swift │ └── CheckoutCoordinator.swift │ ├── Modules/ │ ├── Auth/ │ │ ├── View/ │ │ ├── ViewModel/ │ │ ├── Model/ │ │ └── Service/ │ │ │ ├── Product/ │ │ ├── View/ │ │ ├── ViewModel/ │ │ ├── Model/ │ │ └── Service/ │ │ │ ├── Cart/ │ │ ├── View/ │ │ ├── ViewModel/ │ │ ├─…  ( 4 min )
    🚀 12+ Must-Have Free JSON APIs for Developers in 2025
    🚀 12+ Must-Have Free JSON APIs for Developers in 2025 Looking to supercharge your next project with real, reliable, and ready-to-use data? Say hello to AquaScript — your ultimate hub for free, blazing-fast JSON APIs that make development smoother, smarter, and more fun! 💻✨ 🚫 No Sign-ups or API Keys: Instant access — no barriers, no strings attached. ⚡ Lightning-Fast Responses: Optimized for speed to keep your development process smooth. 📚 Diverse Data Categories: From books and movies to jokes and recipes, we've got a wide range of data sets. 🔄 Regular Updates: Our APIs are constantly updated to ensure data relevance and accuracy. Access detailed information on book titles, authors, genres, and more. Retrieve comprehensive movie data, including ratings, cast, and streaming availability. Fetch a vast collection of inspirational, funny, and motivational quotes. Get clean jokes suitable for all audiences, including tech-specific humor. Generate mock user data for testing and development. Discover a variety of recipes with ingredients, instructions, and nutritional information. Access song metadata, lyrics, and artist information. Visit AquaScript and start integrating these powerful APIs into your projects today. Whether you're building an app, a website, or just experimenting, AquaScript provides the tools you need — free, fast, and reliable. Found AquaScript helpful? Share it with your fellow developers and help others discover this valuable resource. Let's build amazing things together! 🌟 Contact: support@aquascript.xyz Subscribe Channel: https://youtube.com/@aquascript-apis?si=hfXTbDmZdWx3AHf9  ( 3 min )
    How to Create a Simple Key Management System in Lua
    Managing keys for your Lua scripts can be crucial for ensuring security and functionality, especially if you're looking to control access without relying on expensive or complex services. In this article, we'll guide you through creating a simple key management system in Lua that enables you to generate, manage, and validate keys easily. Understanding Key Management in Lua Key management in programming is essential for controlling who has access to your application or script's features. As a beginner, you might struggle with various third-party solutions that can be confusing or costly. By developing your own key management system in Lua, you can tailor it to your needs without unnecessary complexity. Why You Need a Custom Key Management System Cost-Effective: Instead of paying for service…  ( 5 min )
    Inteligência Artificial - Explorando o Futuro e Suas Implicações
    “A maior revolução da nossa era não é industrial, nem digital na verdade é cognitiva. E a protagonista é a famigerada Inteligência Artificial.” 🚀 Este post é um resumo expandido do nosso vídeo no YouTube Gravamos um episódio especial para discutir o impacto real da Inteligência Artificial na sociedade, na economia e no futuro do desenvolvimento de software. Agora, com novas reflexões e termos que surgiram após a gravação como o "Vibe Coding" decidimos ampliar essa conversa por aqui. Se você quiser a experiência completa em vídeo, assista ao episódio no YouTube: youtube - Explorando a AI Moderna A Inteligência Artificial (IA) deixou de ser um conceito de ficção científica para se tornar uma das forças mais influentes na transformação da sociedade contemporânea. Presente nos assistente…  ( 9 min )
    DevLog 20250506 C# Video Processing Foundation Library
    Today I need to find a suitable foundational library for video processing. FFMpegCore works for one-shot things but despite a fluent API, its interface is still too command line like. Here is what I found out: OpenCvSharp LibVLCSharp FFMediaToolkit Frames ✅ decode / encode ✅ (via callbacks) ❓ Audio ❌ ✅ decode / encode / mux ❓ Extra libs ~5 MB/platform +7 MB +7 MB Licence Apache‑2.0 LGPLv2.1 MIT Platforms Win / mac / Linux / Arm Win / mac / Linux / iOS / Android Win / mac / Linux LibVLCSharp seems more focused on directly displaying things (e.g. in Xamarine and WPF) instead of low-level API based processing; FFMediaToolkit, on the other hand, still depends on FFMPEG and can't avoid licensing issue. Eventually, I had to go with separate video + audio processing in favor of OpenCvSharp (it's Apache-2.0 by the way). Notice OpenCVSharp has some advantage over EmguCV for custom dev: OpenCvSharp Emgu.CV Licence Apache-2.0 (fully permissive) GPL v3 or commercial licence Interop model Pure P/Invoke (no C++/CLI), works on any .NET core runtime Historically C++/CLI wrapper (needs Windows for full feature set), .NET Standard P/Invoke layer added later NuGet size (native) 4–6 MB per RID (modular runtime packages) 30 MB + for the “opencv‑world” monolith, or 90 MB for emgucv‑runtime‑ubuntu GPU (CUDA) support Provided in separate OpenCvSharp4.runtime.dnn package Official CUDA builds, but Windows‑only binaries unless you compile yourself API surface ~1:1 with OpenCV C++ names (easy to port C++ samples) Thicker .NET façade (e.g. Image types), extra helpers Cross‑platform stability Actively tested on Windows / Linux / macOS / arm64 Windows the main focus; Linux/macOS possible with libopencv from distro or big runtime package Learning curve If you know OpenCV C++ you feel at home Higher‑level abstractions can be friendlier for newcomers Commercial support Community‑driven Paid licences & support available from Emgu CV, Inc.  ( 3 min )
    🗄️ Best Practices for Handling Multiple Schemas in the Same Database Across Applications (with Real-World Lessons & Code)
    "Just because it’s one database doesn’t mean it should act like one app." Managing multiple applications using a single database with multiple schemas sounds clean—until things start to break under load. Here's what we learned the hard way and how you can handle it better. We had: 🧵 Microservices for modules like user-service, order-service, etc. 🗃️ All shared the same PostgreSQL DB using dedicated schemas (user_schema, order_schema, ...). 🪝 Each app pointed to the same datasource (JDBC URL), but with different search_path schema config. What we expected: Clean schema separation with easy analytics and joins. What we got: Connection leaks, poor connection pool behavior, and schema confusion. With one shared datasource and multiple apps hitting the DB simultaneously, connections kept tim…  ( 4 min )
    How does Heap Allocation Work in Rust?
    Introduction Understanding memory allocation in Rust, especially heap allocation, is crucial for writing efficient and safe programs. A common point of confusion arises when working with stack and heap memory, as illustrated by discussions in the Rust community. There has been notable inquiry surrounding issues like stack overflow errors, which are often linked to how Rust manages memory. In this article, we will explore how Rust handles heap allocation and clarify why it behaves the way it does. What is Heap Allocation in Rust? Heap allocation in Rust occurs when we need to allocate memory dynamically, which is often necessary for larger data that cannot fit on the stack. The Rust programming language helps manage memory through a system of ownership, borrowing, and its smart pointers lik…  ( 5 min )
    Open Source Funding and Blockchain Project Funding: A New Era for Innovation
    Abstract This post explores the evolving landscape of open source funding and blockchain project funding for new initiatives. We explain how modern funding models, decentralized finance, and tokenization are reshaping sustainable innovation. The post covers background, core concepts, practical use cases, challenges, and emerging trends. By using tables, bullet lists, and easy-to-read language, we deliver technical insight for both developers and investors. Key topics include corporate sponsorship, decentralized finance, tokenized open source licenses, and community-driven models that democratize access to funding. Open source software and blockchain projects can revolutionize how innovation gets funded. Today, new models like corporate sponsorships, decentralized finance (DeFi), and toke…  ( 8 min )
    What Are the Notable Cpan Modules for Perl Developers?
    Perl has long been celebrated for its text processing capabilities and its adaptability in various scripting tasks. The Comprehensive Perl Archive Network (CPAN) is a large repository of Perl software and documentation, offering thousands of modules that extend Perl's functionality. In this article, we'll explore some of the notable CPAN modules that every Perl developer should consider using. Moose Moose is a postmodern object system for Perl 5, aiming to provide high levels of flexibility while retaining simplicity. It streamlines the process of creating Perl classes by providing powerful and unconstrained object-oriented programming capabilities. Moose enhances readability and maintainability, making it a favorite among Perl developers. Simple declaration of attributes and classes. Ro…  ( 4 min )
    Can a Phlex Component Yield Multiple Times in Ruby?
    When building components in Ruby using the Phlex library, developers often want the flexibility to use yield multiple times within a single component. The question arises: “Is it possible for a Phlex component to yield more than once?” In this blog post, we will explore this concept, the workings of the Phlex library, and provide a solution to achieve the desired functionality without modifying the method signatures. Understanding Phlex Components Phlex is a powerful library for creating HTML components in Ruby. It allows developers to craft reusable components easily while leveraging the power of Ruby's block syntax. The yield statement in Ruby is often used to pass control from a method back to a block that is supplied at the point of the method call. In traditional Ruby blocks, the stru…  ( 5 min )
    How to Handle Exceptions in Perl in 2025?
    Exception handling is an essential aspect of writing robust Perl programs. It ensures that your code can gracefully handle unexpected events or errors without crashing. In 2025, Perl continues to be relevant, with several tools and libraries that make exception handling more intuitive for developers. This guide will take you through the steps to effectively manage exceptions in your Perl programs. Exception handling in Perl involves capturing and managing errors that may occur during the execution of a program. The goal is to prevent these errors from disrupting the program's workflow and to provide clear error messages or logging for troubleshooting. Robustness: Improves the reliability of your applications. User Experience: Ensures that users receive meaningful feedback instead of crypti…  ( 4 min )
    Here’s Why You’re Probably Taking the Wrong Approach to Integration
    Let’s talk about something few developers admit out loud: we're still doing integration wrong. Sure, we’ve moved beyond FTP dumps and cron jobs—hopefully. But even now, in 2025, it’s shocking how often integration is an afterthought. We default to old habits: point-to-point connections, fragile middleware setups, and hand-rolled glue code. It feels productive… until everything breaks. If you’ve ever untangled a mess of connectors, patched together five tools to talk to each other, or babysat a brittle pipeline at 2 a.m.—you know what I mean. The Problem Isn’t That We Don’t Care—It’s That We Start in the Wrong Place Integration usually begins with one request: "We just need to connect System A to System B." So we wire it up. Then System C comes in. Then D. And suddenly we’re dealing with …  ( 4 min )
    Open Source Funding for Educational Resources and Blockchain-based Project Funding: A New Frontier in Education
    Abstract: This post explores how open source funding and blockchain-based project funding are transforming education. We discuss the background, core concepts, practical use cases, challenges, and future trends in this emerging ecosystem. By merging community-driven open source practices with blockchain technology—featuring smart contracts, NFTs, and decentralized governance—we uncover innovative pathways to make quality educational content accessible, transparent, and sustainable. Learn how established platforms and cutting-edge initiatives like BitDegree, TeachMePlease, and licensing guides such as the Copyleft Licenses Ultimate Guide are spearheading this revolution. In the digital era, education is evolving rapidly. Traditional funding models are giving way to innovative approaches th…  ( 9 min )
    [Patch Notice] I found a problem of HeadlineSquare's HTML rendering, and today I patched the bug. All clear now.
    Semicolons were often added to the end of URLs, especially in r/Conservative summaries, and they became a part of the hyperlinks wrongly, making some of the hyperlinks unusable. I often randomly test the hyperlinks and they all worked, but I just realize that I only test the longest hyperlinks, because I think they are the ones more prone to hallucinations. I didn't find any hallucinations. But yesterday I clicked some of the simpler links of r/Conservative summaries and I got 30% of them not working. I panicked because I thought the hallucination caught me off guard, but then I realized all the links were real, but they each got an additional ";" attached to them, which was redundant. The links themselves were correct but the semicolons I used to declare the end of line was wrongly identified as part of the URLs. The fix was simple. I removed all redundant semicolons from all my current and previous output documents. I am really surprised of this bug because it affected so many links but it evaded my "random" sampling for so long, because I didn't test the rendered URL links very thoroughly, and I thought very long and complex links were at higher risks of hallucination, so I tested those a lot. Weird enough, those never had problems, but the shorter, simpler links did. I am very sorry for the potential confusion it might have created.  ( 3 min )
    MacBook M3: Apakah Perlu di Shutdown Setiap Hari?
    Sebagai pengguna baru MacBook dengan chip M3, mungkin kamu punya beberapa kekhawatiran terkait cara kerja macOS, terutama jika sebelumnya kamu terbiasa dengan sistem operasi Windows. Salah satu pertanyaan yang sering muncul adalah apakah MacBook perlu dimatikan (shutdown) setiap hari atau cukup dengan menggunakan sleep mode? Pada Windows, sering kali kita dihadapkan dengan masalah aplikasi yang terus berjalan di latar belakang, yang menyebabkan sistem menjadi lambat dan mempengaruhi waktu booting saat mulai menggunakan komputer. Hal ini sering membuat pengguna Windows merasa perlu untuk mematikan komputer setiap kali selesai digunakan. Namun, macOS, khususnya pada MacBook dengan chip M3, dirancang dengan cara yang lebih efisien dalam mengelola daya dan aplikasi yang berjalan. Di macOS, Mac…  ( 4 min )
    https://codepen.io/eowgphon-the-typescripter/pen/qEEKjMy
    Check out this Pen I made!  ( 2 min )
    How to Fix Foreground Service Permission Issues in Kotlin Apps
    Introduction If you've encountered an issue with getting your app approved due to problems with the FOREGROUND_SERVICE permission in Kotlin, you're not alone. Many developers face challenges driven by unclear guidelines from the Google Play Store. This article will explore the common reasons for rejection, how to properly declare your app's use of foreground services, and best practices to ensure your app meets compliance standards. Understanding Foreground Service Permission Foreground services allow your application to perform long-running operations while the user is aware of what it is doing. These services are typically used for tasks that need to keep running even if the app is not actively in foreground. However, Google has strict policies regarding how these permissions should be i…  ( 5 min )
    Enterprise Grade AI/ML Deployment on AWS 2025
    AWS AI/ML deployment requires integrated infrastructure, deployment patterns, and optimization techniques Implementing production-scale AI/ML workloads on AWS in 2025 demands a comprehensive approach integrating sophisticated hardware selection, distributed training architectures, and custom security controls with advanced monitoring systems. This guide presents a complete financial fraud detection implementation showcasing AWS's latest ML services, infrastructure patterns, and optimization techniques that reduce cost by 40-70% while maintaining sub-100ms latency at scale. The most successful implementations use purpose-built accelerators (Trainium2/Inferentia2), infrastructure-as-code deployment, and multi-faceted security to create resilient, performant AI systems. The AI/ML landscape …  ( 46 min )
    Open Source Funding and Blockchain Project Funding: Building a Community-Driven Future
    Abstract This post explores the synergy between open source funding and blockchain project funding. We explain their background, core concepts, real-world applications, challenges, and future innovations. The discussion highlights how these funding models collectively empower communities, secure digital assets, and foster innovation. With technical insights, clear explanations, tables, and bullet lists, this guide is designed for developers, investors, and tech enthusiasts seeking to understand and benefit from sustainable, community-driven funding ecosystems. The technology landscape is evolving rapidly with open source and blockchain projects leading the way in innovation and community collaboration. Today, funding models are not only supporting creative software development but also e…  ( 9 min )
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    Stripe rolls out stablecoin accounts in over 100 countries
    Stripe, a global payments platform, has introduced stablecoin-based accounts to clients in over 100 countries. According to a May 7 announcement, the new feature will allow the platform's clients "to send, receive, and hold US-dollar stablecoin account balances, similar to how a traditional fiat bank account works." The product's technical page shows that the new account feature will support Circle's USDC (USDC) and Bridge's USDB (USDB) stablecoins. Stripe acquired the Bridge platform in October 2024. The product will be available to clients in more than 100 countries, including Argentina, Chilé, Turkey, Colombia, and Peru, among others. Stripe's newly launched product comes at a time when stablecoins are increasingly seen as stores of value in developing economies struggling with high in…
    Robinhood plans blockchain for US asset trading in Europe — Report
    Brokerage fintech Robinhood is reportedly developing a blockchain network that will enable retail investors in Europe to trade US securities. According to a May 7 Bloomberg report citing sources familiar with the matter, the move seeks to expand the company's local presence by offering trading of tokenized securities, such as stocks. Two crypto firms, Arbitrum and the Solana Foundation, are reportedly vying to become partners in the project. Tokenization is the process of turning real-world assets, like stocks, real estate, or commodities, into digital tokens that can be traded on a blockchain. Tokenizing securities instead of providing direct exposure can offer several advantages: reduced costs by eliminating traditional financial infrastructure, enhanced accessibility, faster settlement…
    Falling DXY part of US financial system’s ‘long-term transition’ — Will Bitcoin continue to shine?
    What to know: Lyn Alden says a weaker dollar is necessary for the US to stabilize its financial system. Bitcoin and gold are well-positioned to benefit from de-dollarization. Sovereign wealth funds and various nations are already increasing their Bitcoin exposure as the dollar’s global dominance starts to wane. The weakening of the US dollar (DXY) is no longer headline news. With mounting disruptions across the US economy, a declining greenback has become part of the backdrop. Since the start of 2025, the US Dollar Index has dropped 11%, now hovering around levels last seen in April 2022. Markets have largely responded with a shrug. After all, in times of deep restructuring, isn’t some dollar weakness to be expected? The trouble is, this might not be a temporary dip. The dollar’s slide…
    Ex-SafeMoon CEO claims innocence, blames founder as trial begins
    Braden John Karony, the former CEO of crypto firm SafeMoon, made an out-of-court statement claiming innocence as his criminal trial began in New York. In a May 6 X post after court proceedings had likely ended for the day, Karony said he was innocent and “did not commit fraud” in response to media coverage of his trial. The former CEO, as well as SafeMoon creator Kyle Nagy and former chief technology officer Thomas Smith, were charged in 2023 for having allegedly “diverted and misappropriated millions of dollars’ worth” of the platform’s SFM token. According to reporting from the US District Court for the Eastern District of New York (EDNY) on May 6, Karony implied that Nagy, who reportedly fled to Russia after authorities filed charges, was responsible for some of the alleged fraud at Saf…
    Binance's BNB Chain rebounds amid institutional, DeFi adoption
    Binance-affiliated BNB Chain has rebounded after a period of stagnation in 2023 amid accelerating institutional and decentralized finance (DeFi) adoption.  During the past year, BNB Chain has benefited from multibillion-dollar inflows into DeFi, US exchange-traded funds (ETFs), and rising trading volume at affiliated centralized exchange (CEX) Binance.  Consequently, the blockchain network’s native BNB token (BNB) has emerged as among the market’s most resilient cryptocurrencies, surpassing all-time highs in the first quarter of 2025 even as the broader crypto market trended downward.  “This resilience isn't just about price action — strong fundamentals also back it,” Joao Wedson, CEO of investing analytics platform Alphractal, said in an April X post. “Binance has built a massive ecosyste…
    Ethereum Pectra upgrade adds new features — How long before ETH price reacts?
    Key takeaways: Reclaiming the $2,200 level remains the first price challenge for ETH.  ETH price could recover if the Pectra upgrade leads to a surge in DApp and Ethereum network activity.  Ethereum successfully implemented a key network upgrade on May 7, but Ether (ETH) price and its derivatives metrics showed little response to the upgrade. The lackluster response surprised traders and led analysts to question whether ETH still has a real chance of climbing 22% to retake the $2,200 level. Ether 30-day futures annualized premium. Source: Laevitas.ch The ETH futures premium has remained below the 5% neutral threshold, indicating a lack of appetite from leveraged bulls. More significantly, this indicator was unchanged at 3% after the Pectra upgrade, suggesting traders did not adjust thei…
    $45 million stolen from Coinbase users in the last week — ZackXBT
    Onchain sleuth and security analyst ZackXBT claims to have identified an additional $45 million in funds stolen from Coinbase users through social engineering scams in the past seven days alone. According to the onchain detective, the $45 million figure represents the latest financial losses in a string of social engineering scams targeting Coinbase users, which ZackXBT said is a problem unique among crypto exchanges: "Over the past few months, I have reported on nine figures stolen from Coinbase users via similar social engineering scams. Interestingly, no other major exchange has the same problem." Cointelegraph reached out to Coinbase but was unable to get a response by the time of publication. Source: ZachXBT The claims made by ZackXBT place the total amount lost by Coinbase users to s…
    US Treasury Secretary expresses support for crypto bills at hearing
    Speaking at a hearing, US Treasury Secretary Scott Bessent toed the party line in suggesting support for two crypto-related bills moving through Congress. Bessent addressed lawmakers at a May 7 hearing of the House Financial Services Committee, saying that the United States should be the “premier destination for digital assets” in response to a question about American dominance over China in crypto-related innovation. The Treasury Secretary added that “good market structure” and “stablecoin legislation” could help ensure this outcome. US Treasury Secretary speaking at a May 7 hearing. Source: Scott Bessent Bessent’s remarks echoed those of other Republican lawmakers and President Donald Trump, who initially claimed he wanted to make the US the “crypto capital of the world” during his 2024 …
    COLDRIVER using new malware to steal from Western targets — Google
    Threat group COLDRIVER is using new malware to steal documents from Western targets, according to a May 7 report from Google Threat Intelligence. The malware, called LOSTKEYS, shows the evolution of the group from credential phishing to more sophisticated attacks. According to the Google report, the new malware is installed through four steps. The process involves a “lure website” with a fake CAPTCHA, a PowerShell script downloaded to the user’s clipboard, some device evasion, and retrieval of the final payload. Lastly, the malware is installed. LOSTKEYS payload delivery. Source: Google LOSTKEYS is capable of stealing files from extensions and directories. It can also send system information and running processes back to COLDRIVER. The address from which the parts of the attack come is “16…
    Bitcoin 'Realized Cap' hits $890B as BTC traders focus on recapturing $100K
    Key Takeaways: Bitcoin’s realized capitalization hit a record $890 billion, reflecting strong investor conviction as long-term and short-term holders increased allocations. Large Bitcoin holders with over 1,000 BTC have accumulated significantly since March 2025, reflecting the Q1 2024 trend. Bitcoin (BTC) price saw a short-squeeze above $97,000 on May 6, shortly after US Treasury Secretary Scott Bessent announced that trade talks would commence with China on May 10. At the same time, BTC’s realized capitalization, a metric adding the dollar value of all coins at their last moved price, soared to a new all-time high of $890 billion on May 7, 2025. The surge also marks the metric’s third consecutive week of record-breaking growth. Bitcoin realized cap. Source: CryptoQuant The realized…
    Strive to become Bitcoin treasury company
    Strive Asset Management, founded by entrepreneur and former presidential candidate Vivek Ramaswamy, has revealed plans to transition into a Bitcoin treasury company. According to a May 7 announcement, Strive is going public through a reverse merger and plans to use the combined company’s stock to accumulate Bitcoin (BTC). The deal will see Strive merging with Asset Entities — a social media marketing company listed on the Nasdaq. The combined entity will operate under the Strive brand and use its access to the public equity markets to finance Bitcoin purchases, the company said.  Once the deal closes, Strive plans to issue approximately $1 billion in equity and debt and use the proceeds to accumulate BTC. The asset manager “intends to use all available mechanisms to build a Bitcoin war che…
    Price predictions 5/7: BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI, LINK, AVAX
    Key points: Bitcoin price hangs near $97,000 as traders await today’s FOMC minutes. Bitcoin holding $95,000 as support is key for bullish price expansion in the short term. Select altcoins are holding their respective support levels, opening the gates for a short-term rally. Bitcoin (BTC) bulls are trying to knock down the immediate resistance at $97,895 and challenge the all-important $100,000 level. Crypto analytics platform Santiment said in a post on X that Bitcoin wallets holding between 10 and 10,000 Bitcoin are positive about further gains as they have acquired 81,338 Bitcoin over the past six weeks. Investors have also been piling into BlackRock’s spot Bitcoin exchange-traded fund for the past 16 days, which has boosted its new capital inflows to about $4.7 billion, according t…
    Bybit recovers liquidity levels 30 days after hack — Kaiko
    The Bybit exchange has recovered its liquidity to pre-hack levels just 30 days following the February 2025 attack that drained nearly $1.5 billion in funds. According to a report from crypto research and analytics firm Kaiko, Bitcoin's (BTC) 1% market depth, a measure of liquidity, returned to pre-hack levels of around $13 million per day in March 2025. Bitcoin liquidity on Bybit exchange rebounds to pre-hack levels. Source: Kaiko Altcoin liquidity levels on the exchange have been slower to recover than Bitcoin but have rebounded to around 80% of the pre-hack levels. The authors of the Kaiko report added: "This lag is largely due to the risk-off market environment, which has impacted altcoins more severely. While Bitcoin is still seen as a risky asset, it remains the crypto market’s safe h…
    Trump memecoin dinner attendees could include foreign nationals — Report
    At least some of the top holders of Donald Trump’s memecoin who apply to attend a private dinner with the president could be based outside the United States. According to a May 7 Bloomberg report based on an analysis of the top TRUMP tokenholders, 19 of the top 25 wallets on the leaderboard used foreign exchanges that exclude US-based customers, suggesting either foreign nationals or Americans living abroad. In addition, more than half of the top 220 holders — the group eligible to apply for a dinner with the president — also used exchanges in other countries. Top 10 TRUMP memecoin holders as of May. 7. Source: Trump meme As of May 7, the identities of the top tokenholders and those who might choose to apply for the May 22 Trump dinner and “special VIP tour” were unknown. However, the proj…
    Bitcoin $1B daily realized profits signal 'late-stage bull market'
    Key points: Bitcoin investors are making the most of the highest price levels in several months by cashing out profits. These are averaging $1 billion per day, leading to concerns that the market comeback may stall or even reverse. Institutional participation has not led to a change in mindset, CryptoQuant says. Bitcoin (BTC) risks a “local top or sharp correction” if current levels of profit-taking continue, new research warns. In a “Quicktake” blog post on May 8, onchain analytics platform CryptoQuant flagged elevated realized profits among BTC investors. BTC profit-taking spikes to January highs Bitcoin realized profits have spiked to multimonth highs this week as BTC/USD reached close to $98,000. For CryptoQuant, the market is becoming comparable to late 2024, when the pair broke t…
    SocialFi has failed to take off — Here's what needs to change
    Opinion by: Anurag Arjun, co-founder of Avail  On paper, SocialFi is a no-brainer. It promises to shift the balance of power in social media — giving people control over how their content and personal data are used and monetized. It even offers users a stake in the $200+ billion social media advertising market, a pie currently devoured almost entirely by giants like Meta. And yet, SocialFi platforms today feel more like digital ghost towns than the bustling hubs of Web2. Friend.tech, hailed as a breakout star in 2023, peaked at just 80,000 daily active users before falling below 10,000. What's holding SocialFi back? Why does it seem to be following Friend.tech's fade into obscurity rather than rising to rival Facebook's dominance? The harsh reality is that decentralized social networks hav…
    Safeheron introduces open-source Intel SGX TEE framework for Web3 security
    Safeheron, a digital asset infrastructure provider based in Singapore, has introduced an open-source Trusted Execution Environment (TEE) framework. This solution could bolster security and privacy for Web3 in sectors like decentralized finance (DeFi), payment services, and decentralized autonomous organizations. The TEE framework is the first built upon the native Intel SGX SDK and developed using modern C++, a general-purpose object-oriented programming language often used for operating systems, game development, and high-powered computing. Safeheron decided to open-source the framework because the company had seen growing concerns across the industry about closed, opaque systems, especially as security incidents have become more widespread. Related: Fully onchain AI agents can be the key…
    Can XRP price reach $4 in May? Analysts are watching these key levels
    Key takeaways: XRP price is up 2% on May 7, buoyed by US-China trade talk optimism, with key support at $2.08 critical for sustained recovery. Whale accumulation signals XRP price strength. XRP price must hold above $1.83–$2.00 support to continue upside, analysts say. XRP (XRP) price displayed strength on May 7, rising 2% over the last 24 hours after news of possible US-China trade talks flipped investor sentiment.  XRP price remains above $2.00 at the time of writing, as several analysts highlight the key support levels the asset should hold for a sustainable recovery to new all-time highs. Whale accumulation supports bullish XRP view Certain indicators show that XRP’s ongoing price rise may not be just a short-term reaction to the positive macroeconomic news.  For instance, Santimen…
    Visa invests in stablecoin payment platform BVNK amid pro-crypto push
    Payments behemoth Visa has invested in BVNK, a London-based startup focused on stablecoin payment infrastructure, signaling continued interest in digital asset innovation. According to a May 7 BVNK announcement, the startup “secured a strategic investment from Visa through their Visa Ventures arm.” Furthermore, while the company does not explain fully what it entails, it refers to the investment as “more than capital” and describes it as a partnership. The company’s CEO, Jesse Hemson-Struthers, wrote: “I’m particularly excited about what it means to partner with Visa—the original payments innovator. Their deep expertise in building global payment networks, combined with our stablecoin infrastructure, creates powerful possibilities for redefining how businesses operate in today’s digital ec…
    Blockchain ‘Baddies’ on how to bring more women into crypto
    In an industry filled with complexity, jargon and mistrust, women in Web3 say that the way to attract more women into the crypto space starts with clarity, education and community.  At the Blockchain Baddies side event during Token2049 in Dubai, women shared personal experiences of entering the Web3 world and why they believe more female participation is essential for the future of crypto. In interviews with Cointelegraph, community members said the path forward begins with simplifying technical concepts and fostering environments where women can learn and grow. Women in Web3 share experiences in the crypto space. Source: Cointelegraph From providing clarity to building skills  From simplifying technical language to creating safe spaces for learning, women in Web3 said that demystifying …
    Trump-backed USD1 is now the seventh-largest stablecoin worldwide
    USD1, the US dollar stablecoin launched by the President Donald Trump-backed World Liberty Financial (WLFI), has become the seventh-largest stablecoin worldwide in just two months since its launch. WLFI’s snapshot vote for a USD1 airdrop proposal is underway, and USD1’s market capitalization has continued to climb. Launched in early March with a $3.5 million supply, USD1 has expanded into a market cap of $2.2 billion at the time of writing, leaving rival stablecoins First Digital USD (FDUSD), PayPal USD (PYUSD) and Tether Gold (XAUT) behind, according to data from CoinGecko. Top 10 stablecoins by market capitalization. Source: CoinGecko Although rising fast, the USD1 market cap is still far from the market value of major stablecoins like Tether’s USDt (USDT) and USDC (USDC), whose market c…
    Crypto miner deserts Pennsylvania site, fails to plug wells: Report
    Cryptocurrency miner Diversified Energy quietly vacated a natural gas-powered crypto mining site in Elk County, Pennsylvania, reportedly leaving behind unplugged wells and regulatory violations. The site, known as Longhorn Pad A, was revived in 2022 after sitting dormant for nearly a decade when Diversified began using it to fuel on-site generators powering cryptocurrency mining computers, according to a report by the Erie Times-News. Per the report, the operation was launched without obtaining an air quality permit from the Pennsylvania Department of Environmental Protection (DEP). Though the company was later granted the permit in December 2023, a March 2025 inspection revealed that Diversified had already removed the mining infrastructure. Empty metallic sheds and missing production equ…
    Bitcoin-backed loans ‘obvious’ next step — Xapo Bank CEO
    Bitcoin holders are becoming more comfortable borrowing against their crypto as market confidence grows, according to Seamus Rocca, the CEO of the Gibraltar-based private bank Xapo Bank.  In an interview at the Token2049 event in Dubai, Rocca told Cointelegraph that with Bitcoin (BTC) hovering around $95,000 and institutional adoption starting to catch on, the executive said the mood among investors shifted from short-term speculation to a more long-term outlook.  “I’m not sure that confidence would have been there three or four years ago,” Rocca told Cointelegraph. “But today, people are more comfortable to borrow against Bitcoin because we’re nowhere near the levels that would trigger liquidation.” On March 18, Xapo Bank launched a lending product that allows users to borrow US dollars u…
    Why is Bitcoin price up today?
    Key takeaways: Bitcoin gained 2% to $96,530 on May 7, fueled by US-China trade deal hopes. BTC price rises with $83.6 million in short liquidations, with open interest up 26% to $64.4 billion, signaling strong bullish momentum. A classic bullish reversal pattern is still in play, targeting BTC price at $100,000 and beyond. Bitcoin (BTC) is up today, rising over 3% in the last 24 hours to over $97,000 on May 7. Its daily trading volume has jumped 37% to $31.7 billion. BTC/USD daily chart. Source: Cointelegraph/TradingView Let’s take a look at the factors driving Bitcoin price up today. Bitcoin rises on hopes of a US-China trade deal Bitcoin briefly hit $97,700 during the early Asian trading hours on May 7, driven by optimism over potential US-China trade talks.  Disclosing plans to trav…
    HIVE taps Paraguay for stable and low-cost energy partnership
    Several crypto-focused organizations — including Bitcoin (BTC) mining companies — are eyeing a US return, primarily driven by uncertain geopolitical tensions. Still, BTC miner Hive Digital Technologies is doubling down on the untapped potential of the Latin American market. In an exclusive interview with Cointelegraph, Hive Digital Technologies’ president and CEO, Aydin Kilic, said that Paraguay presents a compelling long-term opportunity equipped with “geopolitical stability, low-cost hydro energy, and a government open to foreign investment”. Picking up from where Bitfarms left off Hive acquired Bitfarms’ 200 megawatt (MW) Yguazú facility for $56 million in January. Phase 1 infrastructure of a 100 MW data center at the site was completed in April, supporting 5 EH/s of Application-Specifi…
    Inter Milan fan token soars after Champions League win over Barcelona FC
    Key takeaways: Inter Milan Fan Token jumped 10.5% after beating Barcelona, showing a direct price correlation with match outcomes. PSG and AFC fan tokens signal breakout patterns ahead of the Champions League semifinal. Crypto betting odds favor PSG over Inter Milan, influencing fan token trading volumes and short-term price setups. The Inter Milan Fan Token ($INTER) rallied sharply after Inter Milan’s 4-3 victory over Barcelona FC in the Champions League semifinal on May 6, rising nearly 10.50% on match day and maintaining gains at $1.19 as of May 7. Fan tokens are digital assets that holders, fans of a specific sports teams, clubs or players, own and derive value from.  INTER/USD daily price chart. Source: TradingView INTER’s price correlates with match outcomes Hourly price data sho…
    Ethereum’s ‘Pectra’ network upgrade goes live: What to expect
    Ethereum — the network that unleashed smart contracts on the world — moves on to the next chapter with today’s Pectra upgrade, but what does it mean? Pectra went live on the Ethereum mainnet at the start of epoch 364032, May 7, 2025, at about 10:00 am UTC. The three main Ethereum improvement proposals (EIPs) included are EIP-7702, EIP-7251 and EIP-7691. Ethereum Pectra Consensys announcement. Source: Consensys EIP-7702 allows externally owned accounts to act as smart contracts and cover gas expenses (transaction fees) and payments in tokens that are not Ether (ETH). EIP-7251 increases the validator staking limit from 32 ETH to 2,048 ETH, which makes operations for large stakers easier and simpler. Finally, EIP-7691 increases the number of data blobs per block, which allows for better layer…
    What is Tornado Cash, and why did it get into trouble?
    What is Tornado Cash? Tornado Cash is a decentralized, non-custodial crypto mixer designed to enhance transaction privacy on public blockchains. It uses smart contracts and zero-knowledge (ZK) proofs to conceal the onchain link between the sender and receiver of a transaction. Launched by Roman Storm and Roman Semenov on Ethereum in 2019, Tornado Cash allows users to send and receive cryptocurrency anonymously, without exposing their wallet history. Unlike centralized mixers, Tornado Cash operates entirely onchain through immutable smart contracts, meaning no central party controls the funds.  When a user deposits crypto, such as Ether (ETH), Tornado Cash generates a cryptographic note, which the user can later use to withdraw the same amount to a …
    Bhutan launches tourism crypto payments with Binance Pay and DK Bank
    Bhutan, known for investments in cryptocurrencies like Bitcoin, has launched a tourism crypto payment system in partnership with Binance Pay and DK Bank. The system allows Bhutan travelers with Binance accounts to pay for services like tickets, hotel stays, tour guides and other products using at least 100 different crypto assets, including Bitcoin (BTC), USDC (USDC) and Binance-backed BNB (BNB). The initiative also opens a payment gateway for businesses in Bhutan, enabling them to accept crypto payments through a QR code on a phone, according to an announcement by Binance on May 7. “This is more than a payment solution — it’s a commitment to innovation, inclusion, and convenience,” Damcho Rinzin, director of Bhutan’s tourism department, said. Benefits for small businesses in remote areas …
    Hacken CEO sees ‘no shift’ in crypto security as April hacks hit $357M
    Despite the $1.4 billion lost in the recent Bybit hack, crypto companies have not changed their approach to cybersecurity, according to Hacken CEO Dyma Budorin.  In an interview with Cointelegraph at the Token2049 event in Dubai, Budorin said the industry continues to rely on limited measures such as bug bounties and penetration tests, rather than implementing comprehensive, layered security strategies: “Most of the projects think, ‘Okay, we did pentests. That’s enough. Maybe bug bounty. That’s enough.’ It’s not enough.” He said that crypto companies must go beyond these isolated security measures and adopt more layered approaches similar to those of traditional industries. These include supply-chain security, operational security and blockchain-specific security assessments.  “In big Web2…
    Tether launches on Kaia, brings USDt to LINE’s 196M user ecosystem
    Tether deployed its flagship stablecoin, USDt, on the Kaia blockchain as part of a broader collaboration with Line Next, the Web3 arm of Line, Japan’s popular messaging platform with more than 196 million monthly active users. The integration means USDt (USDT) will now be supported across Line’s messenger-based Mini DApp ecosystem and self-custodial wallet, enabling users to interact with stablecoins inside an interface they already use daily, Tether said in a May 7 announcement. Line users will be able to use USDt for in-app payments, cross-border transfers and decentralized finance (DeFi) activities. “Through LINE NEXT’s blockchain infrastructure, over 200 million LINE users will now have a straightforward way to engage with digital assets in everyday life,” Tether CEO Paolo Ardoino said…
    Bitcoin pushes for $98K as 2025 Fed rate cut odds flip 'pessimistic'
    Key points: Bitcoin and gold trade in lockstep on low timeframes as macro volatility triggers heighten. The Federal Reserve interest rate decision and news conference are just hours away. Market sentiment for rate cuts in 2025 decreases sharply ahead of the FOMC meeting. Bitcoin (BTC) saw a flash short-term trend change on May 7 as geopolitical triggers gave risk assets fresh volatility. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Bitcoin traders eye Fed for “tone changes” Data from Cointelegraph Markets Pro and TradingView showed an abrupt turnaround for BTC/USD after the pair dipped under $94,000 to set new May lows. The previous day’s Wall Street trading session set the stage for a return to strength, even as stocks finished lower. XAU/USD 4-hour chart. Source: Cointeleg…
    Metaplanet reaches 5,555 Bitcoin milestone with latest 555 BTC buy
    Japan’s Metaplanet purchased an additional 555 Bitcoin as part of its aggressive accumulation strategy, bringing its total holdings to 5,555 BTC, valued at over $536 million at current prices. On May 7, the Tokyo-listed firm disclosed that it spent $53.4 million acquiring 555 Bitcoin (BTC) at an average price of $96,134. The company now holds 5,555 BTC, purchased for $481.5 million at an average price of $86,672 per Bitcoin, according to CEO Simon Gerovich. The company also announced the issuance of another $25 million in zero-coupon ordinary bonds to fund its ongoing BTC buys. Since early 2024, the firm has raised over 35 billion yen ($244 million) through zero-coupon bonds and stock acquisition rights via its partner, Evo Fund. The company’s proprietary key performance indicator, BTC Yie…
    Movement Labs terminates co-founder Rushi Manche, launches new firm
    Movement Labs confirmed the termination of its co-founder, Rushi Manche, following controversy over a market maker deal that he brokered. Movement Labs made the announcement in a May 7 X post, stating it had “terminated Rushi Manche.” The project said it “will continue under a different leadership.” The post also alludes to upcoming governance changes. The termination follows Movement Labs announcing Manche’s suspension earlier this month, explaining that the “decision was made in light of ongoing events.” It also comes after Coinbase’s recent decision to suspend the Movement Network (MOVE) token, citing its failure to meet its listing standards. Source: Movement Related: Movement Network to buy back tokens with $38M recovered from rogue market maker Movement Labs launches Move Industries …
    Voltage Finance exploiter moves $182K in ETH to Tornado Cash
    A hacker involved in the $4.67 million exploit of the decentralized finance lending protocol Voltage Finance in 2022 has moved some of the stolen Ether to Tornado Cash after a short hibernation.  Blockchain security firm CertiK said in a May 6 post to X that the 100 Ether (ETH), worth $182,783 at current prices, was moved from a different address initially used in the exploit but can be traced back to the hacker.   In March 2022, the exploiter took advantage of a “built-in callback function” in the ERC677 token standard and allowed them to drain the platform’s lending pool through a reentrancy attack, according to CertiK. Source: CertiK After the exploit, Voltage Finance reported that the hacker stole various stablecoins and other crypto, including USDC (USDC), Binance USD (BUSD), wrapped …
    Bigger Bitcoin wallets are stacking while others sell: Santiment
    Key takeaways: Large Bitcoin holders have accumulated 81,338 BTC over the past six weeks, showing confidence in a future price uptrend. Wallets with less than 0.1 BTC sold around 290 BTC, indicating smaller retail investors are either panic selling or selling out of boredom.  Spot Bitcoin ETFs have seen $4.41 billion in inflows since March 26. While larger Bitcoin holders remain confident and continue accumulating the asset, data from a crypto analytics platform shows that smaller retail investors have been shedding BTC amid the asset’s prolonged consolidation below the $100,000 price level. The contrasting behavior between Bitcoin (BTC) whales and retail investors often signals that Bitcoin may be heading toward another upward trend, Santiment said in a May 6 X post.  Bitcoin smaller …
    BlackRock Bitcoin ETF clocks 16 days of inflow as BTC reclaims $97K
    Investors have been piling into BlackRock’s spot Bitcoin exchange-traded fund for over three weeks straight, culminating in the asset’s run up to $97,000 on May 7. The BlackRock iShares Bitcoin Trust has seen 16 days of inflows for the spot BTC ETF, with a further 280 Bitcoin (BTC) or around $36 million piling into the fund on May 6, according to HODL15Capital.   The inflow streak was noted by ETF Store President Nate Geraci, who also observed on X that the fund was approaching $5 billion in new capital.  “I remember when naysayers didn’t think spot Bitcoin ETFs would take in $5 billion in total last year,” he added.  “IBIT alone has done this in a few weeks, more than a year after launch.” The BlackRock fund (IBIT) has seen around $4.7 billion in inflows since its last outflow day on Apri…
    South Korea presidential front-runner pledges to approve Bitcoin ETFs
    South Korea’s Democratic Party leader Lee Jae-myung has reportedly become the latest presidential candidate to promise the approval of spot crypto exchange-traded funds (ETFs) and other crypto-friendly measures, should he be elected. Lee announced his crypto promises on May 6 as part of a broader initiative to provide more investment opportunities for Korea’s youth, one of the main target demographics for the fast-approaching June 3 election. “I will create a safe investment environment so that young people can [build] assets and plan for the future,” The Korea Economic Daily (KED) quoted Lee as saying in Korean. He also promised the legalization of spot crypto ETFs, lower transaction fees, and more consumer protection measures. Lee’s Democratic Party of Korea is the favorite to win the pr…
    World Liberty Financial floats USD1 airdrop to WLFI holders
    Trump family-backed crypto platform World Liberty Financial (WLFI) is proposing to airdrop a small amount of its new US dollar-pegged stablecoin to reward early WLFI holders in a test of its airdrop mechanism. With over 99% of votes in favor of the proposal already, the airdrop will distribute a small amount of USD1 to eligible holders of the WLFI token, according to the May 6 proposal in the WLFI governance forum. “Testing the airdrop mechanism in a live setting is a necessary step to ensure smart contract functionality and readiness. This distribution also serves as a meaningful way to thank our earliest supporters and introduce them to USD1,” the proposal states.  “This will allow World Liberty Financial to validate the technical functionality of its airdrop system in a live environmen…
    Coinbase x402 payments protocol to make AI agents more autonomous
    Coinbase has introduced a new payments protocol for online payments that enables stablecoin transfers over standard internet protocols and AI agents to transact autonomously.   On May 6, Coinbase announced that it is launching a protocol called x402 for instant stablecoin payments directly over the internet communication protocol HTTP (Hypertext Transfer Protocol). It allows Application Programming Interface (APIs), apps, and AI agents to transact seamlessly, “unlocking a faster, automated internet economy,” the firm stated.  Coinbase said that x402 “is fixing the internet’s first mistake.” The protocol resurrects the experimental HTTP 402 “Payment Required” status code to create a seamless payment system native to the internet. The firm noted that traditional payment rails, such as credit…
    Bitcoin must hold above $95K or face short-term rejection: Bitfinex
    Key takeaways: Bitcoin must maintain above $95,000 to have a chance at retesting its $109,000 all-time high; failure to hold could lead to a deeper correction, crypto analysts warn. Several crypto analysts told Cointelegraph in March that Bitcoin may have a chance of reaching new all-time highs in June. The upcoming Federal Reserve decision on May 7 could influence Bitcoin’s price movement over the coming days. Bitcoin needs to continue to hold above the $95,000 level for a chance to climb back and retest its all-time high, or face an even deeper correction, crypto analysts say. It comes after several analysts told Cointelegraph earlier this year that June could be the month Bitcoin (BTC) reaches new all-time highs. “The $95,000 level — currently under consolidation — is a critical piv…
    Zerebro dev’s death in question as ‘proof’ surfaces on X
    Members of the crypto community are circulating apparent “proof” that Zerebro developer Jeffy Yu faked his suicide as he promoted his new memecoin during a Pump.fun livestream on May 4. The belief appears to come from an unverified private letter supposedly sent by Yu to a Zerebro investor, trading activity linked to crypto wallets owned by Yu, and the removal of his obituary from Legacy.com. Others speculate that Yu used a tool to pass off a pre-edited video as if it were filmed in real-time during the Pump.fun livestream. Source: Hash The unverified letter from Yu to an early investor states that he deliberately created a livestream pretending to shoot himself as it was the only “viable exit” from persistent harassment, blackmail, threats and hate crimes. “Being fully doxxed has placed m…
    Democrats aim at Trump’s crypto profits with a 3-prong pincer move
    US Democrat lawmakers have launched a multi-angle attack on President Donald Trump’s crypto ventures with two bills and a subcommittee inquiry aimed at cutting his ability to profit from the initiatives.    The Modern Emoluments and Malfeasance Enforcement Act, or the MEME Act, aims to prevent federal officials from using their position to profit from memecoins, Democrat Senator Chris Murphy said in a May 6 statement.  If passed, the MEME Act prohibits the president, vice president, members of Congress, senior executive branch officials, their spouses and children from issuing, sponsoring, or promoting a security, future, commodity, or digital asset, according to the bill’s description.  Today I’m introducing a bill - the MEME Act - to ban a President or Member of Congress from issuing a …
  • Open

    Anthropic launches Claude web search API, betting on the future of post-Google information access
    Anthropic launches web search API for Claude as Apple considers AI search alternatives to Google, signaling a major shift in how users discover information online.  ( 9 min )
    Mistral comes out swinging for enterprise AI customers with new Le Chat Enterprise, Medium 3 model
    Mistral AI is making a concerted push to lower the barriers to scalable, privacy-respecting AI adoption for modern enterprises.  ( 8 min )
    Netflix unveils new TV experience with GenAI search and AI-based recommendations
    Netflix unveiled its new TV experience that features generative AI search, AI-based recommendations and an enhanced design.  ( 6 min )
  • Open

    OCC: Banks Can Buy and Sell Their Customers' Crypto Assets Held in Custody
    A new policy directive from the U.S. regulator of national banks says the institutions can also outsource crypto custody and execution to outside parties.  ( 25 min )
    Fed Stagflation Risk Signal Could Be Bullish for Bitcoin, Analyst Says
    Holding rates steady, the U.S. central bank took note of the possibility of higher inflation and unemployment.  ( 22 min )
    Trump Crypto Advisor David Bailey In Talks to Launch Bitcoin Investment Company: The Information
    Bailey, who advised President Donald Trump on crypto policy during his 2024 presidential campaign, is reportedly raising $300 million to buy bitcoin.  ( 24 min )
    Robinhood Developing Blockchain-Based Program To Trade U.S. Securities in Europe: Bloomberg
    The brokerage firm is reportedly considering Arbitrum, Ethereum and Solana for the new platform.  ( 24 min )
    The Protocol: Ethereum’s Pectra Upgrade Finally Goes Live
    Also: Bitcoin Devs Debate OP_RETURN, World Network Launches in U.S., and Aztec Testnet Launches  ( 28 min )
    Strive Asset Management to Go Public, Launch Bitcoin Treasury Strategy With Merger
    The combined company plans to stockpile Bitcoin and offer tax-free equity swaps to accredited holders.  ( 25 min )
    Fed Holds Rates Steady, Says Risks of Higher Unemployment, Higher Inflation Have Risen
    All eyes will now turn to Fed Chair Jerome Powell's post-meeting press conference for further clues about the central bank's thinking on monetary policy.  ( 24 min )
    Coinbase Earnings Pain Likely as Retail Activity Slumps, Wall Street Analysts Warn
    Barclays, JPMorgan, Compass Point and Oppenheimer all cut their first-quarter forecasts last month, citing weaker crypto trading.  ( 26 min )
    Coinbase's SEC Documents Reveal NY Attorney General Wanted ETH Declared Security
    On the U.S. exchange's online site for the documents obtained by Freedom of Information Act requests, it's illuminating some internal SEC discussions.  ( 28 min )
    Bitcoin Payments App Strike to Offer BTC Lending in Boost to Reemergent Sector
    "You shouldn’t have to sell the best-performing asset in human history to access cash. Now you don't have to," founder Jack Mallers wrote.  ( 24 min )
    Why One of Uniswap DAO’s Most Outspoken Members Just Walked Away in Frustration
    The situation highlights the struggle of balancing DeFi protocol interests.  ( 28 min )
    The Market Reaction to Trump's Tariffs Signals a Broader Acceptance of Bitcoin's ‘Digital Gold’ Narrative
    The response of bitcoin prices to the destabilizing announcement of U.S. tariffs in April suggests the digital asset may be achieving one of its fundamental promises, says Hashdex’s Gerry O’Shea.  ( 28 min )
    Ether ETFs and Institutional Staking: What’s at Stake?
    The rise of staking represents a critical point in Ethereum’s development, says SenseiNode’s Pablo Larguía.  ( 26 min )
    Revolut to Roll Out Bitcoin Lightning Payments for Europe Users Through Lightspark
    The integration will offer users cheaper, faster transactions using Lightspark's payment infrastructure built on top of the Bitcoin-based Lightning Network.  ( 25 min )
    The Growing Institutional Adoption of Crypto: An Interview with Nick Hammer, CEO, BlockFills
    Institutions are starting to embrace crypto as a legitimate investment, helping drive mainstream acceptance and foster needed regulatory clarity.  ( 34 min )
    CoinDesk 20 Performance Update: Litecoin (LTC) Gains 7.7%, Leading Index Higher
    Sui (SUI) joined Litecoin (LTC) as a top performer, gaining 3.9%.  ( 21 min )
    Crypto Exchange Gemini Hires Brad Vopni to Lead Institutional Push
    Vopni will be responsible for overseeing and executing the firm's institutional strategy.  ( 24 min )
    Bitcoin Accumulation Strengthens as BTC Approaches Key Resistance
    On-chain data reveals rising confidence among both long- and short-term holders, with $99.9K flagged as a potential profit-taking zone.  ( 25 min )
    Visa Doubles Down on Stablecoins With Investment in Blockchain Payments Firm BVNK
    The deal follows BVNK's $50 million fundraising round that included Haun Ventures, Coinbase Ventures and Tiger Global.  ( 25 min )
    Massive Bitcoin Bull Run Ahead? Two Chart Patterns Mirror BTC's Rally to $109K
    Key bearish indicators recently trapped bears on the wrong side of the market in a pattern observed in August-September 2024.  ( 25 min )
    Crypto Daybook Americas: Powell Will Set the Tone While Markets Eye Asia Battles, Trade
    Your day-ahead look for May 7, 2025  ( 38 min )
    MOG Coin Rallies as Elon Musk, Garry Tan Embrace ‘Mog/Acc’ Identity
    The “mog/acc” is quickly gaining ground among everyone from Elon Musk to Garry Tan, a move that bumps the project’s visibility - and eventually prices.  ( 27 min )
    Ethereum Activates ‘Pectra’ Upgrade, Raising Max Stake to 2,048 ETH
    The update aims to streamline staking, enhance wallet functionality, and improve overall efficiency.  ( 26 min )
    BlackRock’s Spot Bitcoin ETF Tops World’s Largest Gold Fund in Inflows This Year
    IBIT's outperformance indicates institutions' confidence in bitcoin's long-term prospects despite the cryptocurrency's relatively dour price performance.  ( 24 min )
    Metaplanet Lifts Bitcoin Stash by 555 BTC, Plans to Sell Debt to Buy More
    The Tokyo-based company earmarked the entire offering for EVO FUND only days after previously selling $25 million in bonds to the same buyer.  ( 23 min )
    Bitcoin Sees Selling at $97K, Cardano’s ADA Leads Majors Gains Ahead of FOMC Meeting
    Market volatility may soar as a regional tussle between India and Pakistan intensifies and the U.S.-China trade war looms.  ( 26 min )
    Movement Labs Terminates Rushi Manche After MOVE Token Deals
    It has yet to name a replacement or outline next steps for governance restructuring.  ( 25 min )
    Forecasting Fed-Induced Price Swings in Bitcoin, Ether, Solana and XRP
    Traders looking for cues on potential Fed-led moves in major tokens might want to see what implied volatility indices are saying.  ( 23 min )
    Bitcoin Races Above $97K on U.S./China Trade Deal Progress
    Treasury Secretary Scott Bessent is headed to Switzerland for talks with Chinese representatives.  ( 22 min )
  • Open

    Code a Dropbox Clone with NextJS
    Building modern full-stack applications requires a strong grasp of various interconnected technologies. And what better way to learn than by creating a real-world project that mimics a widely used tool like Dropbox? That’s exactly what this new cours...  ( 4 min )
    Recursive Types in TypeScript: A Brief Exploration
    It is said that there are two different worlds in TypeScript that exist side by side: the type world and the value world. Consider this line of code: const firstName: string = 'Maynard'; While firstName and 'Maynard' live in the value world, string ...  ( 9 min )
    The Front-End Performance Optimization Handbook – Tips and Strategies for Devs
    When you’re building a website, you’ll want it to be responsive, fast, and efficient. This means making sure the site loads quickly, runs smoothly, and provides a seamless experience for your users, among other things. So as you build, you’ll want to...  ( 37 min )
  • Open

    Roundtables: A New Look at AI’s Energy Use
    Big Tech’s appetite for energy is growing rapidly as adoption of AI accelerates. But just how much energy does even a single AI query use? And what does it mean for the climate? Join editor in chief Mat Honan, senior climate reporter Casey Crownhart, and AI reporter James O’Donnell for a conversation exploring AI’s energy…  ( 20 min )
    The business of the future is adaptive
    Manufacturing is in a state of flux. From supply chain disruptions to rising costs, tougher environmental regulations, and a changing consumer market, the sector faces a series of competing challenges. But a new way of operating offers a way to tackle complexities head-on: adaptive production hardwires flexibility and resilience into the enterprise, drawing on powerful…  ( 18 min )
    The Download: Neuralink’s AI boost, and Trump’s tariffs
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. This patient’s Neuralink brain implant gets a boost from generative AI Last November, Bradford G. Smith got a brain implant from Elon Musk’s company Neuralink. The device, a set of thin wires attached…  ( 20 min )
    This patient’s Neuralink brain implant gets a boost from generative AI
    Last November, Bradford G. Smith got a brain implant from Elon Musk’s company Neuralink. The device, a set of thin wires attached to a computer about the thickness of a few quarters that sits in his skull, lets him use his thoughts to move a computer pointer on a screen.  And by last week he…  ( 24 min )
  • Open

    Breathe lands $21M Series B to predict battery performance
    Breathe has developed a suite of tools that it says helps automakers and others get the most out of their batteries.  ( 10 min )
  • Open

    Asus ROG Ally 2 Leaks; Features Up To AMD Ryzen Z2 Extreme, 64GB LPDDR5 RAM
    Pictures allegedly showing off the ASUS ROG Ally 2, plus technical specifications, have made their way to the internet. Supposedly, the company will be launching two versions of the gaming handhelds. The (partial) hardware specs reveal that the ROG Ally 2 will be equipped with AMD’s latest Ryzen Z2 SoCs. More precisely, one will be […] The post Asus ROG Ally 2 Leaks; Features Up To AMD Ryzen Z2 Extreme, 64GB LPDDR5 RAM appeared first on Lowyat.NET.  ( 17 min )
    CelcomDigi’s Skuad 5G Brings Malaysia’s Widest and Fastest Network to Borneo’s Rainforests
    The lush rainforests of Malaysian Borneo are witnessing a new era of connectivity, as CelcomDigi’s Skuad 5G team reaches a major milestone in their nationwide journey. In doing so, they are delivering Malaysia’s No. 1 Widest and Fastest Network to communities across Sabah and Sarawak. Beyond Signal Bars: A Mission Of Connection This initiative goes […] The post CelcomDigi’s Skuad 5G Brings Malaysia’s Widest and Fastest Network to Borneo’s Rainforests appeared first on Lowyat.NET.  ( 18 min )
    TnG Unveils Exclusive Hot Wheels NFC Card For MAS 2025
    In conjunction with this year’s Malaysia Auto Show (MAS 2025), Touch ’n Go (TnG) has unveiled a new limited-edition NFC card featuring Hot Wheels designs. The card is only available for purchase during the auto show for a price of RM25 starting from 9 to 15 May 2025, with only 3,000 units available. This is […] The post TnG Unveils Exclusive Hot Wheels NFC Card For MAS 2025 appeared first on Lowyat.NET.  ( 15 min )
    Malaysia Airlines and Batik Air Suspend, Cancel Flights Amid India-Pakistan Conflict
    Malaysia Airlines and Batik Air have suspended flights to and from Amritsar, India due to heightened tensions in the region. Both airlines have cited security and safety concerns as reasons for the cancellations, promising to monitor the situation closely. In addition to suspending flights between Kuala Lumpur and Amritsar, Malaysia Airlines had rerouted flights MH2 […] The post Malaysia Airlines and Batik Air Suspend, Cancel Flights Amid India-Pakistan Conflict appeared first on Lowyat.NET.  ( 16 min )
    Volvo Announces The XC70 As Its First Range-Extended PHEV
    The Volvo XC70 is returning as the company’s first Range-Extended Plug-In Hybrid (RE-PHEV). The automaker claims that it will be able to provide up to 200km of pure CLTC electric range, meaning it will be available for in China first. Nevertheless, the automaker did mention that it is exploring the possibility of introducing it in […] The post Volvo Announces The XC70 As Its First Range-Extended PHEV appeared first on Lowyat.NET.  ( 16 min )
    KTMB Adds Train Service To East Coast For Hari Raya Aidiladha
    In conjunction with Hari Raya Aidiladha taking place next month, Keretapi Tanah Melayu Berhad (KTMB) has added a special train service to the East Coast. This was apparently done to accommodate travellers returning home for the religious holiday. According to KTMB’s statement today, the KTMB Ekspres Lambaian Aidiladha will have two scheduled services, with 436 […] The post KTMB Adds Train Service To East Coast For Hari Raya Aidiladha appeared first on Lowyat.NET.  ( 16 min )
    Shopee To Impose 4.5% SPayLater Seller Fee Starting 8 May
    Shopee has announced that it will be raising its SPayLater seller fee up to 4.5% from its current 3.5%. This change will take effect starting 8 May, and all completed orders from then on will be charged the new fee. This follows a relatively recent hike to sellers’ Transaction Fees which excludes SPayLater and credit […] The post Shopee To Impose 4.5% SPayLater Seller Fee Starting 8 May appeared first on Lowyat.NET.  ( 16 min )
    Google Expands Malaysian Data Centre Footprint With New Port Dickson Project
    Google is building a new hyperscale data centre in Port Dickson as part of its US$2 billion investment in Malaysia’s digital infrastructure. The project will be delivered in partnership with Malaysian engineering firm Gamuda Bhd, through its subsidiary Gamuda DC Infrastructure Sdn Bhd. As you may recall, Negeri Sembilan Menteri Besar Datuk Seri Amidudin Harun […] The post Google Expands Malaysian Data Centre Footprint With New Port Dickson Project appeared first on Lowyat.NET.  ( 17 min )
    Bolt Now Includes Tolls In Its Ride Fares
    Bolt has officially announced that its ride-hailing service now includes toll fares into every ride, ensuring no surprise fees. It is the first e-hailing platform to do so, at least in Malaysia, where the norm is for drivers to manually input the toll fares after the ride is completed. With this new policy, what you […] The post Bolt Now Includes Tolls In Its Ride Fares appeared first on Lowyat.NET.  ( 15 min )
    Meta Awarded Over US$167 Million In WhatsApp Case Against Israeli Firm
    Back in 2019, Meta filed a lawsuit against NSO Group over the latter’s Pegasus spyware, which was used to target more than a thousand WhatsApp users in 20 countries, including journalists, human rights activists and diplomats. Now, a jury has ruled that the Israeli firm must pay Meta more than US$167 million (~RM707 million) in […] The post Meta Awarded Over US$167 Million In WhatsApp Case Against Israeli Firm appeared first on Lowyat.NET.  ( 16 min )
    Alleged Sony WH-1000XM6 Product Visual Leaks
    An alleged key visual of what is believed to be the render of the yet-to-launch Sony WH-1000XM6 has been leaked, giving us a first look at the successor of 2022’s WH-1000XM5. The leaked key visual was discovered on Reddit, where it is believed to have been posted first. The image is believed to have been […] The post Alleged Sony WH-1000XM6 Product Visual Leaks appeared first on Lowyat.NET.  ( 15 min )
    DJI Teases Drone With Spinning Triple Camera; Launching 13 May
    Drone maker DJI has posted a teaser clip on its social medial channels, including X and YouTube, for an upcoming launch. Being a teaser, details from just the seven-second clip is scarce, but the most obvious takeaway is the camera system being shown in the second half. Said system consists of three cameras, with the […] The post DJI Teases Drone With Spinning Triple Camera; Launching 13 May appeared first on Lowyat.NET.  ( 16 min )
    Owners Of BYD Atto 3, Audi e-tron GT Share Incidents Concerning Safety Of EV Vehicles
    Electric vehicles (EVs) have become a growing trend in the automotive industry, with many Malaysians increasingly embracing the shift to cleaner mobility. However, recent posts on social media involving brands like BYD and Audi have sparked public concern about EV reliability and safety. On 1 May 2025, a BYD Atto 3 owner reported a troubling […] The post Owners Of BYD Atto 3, Audi e-tron GT Share Incidents Concerning Safety Of EV Vehicles appeared first on Lowyat.NET.  ( 17 min )
    China To Soon Extend Visa-Free Stay For Malaysians To 90 Days
    As previously teased following Chinese President Xi Jinping’s visit to Malaysia last month, China has confirmed in a statement that it will soon allow Malaysian travellers to stay in its country visa-free for up to 90 days, reciprocating Malaysia’s policy for Chinese tourists. This comes as the two countries recently signed MOUs that included a […] The post China To Soon Extend Visa-Free Stay For Malaysians To 90 Days appeared first on Lowyat.NET.  ( 15 min )
    Samsung Galaxy Z Flip7 FE Specs Leak, Rather Similar To Z Flip6
    Samsung may launch its Galaxy Z Fold7 and Z Flip7 sometime in July this year, and as recently reported, its Z Flip7 FE as well. TechManiacs have now listed the apparent specs of the device, which seem to be quite alike to that of the Z Flip6. It is speculated that the Flip7 FE may […] The post Samsung Galaxy Z Flip7 FE Specs Leak, Rather Similar To Z Flip6 appeared first on Lowyat.NET.  ( 16 min )
    NVIDIA Confirms 19 May As Launch Day For GeForce RTX 5060 GPUs
    NVIDIA has officially confirmed that the GeForce RTX 5060 will be available to gamers from 19 May onwards. The availability goes for both desktop and laptop GPU variants. The card was announced at the same as the more powerful Ti variant last month, and starts from US$299 (~RM1,266). Unlike its Ti counterpart, the card only […] The post NVIDIA Confirms 19 May As Launch Day For GeForce RTX 5060 GPUs appeared first on Lowyat.NET.  ( 15 min )
    Microsoft Announces Windows 11 Start Menu Update
    Microsoft has announced that it is updating the Windows 11 Start menu, in addition to introducing new AI features over the coming month. In a recent blog post, the company clarified that these upgrades will first be rolled out to Windows Insiders, with many of the AI upgrades being exclusive to Copilot+ PCs. The Start […] The post Microsoft Announces Windows 11 Start Menu Update appeared first on Lowyat.NET.  ( 16 min )
    vivo X200 FE Reported Specs Leak; May Get Indian Launch In July
    vivo recently launched its X200 Ultra and X200s smartphones in China. A new report now indicates that the brand is planning to unveil the X200 FE in India, possibly in July. The purported specs of the phone have also been leaked, detailing its supposed chipset, battery, and camera system, among others. The vivo X200 FE […] The post vivo X200 FE Reported Specs Leak; May Get Indian Launch In July appeared first on Lowyat.NET.  ( 16 min )
    Microsoft Announces 12-Inch Surface Pro, 13-Inch Surface Laptop
    The Microsoft Surface devices, be it the 2-in-1 tablet or the laptops, come in all sorts of sizes, though the former tend to the the more compact while the latter more conventional in size. In case you wanted even more diminutive options for both, the company has answered your prayers, with the announcement of the […] The post Microsoft Announces 12-Inch Surface Pro, 13-Inch Surface Laptop appeared first on Lowyat.NET.  ( 17 min )
    MOF Warns Of Fake SARA 2025 Aid Messages On WhatsApp
    The Ministry of Finance (MOF) has issued a warning over a fraudulent message currently circulating on WhatsApp, claiming to offer RM200 under the Bantuan Sumbangan Asas Rahmah (SARA) 2025 scheme. The ministry clarified that the message and its accompanying link are fake. In a post on its official Facebook page, the MOF urged the public […] The post MOF Warns Of Fake SARA 2025 Aid Messages On WhatsApp appeared first on Lowyat.NET.  ( 15 min )
    Samsung Wallet Introduces Tap To Transfer Feature
    Samsung has announced a new Tap To Transfer feature for its Samsung Wallet app, which is its digital wallet platform. Similar to Apple’s Tap To Pay feature, it allows money transfers between two compatible phones, but instead of being limited to businesses, Samsung’s feature is being rolled out to regular users with peer-to-peer (P2P) transfers. […] The post Samsung Wallet Introduces Tap To Transfer Feature appeared first on Lowyat.NET.  ( 15 min )
    AMD To Establish Malaysia As Hub For Advanced Chip Packaging And Design
    Advanced Micro Devices Inc (AMD) plans to make Malaysia its strategic hub for advanced semiconductor packaging and design, with operations focused in Penang and Cyberjaya. Prime Minister Datuk Seri Anwar Ibrahim, speaking at an East Coast Rail Link (ECRL) event yesterday, confirmed the company’s intention and said the government would extend full support to expedite […] The post AMD To Establish Malaysia As Hub For Advanced Chip Packaging And Design appeared first on Lowyat.NET.  ( 16 min )

  • Open

    Bloat is still software's biggest vulnerability (2024)
    Comments  ( 43 min )
    The DEA is now abandoning body cameras
    Comments  ( 13 min )
    Alignment is not free: How model upgrades can silence your confidence signals
    Comments  ( 8 min )
    VVVVVV Source Code
    Comments  ( 4 min )
    Show HN: Whippy Term - GUI terminal for embedded development (Linux and Windows)
    Comments  ( 1 min )
    Sutton and Barto Book Implementation
    Comments  ( 10 min )
    My Dream Thermostat
    Comments
    Four years of running a SaaS in a competitive market
    Comments  ( 26 min )
    Some Thoughts on LCP eBook DRM
    Comments
    Continue (YC S23) Is Hiring Software Engineers in San Francisco
    Comments  ( 3 min )
    AI focused on brain regions recreates what you're looking at (2024)
    Comments  ( 31 min )
    Building Local-First Flutter Apps with Riverpod, Drift, and PowerSync
    Comments
    iOS Kindle app now has a ‘get book’ button after changes to App Store rules
    Comments  ( 25 min )
    India launches attack on 9 sites in Pakistan and Pakistani Jammu and Kashmir
    Comments
    The CL1: the first code deployable biological computer
    Comments  ( 2 min )
    Claude's system prompt is over 24k tokens with tools
    Comments  ( 55 min )
    A Step Towards Music Generation Foundation Model
    Comments  ( 37 min )
    Engineered adipocytes implantation suppresses tumor progression in cancer models
    Comments  ( 77 min )
    Towards the Blank Search Bar
    Comments  ( 2 min )
    Cell Mates: Extracting Useful Information from Tables for LLMs
    Comments  ( 2 min )
    TeleMessage, used by Trump officials, can access plaintext chat logs
    Comments  ( 22 min )
    The Reverse Turing Test Game
    Comments
    How "Night of the Living Dead" Accidentally Became Public Domain
    Comments  ( 83 min )
    Scientists discover new way to convert corn waste to low-cost sugar for biofuel
    Comments
    Preparing for When the Machine Stops
    Comments  ( 12 min )
    I built an AI code review agent in a few hours, here's what I learned
    Comments  ( 10 min )
    Will Supercapacitors Come to AI's Rescue?
    Comments  ( 35 min )
    Brush (Bo(u)rn(e) RUsty SHell) a POSIX and Bash-Compatible Shell in Rust
    Comments  ( 10 min )
    When Abandoned Mines Collapse
    Comments  ( 10 min )
    A Taxonomy for Rendering Engines
    Comments  ( 5 min )
    Show HN: Fast parser and generator for RSS, Atom, OPML and popular namespaces
    Comments  ( 35 min )
    GenAI-Accelerated TLA+ Challenge
    Comments  ( 2 min )
    Matt Godbolt sold me on Rust (by showing me C++)
    Comments  ( 8 min )
    Is Planet Nine Alone in the Outer System?
    Comments  ( 25 min )
    Curl: We still have not seen a single valid security report done with AI help
    Comments  ( 6 min )
    Rich Schroepell responds to Ron Rivest and the RSA MIT algorithm (1977)
    Comments  ( 14 min )
    Launch HN: Exa (YC S21) – The web as a database
    Comments  ( 2 min )
    A Brief History of Cursor's Tab-Completion
    Comments  ( 10 min )
    A Brief History of Cursor's Tab-Completion
    Comments
    A new hairlike electrode for long-term, high-quality EEG monitoring
    Comments  ( 10 min )
    Single hair-like electrode outperforms traditional 21-lead EEG
    Comments  ( 16 min )
    Show HN: Sheet Music in Smart Glasses
    Comments  ( 3 min )
    DoomArena: A Framework for Testing AI Agents Against Evolving Security Threats
    Comments  ( 3 min )
    Show HN: Plexe – ML Models from a Prompt
    Comments  ( 16 min )
    Mass spectrometry method identifies pathogens within minutes instead of days
    Comments  ( 7 min )
    Gemini 2.5 Pro Preview: even better coding performance
    Comments  ( 4 min )
    Show HN: Clippy, 90s UI for local LLMs
    Comments  ( 1 min )
    Accents in Latent Spaces: How AI Hears Accent Strength in English
    Comments  ( 5 min )
    Nnd – a TUI debugger alternative to GDB, LLDB
    Comments  ( 4 min )
    Throwaway Code: Don't recycle, throw it away (2017)
    Comments  ( 4 min )
    MTerrain: Optimized terrain system and editor for Godot
    Comments  ( 6 min )
    Oregon State University's Open Source Lab Is Running on Fumes
    Comments  ( 5 min )
    Malaya's Timeless Design
    Comments  ( 6 min )
    Show HN: Outpost – OSS infra for outbound webhooks and event destinations
    Comments  ( 11 min )
    Cuttlefish 'talk' with their arms, study reveals
    Comments  ( 7 min )
    OpenAI agrees to buy Windsurf for about $3B
    Comments
    Taking the bite out of Lyme disease
    Comments  ( 5 min )
    Propositions as Types (2014) [pdf]
    Comments  ( 28 min )
    Memory-safe sudo to become the default in Ubuntu
    Comments  ( 2 min )
    Shape and topology morphing of closed surfaces integrating origami and kirigami
    Comments
    Getting things “done” in large tech companies
    Comments  ( 3 min )
    Design and evaluation of a parrot-to-parrot video-calling system (2023)
    Comments  ( 9 min )
    Inheritance was invented as a performance hack
    Comments  ( 4 min )
    NSA spied through Angry Birds, other apps: report (2014)
    Comments  ( 27 min )
    Achieving 11M IOPS and 66 GiB/s IO on a Single Threadripper Workstation (2021)
    Comments  ( 33 min )
    Show HN: AnuDB– Backed on RocksDB, 279x Faster Than SQLite in Parallel Workloads
    Comments  ( 34 min )
    FTC rule on unfair or deceptive fees to take effect on May 12
    Comments
    From the Transistor to the Web Browser, a rough outline for a 12 week course
    Comments  ( 11 min )
    Math Machine – A notebook will show your kid how far they have travelled
    Comments
    RIP Skype
    Comments  ( 13 min )
    The Turkish İ Problem and Why You Should Care (2012)
    Comments  ( 9 min )
    Lego built full-size F1 cars for the Miami GP drivers' parade
    Comments  ( 31 min )
    Hyper – Outperform React on every metric
    Comments  ( 5 min )
    Gorilla study reveals complex pros and cons of friendship
    Comments
    DoorDash to acquire Deliveroo
    Comments  ( 91 min )
    Sneakers (1992) – 4K makeover sourced from the original camera negative
    Comments  ( 79 min )
    "Sneakers" film released in 4k, struck from original camera negative
    Comments  ( 61 min )
    The curse of knowing how, or; fixing everything
    Comments  ( 6 min )
    Can you smuggle data in an ID card photo?
    Comments  ( 23 min )
    An Interactive Debugger for Rust Trait Errors
    Comments  ( 3 min )
    The second birth of JMW Turner
    Comments  ( 14 min )
    RSC for Astro Developers
    Comments  ( 13 min )
    An Appeal to Apple from Anukari: one tiny macOS detail to make Anukari fast
    Comments  ( 18 min )
    Keeping Open WebUI Free, Fair, and Sustainable
    Comments  ( 7 min )
    Critical CSS
    Comments
    Google Has Most of My Email Because It Has All of Yours (2014)
    Comments  ( 38 min )
    How to Harden GitHub Actions: The Unofficial Guide
    Comments  ( 56 min )
    Scientists have found a way to 'tattoo' tardigrades
    Comments  ( 7 min )
    Show HN: OpenRouter Model Price Comparison
    Comments  ( 1 min )
    Shapes Inc Kicked from Discord
    Comments  ( 1 min )
  • Open

    Hyperlane: Unleash the Power of Rust for High-Performance Web Services
    In the fast-evolving world of web development, performance, flexibility, and ease of use are non-negotiable. Enter Hyperlane, a lightweight, high-performance HTTP server library crafted in Rust, designed to simplify and supercharge your network service development. Whether you're building modern APIs, real-time applications, or cross-platform services, Hyperlane delivers the tools you need with elegance and efficiency. Let’s dive into what makes Hyperlane a standout choice, explore its features, and see it in action with real code and performance data. Hyperlane is a Rust-based HTTP server library that blends simplicity with power. It handles the essentials—HTTP request parsing, response construction, and TCP communication—while offering advanced features like middleware, WebSocket, and Se…  ( 5 min )
    The Relationship Between GDP and Stock Market Performance
    The relationship between Gross Domestic Product (GDP) and stock market performance is a subject of considerable interest to economists, investors, and policy makers alike. GDP measures the total value of goods and services produced by a country, and it serves as an indicator of the health and growth of an economy. The stock market, on the other hand, reflects the collective value of publicly traded companies and serves as a platform for buying and selling shares. Both metrics are often used to gauge economic conditions, yet their relationship is more complex than a simple correlation. While there is a connection between GDP growth and stock market performance, this relationship is influenced by various factors, including investor sentiment, economic policies, and external events. In some c…  ( 7 min )
    Creating A2A Agents with Python: Building a Simple Math Agent - Part II
    In this blog post, I'll walk through how I built a simple Agent-to-Agent (A2A) math service using Python. The A2A protocol is Google's initiative to standardize how AI agents communicate with each other, creating an interoperable ecosystem of specialized AI services. The Agent-to-Agent (A2A) protocol is designed to enable AI agents to communicate with each other using a standardized messaging format. This allows developers to create specialized agents that can work together, each handling specific tasks they're optimized for. Standardized communication between AI systems Ability to chain specialized services together Easier integration of AI capabilities into applications I created a basic A2A agent that performs a simple but useful function: summing numbers from a comma-separated list whi…  ( 6 min )
    Testing in the Era of Microservices and APIs: A Leadership Perspective
    There was a time when software releases were slow and monolithic—but at least everything was in one place. Now, we move faster. But that speed? It comes at a cost. Today, we live in a world of microservices, APIs, and distributed everything. The architecture is elegant. The orchestration is powerful. But testing? That’s where things get tricky. As a quality engineering leader, I’ve seen firsthand how this complexity tests more than just code—it tests our assumptions about ownership, accountability, and what “done” really means. In a microservices ecosystem, a single user journey might hit a dozen services. Each is built, deployed, and owned by a different team. And while unit tests may pass with flying colors, it’s the integration points—those fragile handshakes between services—that often…  ( 4 min )
    How to Optimize Java Map for Variable Key Structures?
    Introduction In Java, managing complex key structures dynamically is a common challenge, especially when dealing with API response times and performance issues. In your scenario, you're saving keys in a map formatted like Krishna/thota/date/x/y/z while supporting wildcard characters (*) to match various entries. However, this approach leads to performance overhead due to the necessity of comparing strings, which can be inefficient when handling over a million records. We’ll explore better data structures and solutions to enhance performance while allowing for the flexibility you need for matching. Understanding the Performance Issue You mentioned that your current implementation takes approximately 200 milliseconds when you have more than one million records. This degree of latency can aff…  ( 5 min )
    Beyond Heroes and Villains
    When a small purple dragon leapt joyfully onto television screens in 1998, gaming felt simpler. Spyro's tale was charmingly clear-cut: dragons good, Gnorcs bad. Yet, as those early fans grew alongside the medium itself, uncomplicated childhood memories gave way to reflective curiosity. With maturity comes the realisation that even playful narratives can unwittingly reveal complex truths—sometimes challenging, always intriguing. Among Spyro's cast, no group invites this reconsideration quite like the Gnorcs. Originally depicted as brutish, green-skinned adversaries to vanquish without second thought, today they stir conversation far beyond simple nostalgia. Central to this renewed interrogation of Spyro's world is Gnasty Gnorc himself. Once an outright villain, his motivations now appear le…  ( 6 min )
    The Documentation Paradox
    Most teams spend hours documenting everything. Notion workspaces. Confluence pages. GitHub wikis. You name it. But here’s what happens: ☑️New hires still get stuck. ☑️Devs still ask questions that are, “Somewhere in the docs” and crucial context gets lost. This is the Documentation Paradox: The more you write, the harder it gets to find, trust, and maintain what actually matters. Conventional wisdom says, “Async teams need tons of docs!” But I’ll say: More docs often mean less clarity. Here’s why: First, there's the maintenance burden. Every line of documentation is a liability that needs updating as your codebase evolves. How many teams actually do that? Second, comprehensive documentation creates a false sense of security. Teams believe they're covered because it's in the docs somewhere. What you should do is treat documentation as a conversation, not an artifact. Use tools that make updating docs as easy as sending a message. Encourage annotations and questions directly in the documentation. And remember the 20/80 rule: 20% of your features generate 80% of questions. Focus your efforts there. The goal isn't to have everything documented – it's to have the right documentation that actually helps your team move faster. This is why every Rally session lives forever inside Jira No more sorting through old Slack threads. Every discussion stays tied to the task, so your team’s knowledge grows with the work—not in a dusty folder.  ( 3 min )
    Coding Challenge Practice - Question 3
    Today's question Create a simple React application called "Contact Form" that collects user information and displays it below upon submission. Solution In solving this problem, the first step is to check the boilerplate provided: import { useState } from "react"; import "./App.css"; import "h8k-components"; function App() { const [name, setName] = useState(""); const [email, setEmail] = useState(""); const [message, setMessage] = useState(""); const [submittedData, setSubmittedData] = useState(null); const [error, setError] = useState(""); const handleSubmit = (e) => { e.preventDefault(); // TODO: Add logic to validate inputs and display submitted data // HINT: You can use the setError function // HINT: You can use the setSubmittedData function as below …  ( 4 min )
    How to Humanize Strings in C# Like Ruby's Humanize?
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    How to Fix Diesel Count Query Error in Rust
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    Fresh hearts AI Heart prediction System
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    Untitled
    Check out this Pen I made!  ( 2 min )
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    Shallow Copy & Deep Copy in Python
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    Introducing One-Linear-Validator: A Lightweight JavaScript Validation Library
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    Struggling with AI job interviews? Share tips, experiences, and questions here! Whether it's technical questions, AI tools like interview copilots, or company-specific rounds—let’s help each other crack the next big opportunity. 💼🤖 #AIJobs #InterviewTips
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    [Boost]
    The concept of a temporary View state in JavaScript Anthony Max ・ May 6 #webdev #javascript #programming #opensource  ( 2 min )
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    [Boost]
    The concept of a temporary View state in JavaScript Anthony Max ・ May 6 #webdev #javascript #programming #opensource  ( 2 min )
    "Unlocking Profits: Transform Your Creativity with DIY Escape Room Ventures"
    Unlocking Profits: Transform Your Creativity with DIY Escape Room Ventures In recent years, escape rooms have soared in popularity, captivating the imagination of puzzle enthusiasts, team-building participants, and thrill-seekers alike. The concept is simple yet exciting: players are locked in a themed room and must solve puzzles to "escape" within a set time limit. As demand for unique and immersive experiences grows, there's a profitable niche for creative minds to explore the DIY escape room venture. Escape rooms are more than just a fun weekend activity; they're a booming industry. According to MarketWatch, the global escape room market was valued at approximately $9 billion in 2020, with expectations to grow exponentially. The rise in interest offers a lucrative opportunity for entr…  ( 4 min )
    Developing a Smart Maid Service Mobile App with IoT Integration
    In today’s digital-first world, mobile applications and the Internet of Things (IoT) are revolutionizing traditional industries, including home cleaning and maid services. By integrating IoT into a mobile app for maid services, companies can significantly enhance efficiency, transparency, and customer satisfaction. In this blog post, we will explore the development of a mobile app tailored for a maid service business with IoT capabilities, including technical considerations and some useful code examples. We will also subtly incorporate local SEO phrases to keep our discussion grounded in real-world applications, all while staying compliant with Dev.to guidelines. A mobile app provides customers with an easy-to-use interface to schedule cleanings, manage preferences, monitor service history…  ( 5 min )
    Dica de TI: O que são tipos de dados?
    Dica de TI será uma série de posts com conteúdo sobre tecnologia. São posts curtos explicando alguns conceitos. Um tipo de dados representa as características de uma variável que determina que tipo de dados ela pode conter. Exemplo tipos de dados primitivos: Essas variáveis guardam valores. Exemplo: números, byte, short, int, long, float, double e boolean char. A aplicação guarda o endereço em memória e não o valor em si. Importantes casos são as arrays e os objetos. Exemplos Arrays, Objetos, Classes, String. Os tipos primitivos são predefinidos (já definidos) em Java. Tipos não primitivos são criados pelo programador e não são definidos. Tipos não primitivos podem ser usados para chamar métodos para realizar determinadas operações, enquanto tipos primitivos não podem. Um tipo primitivo sempre tem um valor, enquanto os tipos não primitivos podem ser null. Um tipo primitivo começa com uma letra minúscula, enquanto os tipos não primitivos começam com uma letra maiúscula. Exemplos de tipos não primitivos são Strings , Arrays , Classes, Interface , etc.  ( 3 min )
    Sightful's Spacetop Is a Better, More Practical Spatial Computing Experience
    Sightful’s Spacetop for Windows is a $899 bundle (plus a $200/yr subscription after year one) that turns your compatible Intel-powered laptop and Xreal Air 2 Ultra smart glasses into a multi-monitor, spatial-computing workspace. Wired gave it a 9/10, praising its polished software, comfy glasses (with dimming for outdoor use) and the private, ultra-portable productivity it delivers—arguably edging out Apple’s Vision Pro at a fraction of the price. It’s not all sunshine, though: the setup looks a bit dorky, only works on select Intel CPUs for now, saps battery life in a hurry and the glasses’ field of view could be wider. Still, if you’ve been dreaming of carrying your home-office everywhere, Spacetop might finally make it happen.  ( 3 min )
    Chrome-Plated Coding: 10 Extensions That'll Make You Feel Like a Dev Superhero
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    The concept of a temporary View state in JavaScript
    Greetings to all! In this article, we will talk about a rather unusual topic, information about which for some reason I did not find, although it is quite useful in modern JavaScript frameworks and libraries for creating user interfaces, because, in some cases, applying the concept can help speed up work with the DOM several times. The name is conditional, but the essence is important. The term "usual state" refers to data that is saved directly due to the state managers, or due to the internal functionality of the framework or library. An example of the state in Vue.js: createApp({ setup() { return { count:ref(0); }; }, template: ` Click! Clicks: {{ count }} `, }).mount("#app"); In this case, …  ( 6 min )
    Marc Andreessen Says AI Can't Replace His Job: VC Tech Investing
    Marc Andreessen—the “MarcGPT” behind a16z and the first popular web browser—loves AI so much he calls it “our Philosopher’s Stone” and has plowed cash into OpenAI and Elon Musk’s xAI. He sees it as a universal problem-solver that’ll eventually do every job on Earth. But there’s one role he insists AI will never master: venture capitalist. On the latest a16z podcast, he argued that when machines handle everything else, VC will remain “quite literally timeless”—the last field where humans still call the shots.  ( 3 min )
    ChatGPT's hallucination problem is getting worse according to OpenAI's own tests and nobody understands why
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    Inline AI Suggestions in NeoVim: GitHub Copilot vs Windsurf (Codeium) — A Technical Comparative Analysis
    Before we dive in, it's worth noting a recent branding change: the assistant formerly known as Codeium is now called Windsurf. The rebranding aims to reposition the tool under a new identity, though the transition has caused some confusion in the community, particularly among terminal-centric users. For clarity, throughout this article, we will refer to the tool as Windsurf, its current official name. Among terminal enthusiasts, NeoVim has established itself as a powerhouse of productivity. Combining lightness, extensibility, and full control over the development environment, it's become the go-to editor for developers who not only write code but carefully curate a streamlined workflow. In this context, the integration of artificial intelligence tools for real-time code suggestions—commonl…  ( 7 min )
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    How to Capture MP3 Playback Time in PHP and JavaScript
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    Flight 2035 discontinued
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    Why Dart is Stealing TypeScript Developers in 2025
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    Cloud-Native: Are You Paying for What You Use… or for What You Provision?
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    Smart Contracts: Automating Compliance in Asset Tokenization
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    Beyond Traditional APIs: The Rise of MCP and A2A in the AI Revolution
    The architecture of business technology stands at a pivotal moment of change, one that few organisations have fully recognised. The traditional public API, for a long time the bedrock of modern software integration, is finding its dominance challenged. As AI transforms business operations, two emerging protocols are reshaping how organisations expose their data and capabilities: the Model Context Protocol (MCP) and the Agent-to-Agent (A2A) protocol. This shift isn't merely a technical curiosity, it represents a fundamental reimagining of how businesses connect with AI systems and how these systems interact with each other. While APIs aren't disappearing, their role is being dramatically redefined. For companies seeking competitive advantage in an AI-powered future, understanding and strate…  ( 8 min )
    How to Dynamically Pivot Object Keys in SQL?
    In this article, we will explore how to dynamically transform a table in SQL where object keys become column names and their values populate corresponding columns. This scenario is common for database tasks involving JSON-like structures, particularly in systems like Snowflake. By utilizing advanced SQL techniques, you can simplify data manipulation and achieve a transformed view of your data without explicitly naming each key. Understanding the Problem The need to pivot object keys arises when you have a table with a column storing semi-structured data types like objects. In our case, we have a table objects_to_pivot where the attributes column contains various object keys that might not be consistent across rows. The challenge is to convert these dynamic object keys into fixed column nam…  ( 5 min )
    Why Financial Calculations Go Wrong, and How to Get Them Right
    When building systems that handle money, there’s no room for approximation. A minor rounding error or a misplaced use of floating-point arithmetic can lead to inconsistencies, broken user trust, or even financial loss. Despite the importance, many systems today still rely on flawed approaches, usually stemming from a lack of clarity around how decimal precision, rounding, and accumulation behave in real-world software environments. In this article, we’ll discuss the common problems in financial calculations, walk through best practices for dealing with them, and introduce a pragmatic solution that simplifies implementation without compromising on correctness. Languages like PHP provide floats and doubles for numerical operations, but these are binary representations that can’t accurately e…  ( 5 min )
    Diving into Tree-Sitter: Parsing Code with Python Like a Pro
    Hi there! I'm Shrijith Venkatrama, founder of Hexmos. Right now, I’m building LiveAPI, a first of its kind tool for helping you automatically index API endpoints across all your repositories. LiveAPI helps you discover, understand and use APIs in large tech infrastructures with ease. Tree-Sitter is a powerful parsing library that lets you analyze and manipulate code like a seasoned compiler engineer. Its Python bindings, available via the tree-sitter package, make it accessible for developers to experiment with syntax trees, traverse code structures, and even build tools like linters or formatters. This post dives deep into using Tree-Sitter’s Python APIs, with practical examples to get you started. We’ll cover everything from setup to advanced features like pattern matching, with complet…  ( 7 min )
    EventTarget - CustomEvent | components communication in React - part Three
    In the first and second parts, we focused on creating two different patterns for handling data flow in React. EventTarget is the foundation of the browser’s event system. addEventListener, removeEventListener, and dispatchEvent. Many core Web APIs including DOM elements like , , , as well as document and window inherit from EventTarget. When we attach an event handler to a DOM element—like in the picture above—we’re actually subscribing to that element through one of its event channels. In this case: The button is the publisher (or emitter) The callback function passed to addEventListener is the subscriber (or listener) So when a user clicks the button, the button emits a 'click' event, and all registered listeners for that event type are notified and executed. So with…  ( 5 min )
    Beyond the Bugs: How Software Testing Fuels Innovation 🚀
    I’m a product owner, guiding a team building a collaboration app for remote workers. Last quarter, we rushed a feature—real-time document editing—without thorough testing. It launched buggy, crashing for users with large files. Clients churned, and our team’s morale tanked. Testing isn’t just about finding bugs—it’s about enabling us to push boundaries. In April 2025, software testing drives innovation, giving us confidence to experiment and deliver bold features. This isn’t a technical deep-dive or buzzword parade—it’s my story of how testing fuels progress, shared for professionals who want to innovate without breaking things. Testing is often seen as a bug hunt, but it’s so much more. It’s the engine that powers bold ideas, protects user trust, and keeps teams moving fast. Our app’s cra…  ( 7 min )
    The Spirit of Plan 9 on the Web
    If you go back to the first talk ever given on webhooks, it opens on the command-line. Specifically the Unix shell, focusing on one of its defining features: pipes. The idea was that pipes brought a new level of compositionality to programs, and webhooks could bring a new level of compositionality to web apps. Perhaps you could say I was trying to bring the spirit of Unix to the web. With this last release of Wanix, I'm at it again. This time with the successor to Unix, a little known operating system called Plan 9 from Bell Labs. Plan 9 has been on my mind for quite a while. In fact, around the time of that first talk on webhooks, the team behind Unix and Plan 9 was being re-assembled to create the Go programming language. I pretty instantly fell in love with the Go worldview, which turns…  ( 5 min )
    Translation Memory (TM): Ultimate Guide for Organizations
    Are you exploring Translation Memory (TM) for language translation and want a more comprehensive understanding of this technology? We get it– we’ve been there. As translation industry veterans focused on developing productivity software, we know the difference a good translation memory tool can make in the translation process. So it’s understandable you would want to leverage it for your team. If you’re unclear on how it’s applicable to your team, just imagine this: you (or a colleague) are in the middle of translating content, only to realize you’re redoing work that could have been automated. Translation memory solves this inefficiency by storing and reusing past translations, saving both time and resources. In this post you’ll learn more about what translation memory is, its benefits, h…  ( 11 min )
    #6 DP: Decorator
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    🚀 Building an Azure OpenAI Chatbot: Challenges, Solutions & Why JavaScript Beats Python for the Web
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    TS2327: Property '{0}' is optional in type '{1}' but required in type '{2}'
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    TS2333: 'this' cannot be referenced in constructor arguments
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    TS2332: 'this' cannot be referenced in current location
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    TS2331: 'this' cannot be referenced in a module or namespace body
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    TS2329: Index signature for type '{0}' is missing in type '{1}'
    TS2329: Index signature for type '{0}' is missing in type '{1}' TypeScript is a strongly typed superset of JavaScript. This means that it builds on top of JavaScript by adding an optional type system (a way to define and enforce the kinds of data being used in your code). TypeScript is a powerful language designed to catch errors early during development, making your JavaScript codebases more robust and maintainable. In TypeScript, "types" play a central role. A type defines the shape of data, specifying what kind of data will be stored, its expected structure, and the operations you can perform on it. For example, string, number, boolean, and object are common types used in TypeScript. Types ensure that your code only operates on the data it was designed to handle; if it doesn’t match t…  ( 6 min )
    TS1433: Decorators may not be applied to 'this' parameters
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    TS1434: Unexpected keyword or identifier
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    🚀 Turning Videos into Interactive Courses with AI
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    Unlocking Potential: The Benefits and Challenges of Open Source Developer Patronage
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    Welcome to this week's Top 7, where the DEV editorial team handpicks their favorite posts from the previous week. Congrats to all the authors that made it onto the list 👏 LangChain4J musings, six months after Nicolas Fränkel ・ May 1 #java #langchain4j #mcp #llm @nfrankel highlights the the ups and downs of integrating Model Context Protocol with LangChain4J. XYZ% of Code is Now Written by AI... Who Cares? Maxim Saplin ・ May 1 #ai #softwareengineering #coding #programming @maximsaplin challenges AI code generation claims by tech CEOs, sharing their experience where they ultimately deleted 70% of AI-generated code and emphasizing that software development involves much more than just writing code. Welcome Sury - The fastest schem…  ( 4 min )
    Navigating the Landscape of Manual Testing: Techniques and the AI-Driven Future
    In the dynamic realm of software development, ensuring the quality and reliability of applications is paramount. Manual testing has long been a cornerstone in this endeavor, offering a human-centric approach to identifying and resolving issues. As technology advances, particularly with the integration of Artificial Intelligence (AI), the landscape of manual testing is undergoing significant transformation. This blog delves into common manual testing techniques, explores specific methodologies like Boundary Value Analysis and Decision Table Testing, and examines the future trajectory of manual testing in the AI era. 1) Common Manual Testing Techniques a. Black Box Testing b. White Box Testing c. Exploratory Testing d. Regression Testing e. Usability Testing Boundary Value Analysis (BVA) Bou…  ( 4 min )
    Open Source Developer Grants: Empower Your Projects
    Abstract In this post, we explore the essential role that open source developer grants play in nurturing innovation and sustainability in the software community. We cover the history, core concepts, practical applications, challenges, and future trends. With useful insights, structured data, and curated links—including those from GitHub Sponsors, Mozilla MOSS, Open Collective, and authoritative dev.to posts—readers will gain a comprehensive understanding of how financial support through grants drives open source projects to success. Open source projects have long been the backbone of modern software development, powering systems that range from small utilities to large-scale enterprise applications. Despite their broad usage and indispensable value, many contributors face considerable ch…  ( 8 min )
    Scrimba 'Learn JavaScript' Journey
    I recently completed Scrimba’s Learn JavaScript course, and it’s been an incredible journey! Whether you're new to coding or refining your skills, this course is packed with hands-on projects that solidify concepts in a fun way. What I Learned Before starting the Learn JavaScript course, I knew nothing about the basics or deeper concepts like the DOM, event handling, and async programming. Scrimba's interactive environment made learning super engaging, allowing me to code alongside the tutorials. Some standout topics I grasped: ✅ DOM Manipulation – Making web pages dynamic with .querySelector() and .addEventListener(). ✅ Functions & Scope – Understanding closures made coding more efficient. ✅ Async JavaScript – Learning fetch() and promises finally made API handling feel natural! Now, I …  ( 3 min )
    [Boost]
    Why Learning to Code is So Damn Hard Rachel Moser for The Odin Project ・ Mar 16 #webdev #programming #theodinproject  ( 2 min )
    10 JavaScript Array Functions Every Dev Must Know (or Risk Falling Behind)
    If you’ve started learning JavaScript, you’ve probably worked with arrays — those magical lists that hold multiple values. But knowing how to use arrays effectively means understanding the array functions that JavaScript gives us. Let’s break down the most powerful and commonly used array functions that every developer should know. An array is a special variable in JavaScript that can hold more than one value at a time: const fruits = ['apple', 'banana', 'cherry']; .push() – Add to the End fruits.push('mango'); console.log(fruits); // ['apple', 'banana', 'cherry', 'mango'] .pop() – Remove from the End fruits.pop(); console.log(fruits); // ['apple', 'banana', 'cherry'] .shift() – Remove from the Start fruits.shift(); console.log(fruits); // ['banana', 'cherry'] .unshift()…  ( 4 min )
    How to Handle HTTP Responses with the Stream+JSON Content Type Using PHP Generators
    In this article, I'll discuss: What Content-Type: stream+json is How to handle stream+json responses with PHP The sample code is fully open source and available here: 👉 GitHub Repository If you have Docker Compose installed on your machine, you can run the code without installing anything extra. Before we dive into coding, let's quickly explore why stream+json exists. Often, you need to send large arrays of JSON via APIs. You could send this large array from the server all at once, but when PHP receives it, PHP loads everything into memory. While this method works, it can cause issues such as: High memory consumption Risk of timeout ⏳ How to solve these problems? 💡Solution: Content-Type: stream+json To tackle these issues, the stream+json content type is used. For this content type, t…  ( 6 min )
    Visit the Post and ping any comments or suggestions
    Hello Guys, This is my little effort to share Web Development knowledge through Social Media.⚛️ Ping me any comments or suggestions I could work upon in upcoming posts✍️ https://www.instagram.com/share/p/_r4sioQMU  ( 2 min )
    HTAP Using a Star Query on MongoDB Atlas Search Index
    MongoDB is used for its strength in managing online transaction processing (OLTP) with a document model that naturally aligns with domain-specific transactions and their access patterns. In addition to these capabilities, MongoDB supports advanced search techniques through its Atlas Search index, based on Apache Lucene. This can be used for near-real-time analytics and, combined with aggregation pipeline, add some online analytical processing (OLAP) capabilities. Thanks to the document model, this analytics capability doesn't require a different data structure and enables MongoDB to execute hybrid transactional and analytical (HTAP) workloads efficiently, as demonstrated in this article with an example from a healthcare domain. Traditional relational databases employ a complex query optimi…  ( 15 min )
    How to Decrypt Google Chrome Cookies in C#
    Introduction In this article, we'll explore how to decrypt cookie values retrieved from Google Chrome using C#. If you've stumbled upon encrypted cookies in your code and need a way to decrypt these values effectively, you're in the right place. This guide aims to provide a comprehensive understanding of the decryption process while using C#. Understanding the Issue When accessing cookies stored by Google Chrome, it is common to encounter encrypted values. The cookies are stored in a SQLite database, and the encrypted values can pose a challenge when you need to retrieve the actual data. Chrome uses a specific encryption mechanism that relies on Windows Data Protection API (DPAPI) for Windows systems. Therefore, to decrypt the cookies, you must understand this encryption approach. Step-by-…  ( 5 min )
    How to install Docker on RedHat/Oracle Linux
    To install docker on the Fedora/Centos/RedHat/Oracle Linux OS and to grant it sudo privileges, follow these instructions: # install docker sudo dnf -y install dnf-plugins-core sudo dnf config-manager --add-repo=https://download.docker.com/linux/centos/docker-ce.repo sudo dnf install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin sudo systemctl enable docker.service # make docker sudo sudo groupadd docker sudo usermod -aG docker $USER sudo systemctl restart docker Making docker part of the sudo group allows you to use docker commands like docker ps without needing to add sudo at the beginning. The information provided on this channel/article/story is solely intended for informational purposes and cannot be used as a part of any contractual agreement. The content does not guarantee the delivery of any material, code, or functionality, and should not be the sole basis for making purchasing decisions. The postings on this site are my own and do not necessarily reflect the views or work of Oracle or Mythics, LLC. This work is licensed under a Creative Commons Attribution 4.0 International License.  ( 3 min )
    $50 masterpiece in an $80 industry. Cost Quality
    $50 masterpiece in an $80 industry. Cost ≠ Quality - Imgur Discover the magic of the internet at Imgur, a community powered entertainment destination. Lift your spirits with funny jokes, trending memes, entertaining gifs, inspiring stories, viral videos, and so much more from users. imgur.com  ( 2 min )
    Ozempic and Wegovy ingredient may reverse signs of liver disease
    Ozempic and Wegovy ingredient may reverse signs of liver disease The diabetes and weight loss drug semaglutide reversed liver scarring and inflammation. It’s among several drugs in the works for the condition MASH. sciencenews.org  ( 3 min )
    Mathematician Finds Solution To Higher-Degree Polynomial Equations, Which Have Been Puzzling Experts For Nearly 200 Years
    Mathematician Finds Solution to One of The Oldest Problems in Algebra : ScienceAlert Solving one of the oldest algebra problems isn't a bad claim to fame, and it's a claim Norman Wildberger can now make: The mathematician has solved what are known as higher-degree polynomial equations, which have been puzzling experts for nearly 200 years. sciencealert.com  ( 3 min )
    People Are Losing Loved Ones to AI-Fueled Spiritual Fantasies
    AI-Fueled Spiritual Delusions Are Destroying Human Relationships Marriages and families are falling apart as people are sucked into fantasy worlds of spiritual prophecy by AI tools like OpenAI's ChatGPT rollingstone.com  ( 3 min )
    OpenAI abandons plan to be controlled by for-profit board
    OpenAI abandons plan to become a for-profit company | The Verge The maker of ChatGPT is giving up on becoming a normal company. theverge.com  ( 3 min )
    Open Source Developer Financial Support and Community Networks in Blockchain and NFT Innovation: A Deep Dive
    Abstract This post explores how open source developer financial support and community networks are powering innovation in blockchain, NFTs, and decentralized finance (DeFi). We discuss historical context, the key concepts behind sustainable funding models, and real-world applications. Emphasizing transparency, governance, and technical integration, we delve into innovative funding mechanisms such as sponsorship platforms, crowdfunding, and blockchain tokenization. With practical examples, challenges, and future outlooks, readers will gain insights into how industry stakeholders—from developers to investors—can nurture a thriving and secure open source ecosystem. The world of open source software is evolving rapidly, and with the rise of blockchain, NFT marketplaces, and DeFi platforms, f…  ( 10 min )
    Grayscale to Color SVG Filter
    Check out this Pen I made!  ( 2 min )
    🔧 GitLab CI/CD — The Complete Guide
    🚀 Why GitLab CI/CD Over Jenkins and GitHub Actions? Feature GitLab CI/CD Jenkins GitHub Actions Integrated UI ✅ Built-in ❌ Plugin-based ✅ Built-in Auto DevOps ✅ Native support ❌ Manual ❌ Kubernetes Deployment ✅ First-class ✅ With plugins ✅ Beta level Security (Secrets, SAST, DAST) ✅ Built-in ❌ Manual config ⚠️ External Runners Management ✅ Docker/Machine/K8s ✅ Nodes ✅ Hosted/self-hosted Everything in one place (version control + CI/CD) Great for GitOps and K8s-based workflows Easy syntax, strong security model No plugin hell like Jenkins 📁 Pipeline Basics '# Comments' # This job builds the project build: script: - echo "Compiling..." stages stages: - build - test - deploy stage test: stage: test script: echo "Running tests" scr…  ( 4 min )
    How to Transform Snake Case to Camel Case in TypeScript?
    When working with APIs, we often encounter data in formats that do not match our application's preferred coding style. For instance, if you're using TypeScript and Vue.js, you might receive data in snake_case from an API but prefer to work with camelCase throughout your application. The good news is that you can easily transform this data without losing type safety. Let's delve into how you can achieve that with the help of interfaces and utility types in TypeScript. Understanding the Problem When you define an interface such as MergedReviewDetails, you structure your data according to your application's needs. An example of this could be: export interface MergedReviewDetails { parentReview: Mmcid; childReviews: Mmcid[]; } However, the API might return data with properties in snake_ca…  ( 4 min )
    Is the AWS Advanced Networking Worth It?
    In the ever-expanding universe of cloud computing, AWS reigns supreme. As the undisputed market leader, its infrastructure services power countless businesses worldwide. This dominance fuels an insatiable demand for skilled professionals who can design, implement, and manage sophisticated network configurations within the AWS ecosystem. If you're looking to carve out a niche as a top-tier cloud networking expert, the AWS Advanced Networking – Specialty (ANS-C01) certification might be your golden ticket. But is this notoriously tough certification truly worth the effort? Let's break it down. The AWS Certified Advanced Networking – Specialty is not for the faint of heart. It's an expert-level certification designed for seasoned IT professionals who architect and manage complex network syste…  ( 6 min )
    # 🎓 I just earned the "Software Engineering Essentials" certificate from IBM!
    🎓 I just earned the "Software Engineering Essentials" certificate from IBM! I'm excited to share that I’ve completed the Software Engineering Essentials course as part of the IBM Full Stack Software Developer Professional Certificate on Coursera. 📜 Here's my certificate: 🔗 View Certificate PDF on GitHub This course gave me a solid understanding of: Software development lifecycle Agile methodology Git and GitHub basics Industry-level software practices I'm excited to continue building more skills as I complete the rest of the specialization! SoftwareEngineering #IBMCertificate #Coursera #FullStack  ( 3 min )
    How to Pass Parameters to TypeScript Functions in ASP.NET MVC?
    Introduction Passing parameters from ASP.NET MVC page models to TypeScript functions can be tricky, especially when incorporating dynamic values such as token, url, and redirectUrl. In this guide, we will explore how to accomplish this effectively, ensuring that we maintain optimal coding practices. Understanding the Basics When working with TypeScript and ASP.NET MVC, it is crucial to understand how data flows between the server-side (C# code) and client-side (TypeScript/VBScript/JavaScript code). The Link.ts you provided defines an interface LinkConfig and an asynchronous function postData. This function needs to be called with correctly structured parameters that are passed from your Razor pages. Step 1: Setting Up the Razor Page Model In your Razor pages, extract the token, URL, and re…  ( 4 min )
    How to Use Multer with React.js and Node.js for File Uploads
    Handling file uploads is a common feature in modern web applications. Whether you're building a profile system, a document portal, or an image gallery, you'll likely need to upload files to a server. In this blog, you’ll learn how to use Multer (a popular Node.js middleware) to handle file uploads from a React.js frontend. Let’s build a simple file upload app with React.js on the frontend and Node.js/Express on the backend using Multer. React.js (Frontend) Node.js + Express (Backend) Multer (Middleware for file uploads) Axios (For HTTP requests) Render or Vercel (for deployment, optional) Multer is a middleware for handling multipart/form-data, which is used to upload files. It makes handling file uploads in Express simple and customizable. file-upload-app/ ├── backend/ │ ├── uploads/ │ …  ( 4 min )
    From Monolith to Microservices - How We Rebuilt IBM’s Cognitive Support Platform (CSP) for Scale, AI, and Efficiency
    Originally published on Medium. ✍️ Introduction At IBM, I led the transformation of one such platform: the Cognitive Support Platform (CSP). Originally built as a monolithic, Salesforce-native application, it had outgrown its architecture. We rebuilt it from the ground up into a modular, event-driven, cloud-native system infused with AI. The results were real and measurable: ✅ 70% increase in system availability ✅ 90%+ reduction in AI inference costs ✅ 80% improvement in platform security ✅ 70% boost in developer productivity In this article, I’ll share the architectural strategies, DevOps patterns, and AI integration principles that made this transformation successful and scalable. 🏗️ Background: The Challenge We faced critical bottlenecks that limited innovation and scalability: Difficu…  ( 6 min )
    What is Tailgating?
    In the world of corporate security, not all breaches involve sophisticated hacking tools—some simply walk through the front door. Tailgating, a subtle yet dangerous form of intrusion, happens when an unauthorized person gains access to a restricted area by following closely behind someone who is authorized. It's a tactic that relies less on technology and more on exploiting human behavior. Attackers often masquerade as employees, contractors, or delivery workers. They may carry packages, wear uniforms, or claim to have forgotten their access badge—all to lower suspicion. Once inside, these individuals can do far more than just roam the premises. They might access critical systems, plant malicious software, or steal sensitive equipment. Pretending to be a colleague and asking someone to hol…  ( 4 min )
    How to Use n8n with CometAPI
    In the era of AI-driven workflow automation, combining n8n’s visual orchestration platform with OpenAI’s cutting-edge language models unlocks unprecedented possibilities. CometAPI—a newly launched AI model aggregation platform—addresses this need by unifying access to over 500 models under a single, consistent API interface. CometAPI promises ultra‑high concurrency, low‑latency responses, and simplified billing through a serverless architecture designed for enterprise‑scale workloads. Concurrently, n8n continues to cement its position as a fair‑code, source‑available workflow automation tool, offering hundreds of prebuilt nodes and a versatile HTTP Request node that empowers users to integrate virtually any RESTful service—including CometAPI—into visual workflows with minimal effort. Comet…  ( 6 min )
    schema-env v2.1: Now with Pluggable Validation Adapters (Joi, Yup, Your Own!)
    The Pain of Missing Env Vars We've all been there: deploying a Node.js application only to have it crash immediately (or worse, subtly misbehave) because a crucial environment variable like DATABASE_URL was missing, empty, or malformed. Debugging configuration issues after deployment is frustrating and time-consuming. Manually checking process.env properties everywhere is tedious and error-prone. What if you could guarantee your application's required environment variables are present and valid before any of your core application logic runs? What if you could get full type safety for your process.env object? schema-env v2.1 That's exactly why I built schema-env! It's a lightweight Node.js library that loads your standard .env files, merges them with process.env, and validates the resul…  ( 5 min )
    How GPT-Image‑1 Works: A Deep Dive
    GPT-Image‑1 represents a significant milestone in the evolution of multimodal AI, combining advanced natural language understanding with robust image generation and editing capabilities. Unveiled by OpenAI in late April 2025, it empowers developers and creators to produce, manipulate, and refine visual content through simple text prompts or image inputs. This article dives deep into how GPT-Image‑1 works, exploring its architecture, capabilities, integrations, and the latest developments shaping its adoption and impact. GPT-Image‑1 is the first dedicated image-centric model in OpenAI’s GPT lineup, released via the OpenAI API as a state‑of‑the‑art image generation system. Unlike specialized models such as DALL·E 2 or DALL·E 3, GPT‑Image‑1 is natively multimodal—it processes both text and im…  ( 7 min )
    The Day I Discovered enumerate()
    It was a regular evening debug session. My code was working, but something about it just felt off. I was looping over a list—like always. for i in range(len(my_list)): value = my_list[i] # Do something with value and i Nothing wrong, right? Except... I was starting to hate reading my own code. range(len(...)). Too much manual indexing. 👀 The Realization for i, value in enumerate(my_list): # Do something with i and value Wait... what? No range(len(...))? No messy indexing? ✅ Cleaner 🧠 Why it works: enumerate() is a built-in Python function that returns both the index and the value of items in an iterable—in one shot. It’s like your loop suddenly gained superpowers. 💡 Bonus Tip: for i, val in enumerate(my_list, start=1): print(f"Item {i}: {val}") Perfect for user-facing counters. No more +1 hacks. 🚫 Never Again... No more range(len(...)) unless I really need it. Now, it’s all enumerate(), all day. ✨ Moral of the Story: If you're reaching for range(len(...)), stop and ask yourself— What would enumerate() do? 😎  ( 3 min )
    How to Access Fields with Spaces in Lumerical FDTD Farfield Data?
    When working with Lumerical FDTD simulations, access to specific fields from the results of a far-field projection monitor might sometimes be challenging, especially when it comes to field names with spaces. In your case, you're able to access standard fields like E2 and Es easily: farfield = getresult("monitor", "farfield"); E2 = farfield.E2; Es = farfield.Es; However, when it comes to the field "Ep vs angle", an error arises. This can happen due to the space in the field name, making direct access using dot notation invalid. Understanding the Structure of the Farfield Object The farfield object typically contains several fields, including E2, Es, and multiple arrays or matrices concerning angles and wavelengths. The fields you can access directly using dot notation are designed to be id…  ( 4 min )
    be careful with return values in go
    About I was writing a program in go, where I was calling a function,which takes an existing slice, modifies it and returns it back.Then I had a print statement that prints that slice. did not assign the return value of the function call,which is the modified slice,to the old slice variable.In Rust or in some other languages,the compiler will yell at us if we leave the return values of a function call without assigning them. go compiler will not give an error if we leave return values of a function call. So, always look for the function signature before calling the function.  ( 3 min )
    Decentralized AI: The Blueprint for a Safer, Smarter, and More Sovereign Future
    In November 2023, the internet trembled when OpenAI’s leadership imploded. Overnight, one of the most powerful AI systems in the world—ChatGPT—was at the mercy of a centralized boardroom battle. For billions of users and developers, it was a stark reminder: centralized power in artificial intelligence isn’t just a technical issue, it’s a social risk. What if critical AI infrastructure wasn’t vulnerable to a single point of control? What if the world’s most powerful models couldn’t be turned off, censored, or hijacked? Welcome to the world of Decentralized AI. "Centralized AI is a castle built on sand. Decentralized AI is a city built by its citizens." As a developer and researcher in Nairobi, I learned this lesson the hard way. In mid-2023, I was building an AI-powered voice assistant for …  ( 6 min )
    Categorizing Markdown Files for a Scalable Knowledge Base
    As your Markdown-based knowledge base grows, it becomes harder to manage without a clear structure. Categorizing your content into folders and using simple metadata makes your system scalable, readable, and maintainable — all while staying lightweight. Group your Markdown files into categories using folders: docs/ ├── guides/ │ ├── setup.md │ └── deployment.md ├── faq/ │ ├── general.md │ └── troubleshooting.md ├── references/ │ └── api.md You can use folder names like guides, faq, or references as logical categories when generating UI elements or menus. Add YAML frontmatter at the top of your Markdown files for more control: --- title: "Setup Guide" category: "Guides" tags: ["installation", "setup"] --- Use a frontmatter parser (like gray-matter in Node or custom regex in JS) t…  ( 4 min )
    Why Does My Jetpack Compose APK Crash with NoSuchMethodError?
    Introduction When working with third-party SDKs that leverage Jetpack Compose, developers can often run into issues that only appear in the final APK. In this article, we will explore a specific case of a NoSuchMethodError that arises during navigation to a Compose-based screen of a third-party SDK. This problem can be particularly frustrating, as it does not occur when running the app straight from Android Studio, but instead manifests when generating a debug APK via the command line. Understanding the Issue The problem at hand is encapsulated by the error message: java.lang.NoSuchMethodError: No static method slideIntoContainer(...) in class androidx.compose.animation.AnimatedContentTransitionScope. This error typically indicates that the compiler is unable to find a specific method at r…  ( 4 min )
    The Hallmark of Great Developers: Writing Simple Code
    "If you can't explain something to a first-year student, then you haven't really understood." —Richard Feynman This is one of my favorite quotes. It touches on something I see in the best engineers I've ever worked with, and something missing from many others. Something that's frustratingly illusive in the world of software engineering. A principle valued by most everyone, but executed by few. What is this trait possessed by the very best in our industry, you ask? What is it that great engineers do that sets them apart from the rest? Great engineers build complex systems by writing simple code. Let's cut to the chase: if you're writing code that takes your colleagues 20 minutes, two cups of coffee, and a string of "What the F%&#s" to understand, you're doing it wrong. Period. If you can't …  ( 5 min )
    Get the lines of code in your JetBrains IDE (quick)
    Some stats about a project are always interesting. There used to be an IntelliJ plugin offering exactly that, but unfortunately, it seems like it is not actively maintained any longer. A quick and elegant solution on Macs and Linux devices is running the following command from your project root: find . -name '*.' | xargs wc -l  ( 2 min )
    Adding Search to Your Markdown Knowledge Base Without a Backend
    mA fast, searchable knowledge base doesn’t need a database or heavy frameworks. In this guide, we’ll show how to add client-side search to your static Markdown-based system using JavaScript and Tailwind CSS — no backend required. ✅ Instant results ✅ Works offline ✅ No server dependencies This method is ideal for lightweight documentation or personal knowledge bases hosted on platforms like GitHub Pages or Netlify. Organize your .md files inside a docs/ directory. Example: docs/ ├── getting-started.md ├── installation.md ├── faq.md └── features.md Each file should begin with a clear heading and meaningful content for best results. Create a JSON index of your docs (manually or with a build tool). Here's a simple example: const docsIndex = [ { title: "Getting Started", path: "docs/gettin…  ( 4 min )
    Generative AI Interview for Senior Data Scientists: 50 Key Questions and Answers
    I’ve compiled 50 key questions and answers as a technical interview prep guide for senior data scientists in the field of generative AI. Describe the main components of the Transformer architecture and explain how they overcome the limitations of RNNs/LSTMs. Transformers overcome the parallel processing limitations and difficulty in capturing long-range dependencies of RNNs/LSTMs, which rely on sequential processing, through the self-attention mechanism. Self-attention simultaneously calculates the relationships between all token pairs in a sequence, enabling parallel processing and helping each token understand the context by utilizing information from the entire sequence. The main components are: Self-Attention: Each token assesses its relevance to all other tokens in the sequence, effe…  ( 50 min )
    Day:37-While loop practice 3
    Example1: package While; public class Police { public static void main(String[] args) { int police=0; int thief=40; while(police=3) { wrapper= wrapper-3; choco=choco+1; wrapper=wrapper+1; } System.out.println(choco); } } Output: 22  ( 2 min )
    Figma-Context-MCP in Practice: A New AI-Powered Experience from Design to Code
    Figma-Context-MCP in Practice: A New AI-Powered Experience from Design to Code Collaboration between designers and developers is being revolutionized by AI and new protocols. This article will help you easily understand Figma-Context-MCP, show you step-by-step how to use Cursor with Figma-Context-MCP to automate turning designs into code, and compare the unique advantages of Codia AI Code Generator for high-fidelity code generation. What is Figma-Context-MCP? Core Value of Figma-Context-MCP Hands-on: Reproducing Designs with Cursor and Figma-Context-MCP Figma-Context-MCP vs. Codia AI Code Generator FAQ Conclusion & Call to Action Figma-Context-MCP (Model Context Protocol) is an open-source project created by Graham Lipsman, not an official Figma product. It's an MCP server that allows A…  ( 6 min )
    Why Tourism Businesses Need a Strong Audit Firm to Safeguard Their Internal Control Systems
    Article by Tamer AlDeeB – EQCPA - 17 March 2024 info@eqcpa.com ✨ In Short: Tourism isn’t just about selling experiences — it’s about managing trust and protecting value. A dedicated audit firm acts not merely as a checker but as a business guardian — enhancing controls, improving profitability, and building a sustainable growth platform. Secure your future, protect your guests, and unlock new opportunities — all starting with the right audit partner.  ( 4 min )
    🚀 Vue.js in Practice – First Steps!
    Hey guys, Michael here! Today I decided to learn more about Vue.js and, after a few hours of coding, I built a task manager with everything very basic (and a little more): Complete CRUD, dynamic filters and native Vue animations! It was interesting to discover how the Vue structure makes everything more organized – and the transitions are very simple to implement. Has anyone else done anything like this? What tips, books or best practices do you recommend for those who are starting out? Project link https://app-vue-todo.vercel.app/ obs: the project is in portuguese.  ( 3 min )
    |ー ▶︎ [ Wouldn't it be easier if you could trace your data structure with lines? ] ー,ー,ー;
    When your data grows beyond a toy example, pprint starts to break. You see cut-off arrays. Flattened hierarchies. Lost context. And worst of all? Hidden bugs buried under “pretty” formatting. That’s why I created SetPrint — a Python library that shows structure, not just values. ✅ Side-by-side comparisons: pprint / setprint ✅ Real-world examples: image data, confusion matrices ✅ Benchmarks + 5 must-know tips for structured debugging Want to see it in action? Try this demo notebook — no install needed. (To use Colab, a Google account is required.) Google Colab 1. Visual Comparison — pprint vs setprint data = { "users": [ {"name": "Alice", "scores": np.array([95, 88, 76])}, {"name": "Bob", "scores": np.array([72, 85, 90])} ], "meta": {"c…  ( 5 min )
    Google AI Studio Just Got a Major Upgrade! 🚀
    The world of AI tools is evolving rapidly, and Google AI Studio is no exception! It recently received some exciting updates, including a refreshed interface and powerful new features. In my latest video, I dive into what's new, covering: The redesigned UI The powerful "Compare Mode" for testing models side-by-side Hands-on demo of the new Veo 2 video generation capabilities Want to see these updates in action and learn how to use them? Watch the full walkthrough here: Watch on YouTube: New Google AI Studio  ( 3 min )
    Master Asynchronous JavaScript: Promises, Async/Await, Fetch API + Pokémon Project
    Asynchronous JavaScript can be tricky to grasp, especially for beginners. Concepts like Promises, Async/Await, and the fetch API often seem abstract — until you build something real with them. In my latest YouTube video, I break down asynchronous JS in the simplest way possible and walk you through how to use it in a real-world project. And what better way to learn than by building something fun… like a Pokémon Fetch App! 📌 What You'll Learn ✅ The difference between Promises and Async/Await ✅ How to use try...catch and finally for error handling ✅ Making real API requests with the fetch() method ✅ Applying everything by building a Pokémon project 00:00 – Introduction: What is Asynchronous JavaScript? 01:10 – Promises, Async/Await, try…catch, then…catch…finally 06:30 – API - Fetch 10:39 – Pokémon Project (Hands-on section) If you're learning frontend development or JavaScript, mastering asynchronous code is non-negotiable. Whether you're handling user interactions, loading data from an API, or building full-stack apps — you need these concepts in your toolkit. This video blends theory and practice, so you'll understand the "why" and "how" behind the code — not just copy-paste your way through. In the final part of the video, you'll build a simple app that fetches Pokémon data from a public API. You’ll apply everything you’ve learned and see how it all works together. Don't just read about async JavaScript — build it. 👉 Click here to watch the full video If you find the video helpful, please consider: Liking 👍 Subscribing 🔔 Sharing it with friends or dev communities 💬 🏷️ Tags JavaScript #AsyncAwait #Promises #WebDevelopment #Frontend #FetchAPI #LearnToCode #JavaScriptProject #CodingTutorial #PokémonAPI  ( 4 min )
    How to Properly Type InputEvent in Svelte with TypeScript?
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    How to Choose Between Plastic and Paper Packaging
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    ZIMRA Fiscalisation with the Panier API: A Step-by-Step Guide
    Panier is a system built for small business with features including Point of Sale, Invoices, Credit Notes, Debit Notes, Delivery Notes, Quotations, Multi-Currency, Stock Management, Profit and Loss and much more. Panier also includes the ability to ZIMRA Fiscalize and extends this ability to the Panier API allowing you to integrate with it from your project. In this article we will show you how you can integrate your project with ZIMRA's FDMS through the Panier API. First you need to register an account on Panier and create a company if you don't already have one. You will get a 14 day FREE trial when you register, after which you will have to pay a US$19.99 monthly subscription for each company that you have. Next navigate to the Developer API page of your company and generate the API Cre…  ( 9 min )
    Website behind Active Directory/LDAP with Nginx
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    Scripting Series – Part 8 of 8
    In the final part of the scripting series, we will be a looking at a real world example of a system health script you can run in your production environment. This type of script is a powerful tool for both new and seasoned Linux users, offering a quick and automated snapshot of a system's health. It combines key administrative tasks - like checking uptime, disk usage, system load, user activity, and log data - into a single, readable report. Whether you're a student learning Bash, a sysadmin managing servers, or a DevOps engineer monitoring resources, this script saves time, reduces manual effort, and builds a habit of proactive system checks. It’s not just a script - it’s a hands-on learning experience and a real-world productivity booster. Create the script in VIM. Write the script …  ( 5 min )
    Azure 101: Getting Started with Azure Cloud
    If you’re diving into DevOps, sooner or later you’ll find yourself working with cloud infrastructure. And when it comes to enterprises, Azure is one of the biggest players in the game. But for many newcomers, Azure can feel like a maze of services, menus, and jargon. This post breaks down how to get started with Azure practically — with just enough context to understand what's happening, and a CLI-driven walkthrough to create your first resource group. At its core, Microsoft Azure is a cloud computing platform that offers: On-demand access to computing, storage, networking, and AI services A pay-as-you-go model Massive global scale Whether you’re hosting a web app, spinning up Kubernetes clusters, or building a DevOps pipeline — Azure has a service for it. Before we dive in, let’s get clea…  ( 4 min )
    Your Rails App Isn’t Slow—Your Database Is
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    Mastering Functions in TypeScript – A Beginner-Friendly Guide
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    React with Tailwind: Building Fast, Responsive, and Scalable Interfaces
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    Day:36-While loop practice2
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    Lynx Framework for Sale🙂🐾
    Hello everyone, I have put the Lynx project on hold because I am currently busy with another project. Although Lynx is a solid framework, I cannot develop two projects at the same time by myself. Since I no longer have time to continue the development of Lynx, I am thinking of offering it for sale. If you represent a company, I would be happy to join your Lynx team if needed. Lynx already has a solid foundation with an ORM and a CLI. The CLI is written in Rust and the ORM is natively integrated into Lynx. I will share code samples related to Lynx with serious buyers. Contact me: Instagram: Signor P Discord (and other platforms): _signor_p_  ( 3 min )
    When PCBs Learn From Failure: How AI is Using Defective Boards to Improve the Next Generation
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    Replacing Prisma Accelerate with Redis and Twemproxy
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    How Automated, UI-Driven NiFi Data Flow Deployment Reduces Errors
    This is where Data Flow Manager by Ksolves steps in—a robust UI-driven tool designed to automate the promotion and deployment of NiFi data flows while drastically minimizing manual effort and errors. Before diving into the solution, it’s crucial to understand the limitations of traditional, manual NiFi flow deployment: Human Errors: Copy-paste mistakes, missing components, or incorrect parameter settings are common in manual deployments. Versioning Conflicts: Developers often work on different versions of a data flow, making it difficult to track or reconcile changes. Environment Mismatches: Development, Staging, and Production environments may have different configurations. Manual NiFi data flow deployment makes it easy to overlook such nuances. Lack of Auditability: Manual processes offe…  ( 4 min )
    5 Projects That Will Actually Make You Better at Docker
    As a Docker Captain and Co-Founder of a Docker hosting company, I've seen a lot of people struggle and make mistakes with Docker. Most developers "learn" Docker by copy-pasting a Dockerfile from Stack Overflow and calling it a day. But if you want to really understand containers, their limits, their quirks, and how to bend them to your will, you need to play. Here are 5 hands-on projects that will help you level up your Docker skills fast. Are they something you will use day-to-day? No. Are they something that will save your butt in a very weird situation in 5 years time? Maybe, or at least thats what I hope for :D You already have a project. Maybe it is a Next.js frontend or a Flask API. Here is your challenge: strip the image down as far as it can possibly go. Do not just change the bas…  ( 5 min )
    RDMA에 대하여
    RDMA(Remote Direct Memory Access)는 네트워크를 통해 서버 간에 CPU 개입 없이 메모리를 직접 읽고 쓰는 기술이다. 주로 고성능 컴퓨팅(HPC), 대규모 데이터 처리, AI/ML 분산 학습 환경 등에서 낮은 지연 시간과 높은 대역폭을 제공하기 때문에 많이 사용한다. 1. RDMA의 기본 개념 일반적인 네트워크 통신 방식에서는 데이터를 전송하려면 CPU가 메모리에서 데이터를 읽고, 네트워크 인터페이스 카드(NIC)로 복사한다. 이 복사한 데이터를 네트워크를 통해 데이터를 보내고, 수신 측에서도 CPU가 데이터를 NIC에서 메모리로 복사한다. 이 과정에서 CPU, 커널, 복사 작업 등이 개입되어 지연(latency)과 CPU 오버헤드가 큰 현상이 발생한다. 반면, RDMA는, CPU나 운영체제(OS) 커널의 개입 없이, 원격 시스템의 메모리에 직접 읽기(read) 또는 쓰기(write) 작업을 수행한다. 다시 말해, 데이터가 직접 메모리에서 메모리로 이동한다. 2. RDMA가 동작하는 방식 (1) 메모리 등록 (Memory Registration) 송신자와 수신자 모두 RDMA NIC(HCA: Host Channel Adapter)를 사용함. RDMA를 사용하기 위해서는 사용할 메모리 영역을 등록(pinning)해야 함. 이 과정에서 해당 메모리는 물리 메모리에 고정되고 커널이 RDMA NIC에 메모리 주소를 알려줌. (2) Queue Pair 생성 RDMA 통신은 QP(Queue Pair)라는 구조를 통해 이루어짐. QP는 Send Queue와 Receive Queue로 구성…  ( 4 min )
    Part 3: Protecting Routes and Security
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    Common Issues Identified In DMARC Reports And How To Resolve Them
    Safeguarding your domain against email spoofing and phishing threats is crucial, and DMARC (Domain-based Message Authentication, Reporting, and Conformance) is essential for this protection. However, understanding DMARC reports can be challenging, particularly when problems occur. This guide outlines the typical issues found in DMARC reports and provides solutions to address them. DMARC is a protocol for email verification that enhances SPF and DKIM, enabling domain owners to instruct receiving servers on how to process emails that do not pass these authentication tests. Additionally, it offers reports that indicate the proper or improper use of emails, aiding in the detection of spoofing attempts, mistakes, or unauthorized senders. To effectively interpret and respond to these reports, on…  ( 6 min )
    Solving TryHackMe's "Brains" Room: A complete Walktrough
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    The Rise of Web3: A Tech Leader's Perspective
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    How to Fix Firebase App Not Initialized Error in Flutter
    Introduction If you're encountering the error message FirebaseError: Firebase: No Firebase App '[DEFAULT]' has been created, don't worry! This is a common issue for many Flutter developers integrating Firebase into their applications. In this article, we will dive into understanding why this error occurs and how to resolve it effectively as you develop your Flutter web application using Firebase. Understanding the Firebase Initialization Error The error 'No Firebase App '[DEFAULT]' has been created' typically arises when your Firebase app has not been initialized before attempting to use it. The Firebase SDK requires that the app be initialized with your specific Firebase configuration to communicate correctly with your Firebase backend services, such as Firestore, Authentication, and more…  ( 4 min )
    Part 2: Authentication Flows
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    Balanced vs Extreme vs SSD vs Standard: Choosing the Right Persistent Disk in GCP
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    Testing for Success: Align with Product Maturity
    Introduction In the current landscape of new product development, the primary risk lies in the product's ability to gain a market fit rather than technological advancements. Entrepreneurs and investors have limited resources, including time and funding, to ensure the success of their products. To minimize waste, it is crucial to prioritize investment in strategies that address the most critical risks. Venture Capital (VC) evaluates potential startups with various methods, predominantly utilizing numerical indicators like engagement and revenue quality. However, for early-stage startups that may lack these indicators or face misleading data, VCs must rely on a blended approach of qualitative and quantitative proxies to understand the progress and direction of the product. The software tes…  ( 8 min )
    What tools can help streamline cloud deployment processes?
    Cloud deployment is no longer just a “DevOps” thing. Whether you're a solo developer shipping side projects or part of a startup team launching weekly updates, smoother deployments mean faster feedback, fewer bugs, and less stress. But between setting up CI/CD pipelines, configuring environments, and managing infrastructure, cloud deployment can easily become a time sink. So what tools actually help streamline the cloud deployment process in 2025? Let's break it down, developer-to-developer. Before jumping into tools, let’s talk real-world benefits. When your deployment workflow is smooth: You save time (and sanity) You reduce the risk of breaking production You get faster feedback from users You can focus more on building, less on babysitting servers Whether you’re shipping a side projec…  ( 5 min )
    How Mobile Apps Are Empowering Nonprofits and Charities
    In today’s digital-first world, nonprofits and charitable organizations are increasingly embracing technology to enhance their impact. One of the most powerful tools in this transformation is a mobile app. From improving outreach to streamlining donation processes, mobile apps offer nonprofits a scalable and efficient way to serve communities and drive their mission forward. Nonprofits often operate with limited resources but big ambitions. A well-designed mobile app helps bridge that gap by enabling: Real-Time Engagement: Stay connected with volunteers, donors, and beneficiaries with instant updates, event notifications, and push messages. Simplified Donations: Mobile apps make it easier for supporters to contribute, with secure payment gateways and recurring donation options. Data-Dr…  ( 3 min )
    How to Convert Seconds to Hour:Minute:Second Format in PHP?
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    Catalysis Today: Progress, Purpose, and the Future of Shared Security
    Fuelled by Investment, Driven by Security Now that we’ve gotten a solid grip on the Catalysis Ecosystem, it’s time to zoom out and see how it’s making waves in the real world. Catalysis, a project that’s helping make blockchains more secure, just raised $1.25 million to create a new kind of security system. This new system will help make it easier for developers to keep their blockchain networks safe by sharing security across different platforms. Think of it like a special tool that helps everyone stay protected in the world of blockchains. The money was raised from some big names, like Hashed Emergent, which helps Web3 projects in Asia, and others like Presto Labs, SpaceshipDAO, and Cosmostation. These investors are excited about Catalysis because they believe the project can really h…  ( 4 min )
    The Scraping Story: The Car Repair Team
    The Scraper: The Collector of Car Parts Each day, the Scraper ventured out, gathering essential tools—brake pads, spark plugs, and oil filters—meticulously putting them in his storage room. This storage room, filled with parts, was like a database, organizing all the precious data he gathered from various sources. For instance, one day, the Scraper found a batch of brake pads. He cataloged the details, from brand to condition, and stored it safely. This was like collecting the latest prices from websites, storing them in a file for future use. The Backend Guy: The Toolbox Handler Whenever the mechanic—the Frontend—needed a specific tool, they would call out, “I need a 10mm wrench!” The Backend Guy, standing by the toolbox, would find the correct tool and hand it over with precision. He didn't fix the car himself, but he made sure the mechanic had exactly what was needed at the right time. Just like that, the Backend Guy managed the storage of all the data and ensured it was always ready when the Frontend needed it. When the mechanic asked for the current price of the Euro in Toman, the Backend would retrieve that data and send it in a neat package—a JSON response—ready to be used. The Frontend Mechanic: The User Interface When the mechanic needed a part, they'd shout, "I need a 10mm wrench!" The Backend Guy would respond, handing over the tool, and the Frontend Mechanic would get to work. The mechanic didn’t care how the part got there, as long as it was the right one. In the same way, the Frontend Mechanic used the data provided by the Backend to create an amazing display for the car's dashboard. They made sure the car (or website) looked stunning, with neatly organized parts (like the prices) and a smooth-running engine (user interface). Whether it was showing prices in a nice table or providing a simple, user-friendly experience, the Frontend Mechanic made sure everything was visually appealing and functional.  ( 4 min )
    "Cash in on Creativity: Unleash and Monetize Your Talents in the Digital Era"
    Cash in on Creativity: Unleash and Monetize Your Talents in the Digital Era In an era where digital platforms dominate the scene, creativity is not just an innate skill; it's a commodity you can leverage to generate income. Never before has it been so attainable to transform your talents into a revenue stream. Whether you're an artist, writer, musician, or designer, opportunities to monetize your creativity have never been greater. Let’s dive into how you can cash in on your unique talents. The first step in monetizing your creative passion is identifying and understanding your skills. What do you love to do? What do people often compliment you on? Whether it's painting, composing music, or crafting engaging stories, recognizing your talent is crucial. Digital platforms provide creative …  ( 4 min )
    IaCConf 2025: Why Infrastructure as Code deserves its own conference
    Infrastructure as Code (IaC) has come a long way since its beginnings. What started as spinning up cloud resources has now grown into a full-blown ecosystem with a very engaged community. IaC on its own can add a lot of complexity to your processes and cause more issues, but combined with governance, compliance, security, deployment strategies, self-service, it easily becomes the fuel your delivery engine needs. This year, IaCConf debuts as a virtual event by bringing together this community, and it’s shaping up to be one of the most relevant and practical events in the space. Unlike broader DevOps/SRE or cloud-native events, IACConf is focused on the challenges and innovations around defining infrastructure as code. That means the content goes deeper, the conversations are more relevant, and the takeaways are directly applicable to your processes. There will be sessions on: Getting started with IaC Managing IaC at scale across teams and environments (using OpenTofu, Terraform, Ansible, Crossplane, and others) Platform Engineering and IaC How IaC impacts your maturity AI in IaC And that’s just scratching the surface. Check out the full agenda here. One of the things I appreciate most about this conference is that it’s not about product pitches or high-level fluff. Practitioners share what worked, what broke, and how they improved. Whether you are just starting out, are in the trenches, or shaping platform strategy, there’s something for you here. On another note, I’m also excited to contribute to this year’s lineup with a session on Getting Started with IaC, together with my colleague Emin Alemdar. But honestly, I’m just as excited to learn and to connect with others working through the same challenges. The event will be on Thu, May 15, 2025 @ 11:00am EDT, so don’t forget to register here. This post was originally posted on Medium.  ( 3 min )
    How to Use Forms in Ruby on Rails and Pass Data to Routes
    If you're diving into Ruby on Rails, understanding how to effectively use forms is crucial for creating interactive applications. In this article, we'll explore how to create a basic form in Ruby on Rails and pass data to a route using simple examples. You'll learn about the structure of a form and how to submit data securely, which is essential for any web application. Why Use Forms in Ruby on Rails? Forms are fundamental in web applications as they enable users to input data. Whether you're collecting user information, comments, or other types of data, forms serve as the primary interface for user interactions. In Ruby on Rails, handling forms is made simple with built-in helpers that streamline the process and ensure your application remains secure. Setting Up Your Rails Application Bef…  ( 5 min )
    🚀 Developing with Golang: A Beginner's First Steps
    By a beginner, for beginners. When I first started learning Go (Golang), everything felt a little strange. Coming from the Python and JavaScript background😅😅., I expected to deal with new syntax, but I didn’t expect to get stuck on the very first line of every Go file: package main I remember asking myself: "Why do we declare the package name before the start of any code?" 📦 What Is a Package in Go? In Go, as well as other languages like Python, a package is a way to organize and reuse code. Every .go file must start by declaring which package it belongs to. There are two kinds of packages you’ll encounter early on: main: This package is special. It tells the Go compiler that this file is part of an executable program. Library packages: These are packages meant to be imported into othe…  ( 4 min )
    MutationObserver: Sherlock Holmes of the Web
    Suppose you have a busy website where elements are constantly changing, buttons appear, text updates, new content sneaks in. You need a detective to watch all of this. Use MutationObserver, JavaScript’s Sherlock Holmes, who never misses a detail. Once something changes, the detective detects the change and decides what action to take. 💡 Example: Sherlock Holmes Investigates Price Updates 💰 Let’s say you have a shopping cart on your website, and the price of the cart updates whenever an item is added or removed. You need Sherlock Holmes (MutationObserver) to catch these updates and notify you. // Select the node that will be observed for mutations const cartPrice = document.getElementById("cart-price"); // Options for the observer (which mutations to observe) const config = { childList: …  ( 4 min )
    Remote Development with Cursor?
    Now you can connect to your remote development environments on Diploi using Cursor Diploi is deployment platform for applications with support for remote development Vibing on Diploi ✨ We just added support for Cursor, which means that now you can start coding your application without installing anything locally and vibe your way to production Don't want to read? Check the video demo If you prefer reading, let's go step by step: If you have a development environment already created, you can skip to step 2 You can launch the project creation page from your dashboard's project page https://console.diploi.com//projects Now choose the stack for your application. For this guide, I'll select Bun and Nue.js with Postgres for my demo app After clicking on Launch Stack,…  ( 4 min )
    How to Use MACD Like a Pro: 3 Technical Signals Developers Should Know
    The Moving Average Convergence Divergence (MACD) indicator is often misinterpreted as a simple crossover tool. In reality, it offers a nuanced view of market momentum, trend health, and potential reversals—especially when analyzed over longer timeframes. This breakdown outlines how MACD identified major market movements on the BTC/USDT weekly chart using data-driven signals. Momentum Breakout – Early 2023 In early 2023, MACD moved above the signal line with an expanding histogram. This was not just a routine crossover; it indicated strong bullish momentum following BTC’s recovery from 2022 lows. What to monitor: A rising MACD histogram with increasing bar height Signal line separation confirming acceleration Insight: A rapidly expanding histogram often confirms a new sustained trend, no…  ( 4 min )
    Cybersecurity for Everyone: Protect Yourself in a Connected World
    In today's digital world, cybersecurity isn't only for techies; it's essential for everyone. Whether you use a smartphone, a laptop, or a simple button phone, you are a possible target for hackers. This article outlines why everyone is vulnerable and provides practical steps to stay safe, tailored for a professional audience.  ( 2 min )
    ⚛️ Build a Simple Todo App with React Store - a Tiny React State Manager
    State management in React can sometimes feel like overkill. Whether you're reaching for Redux, Zustand, or Jotai, you might be introducing complexity when all you need is a minimal way to share state globally across components. That’s where @odemian/react-store shines — a tiny, typed, selector-based, and dependency-free global state library powered by useSyncExternalStore. In this article, we’ll walk through how to build a clean, performant Todo App using @odemian/react-store in just a few minutes. npm install @odemian/react-store Create a new file called stores/todoStore.ts: import { createStore } from "@odemian/react-store"; export type TTodo = { id: number; name: string; done: boolean; }; // Initialize the store with one task export const [useTodos, updateTodos] = createStore<T…  ( 4 min )
    Is It Safe to Transmute Between OuterA and OuterB in Rust?
    In Rust, understanding how std::mem::transmute functions between different types is crucial for ensuring memory safety and type integrity. This brings us to an interesting question: Is it safe to transmute between two custom struct types, OuterA and OuterB, which only differ by their inner types — InnerA and InnerB? Let's explore what the repr(transparent) conveys and clarify the implications of transmuting types in Rust. Understanding repr(transparent) The #[repr(transparent)] attribute in Rust is used to indicate that a struct represents a single variant of a type that can be safely treated as equivalent to its single field. This is particularly useful for effectively working with opaque types or for implementing newtype patterns. In the provided example, we have the following structur…  ( 4 min )
    System Hacking: Journey into the Intricate World of Cyber Intrusion
    The digital realm, the backbone of our modern existence, hums with the constant flow of information, transactions, and communication. Yet, beneath this seemingly seamless surface lies a shadowy undercurrent of the world of system hacking. It’s a complex landscape of technical prowess, strategic thinking, and a constant battle between offense and defense. Understanding system hacking is no longer just for cybersecurity professionals; it’s becoming increasingly crucial for anyone navigating our interconnected world. But what exactly is system hacking? At its core, it refers to the unauthorized access and manipulation of computer systems, networks, or data. This can range from gaining unauthorized entry to a single computer to orchestrating sophisticated attacks on critical infrastructure. T…  ( 8 min )
    How to manage large env files?
    Hello friends, I'm Yogesh Galav and currently working as Technical Product Manager at InstaWP, Recently I came across a problem of manually managing env file for multiple environments so I tried to came up with cost effective solution to it, I hope you read it with open mind. Like most of you at first I faced hurdle from my team mates of opposing dynamism or quick change culture, but after application was still running smoothly in develop/staging env I was able to gain their trust, hence looking forward to gain yours too. Some of you might have heard of solution to this problem like Infisical, Vault, AWS Parameter Store, Google Secret Manager but they involves cost in some form like money or work or maintenance. Let's now move directly to the point. Pros and Cons of ENV file management Pro…  ( 4 min )
    Top 15 Builder.ai Alternatives for 2025: Explore the Best App Development Platforms
    Let's be real: with all the latest technologies and innovations, app building doesn't have to feel like building a house in 2025. With automation tools that just understand human language and commands, people are actually empowered to build an app/website of their own that is fully functional and I must say, quite unique. There are so many tools available that do the whole app building from A to Z for you. Yes, Builder.ai is a promising platform in the app development world because of its AI-driven simplicity. But what if you need more? More creative, more affordable, and more fit as per your requirements. Whether you are a small business owner or an enterprise, many other platforms are waiting for you that are just made for you and fit your requirements. And the cherry on the top is that …  ( 8 min )
    My Experience of Letting AI Handle a Whole PR Without Touching the Code
    Today, I want to share my experience using Cline (https://github.com/cline/cline) to manage an entire pull request (PR) without touching the code myself. I set the following rules for myself to complete the PR: The task I chose for the AI was a refactoring task to unify the implementation of mocking across the codebase, which varied by developer. I used the vanilla Cline VS Code extension. vscode-lm:copilot/gpt-4 vscode-lm:copilot/gpt-4o The codebase was an average Laravel application. The task was completed entirely through prompts. I wasn't sure if it was possible, but Cline made it. This was a different experience from Copilot, where once the prompt was written, the AI handled everything. Cline was able to handle various tasks beyond just reading and writing code. Here are some tasks I …  ( 6 min )
    Create vertical tabs with Tailwind CSS and JavaScript
    Let’s create a simple vertical tabs component using Tailwind CSS and JavaScript. Originally posted on: https://lexingtonthemes.com/tutorials/how-to-create-vertical-tabs-with-tailwind-css-and-javascript/ Why vertical though? Vertical tabs are a great way to organize content on a webpage. They are easy to navigate and can be used to display different sections of content in a single view. They are also a great way to save space on a page and make it more visually appealing.  ( 3 min )
    TCP client/server with Python
    Welcome to the next pikoTutorial ! A TCP server listens for incoming connections on a specified port and communicates with clients over that connection. from socket import socket, AF_INET, SOCK_STREAM from argparse import ArgumentParser # define command line interface parser = ArgumentParser() parser.add_argument('-ip', help='IP') parser.add_argument('-server_port', type=int, help='Server port') # parse command line options args = parser.parse_args() # create a TCP socket with socket(AF_INET, SOCK_STREAM) as server_socket: # bind server with a specific network address # which consists of IP and port number server_socket.bind((args.ip, args.server_port)) # start listening for requests server_socket.listen() print(f'TCP server up and listening on {args.ip}:{args.serve…  ( 4 min )
    A Free, Open-Source Web Application Firewall: SafeLine
    Looking for a free and effective Web Application Firewall (WAF) to protect your websites from attacks? Let me introduce you to SafeLine — a self-hosted, open-source WAF built by security experts at Chaitin Tech, designed specifically for the developer and security community. A Web Application Firewall (WAF) is a security layer that protects web applications from malicious traffic. It typically sits in front of the application as a reverse proxy, monitoring and filtering HTTP/HTTPS requests in real time. WAFs can block common attacks like: SQL Injection (SQLi) Cross-Site Scripting (XSS) Cross-Site Request Forgery (CSRF) Remote Code Execution (RCE) Business logic abuse Zero-day vulnerabilities App-specific exploits (e.g., WordPress, Joomla, Drupal) There are many WAF products out there — co…  ( 4 min )
    How to Properly Implement mat-list and mat-divider in Angular?
    Introduction When developing Angular applications, particularly with Angular Material, you might encounter issues regarding the mat-list and mat-divider components. Many developers wonder whether to use ngFor inside the mat-list or the mat-list-item and how to correctly place the mat-divider. Let’s delve into this topic to clarify which method is best. Why This Issue Arises The confusion around where to implement ngFor and the positioning of mat-divider often stems from how Angular handles component rendering. Using ngFor within the mat-list means that each item is rendered as part of the list itself; thus, the dividers are less likely to show correctly if their placement isn’t considered carefully. Conversely, applying ngFor to mat-list-item makes each list item independent and potentiall…  ( 4 min )
    Revolutionizing Education: How AI is Shaping Personalized Feedback on Online Learning Platforms
    As technology continues to evolve at an unprecedented rate, few sectors remain untouched by its benefits. One domain witnessing significant evolution due to technological advancements is education. The recent surge in online learning platforms takes personalized learning to unprecedented horizons, largely due to the integration of AI (Artificial Intelligence). AI technology is transforming how students learn, how teachers teach, and fundamentally, making education more accessible and customized than ever before. The integration of AI in online learning platforms is revolutionizing the educational landscape by providing personalized feedback. The AI-driven systems analyze learners' performance, discern their strengths and weaknesses, and create customized, adaptive learning pathways, leavin…  ( 4 min )
    Breaking the UAT Bottleneck: How Manual Testing is Killing Your AI Chatbot Launch
    If you've ever been involved in launching an AI chatbot, you know the pain: months of development followed by the seemingly endless purgatory of User Acceptance Testing (UAT). Your team creates brilliant conversational flows and integrations, only to watch your launch date slip further into the future as manual testers slowly work through scenarios. While companies focus heavily on selecting the right frameworks and models for their chatbots, they often underestimate what happens after development: the testing phase. According to recent surveys, nearly 90% of companies acknowledge they need stack upgrades to deploy AI agents—but even with those upgrades, manual UAT remains the silent killer of deployment timelines. Traditional software testing methodologies simply don't scale for conversat…  ( 4 min )
    Questions to ask before you build a knowledge graph
    Are you planning to develop intelligent chatbots that require advanced understanding and interaction capabilities? Is your focus on enabling dynamic, complex research endeavors? Do you want to visualize or monitor asset flows and risks within your organization? Do you aim to unlock siloed data or enhance connectivity between disparate data environments? Knowledge graphs help structure information by capturing relationships between disparate data points. They allow users to integrate data from diverse sources and discover hidden patterns and connections.  ( 3 min )
    What is a Proxy Firewall and How Does It Work?
    A proxy firewall, often referred to as an application-layer or gateway firewall, acts as an intermediary between a user’s system and external servers. Instead of allowing direct communication, it processes and forwards requests on behalf of users. This not only hides internal network details from outsiders but also allows the firewall to thoroughly inspect data before it reaches its destination. Unlike traditional firewalls that operate primarily at the network or transport layer, proxy firewalls operate at the application layer. They intercept requests, evaluate the content, and relay approved traffic. This additional layer of inspection allows for more granular control, helping detect threats embedded in seemingly legitimate requests—such as malware hidden in web traffic or email attachm…  ( 4 min )
    AI Medicine Analyzer – Diagnose Medicines Smarter with Amazon Q
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line I created AI Medicine Analyzer, an intelligent web app that helps users analyze medications using the power of AI. It allows users to type in the name of any medicine and receive: A clear, structured breakdown of its uses, dosage, side effects, precautions, and interactions. AI-powered analysis in natural language, accessible to non-medical users. A dynamic, chat-like interface that feels intuitive and fast. The problem it solves: many patients struggle to understand complex medication instructions or identify drug interactions. This app simplifies that process using LLMs and brings trustworthy drug information to users' fingertips. Try the live app here: https://medilyze.netlify.app Here …  ( 4 min )
    The Ultimate Guide to Cyber Threat Actors: Exploring Hackers, Hacktivists, and Their Tactics
    How can we understand the impact of hackers and hacktivists on global cybersecurity? In today’s interconnected world, cyber threats have evolved from simple pranks to sophisticated operations that can cripple organizations and even nations and really understanding who’s behind these attacks is crucial for proper defense. The digital landscape has become a battleground where diverse actors compete for information, influence, and financial gain. Threat intelligence has never been more vital for organizations seeking to protect their digital assets. Behind every breach and security incident stands a human or multiple humans with specific motivations, skills, and objectives. Recognizing these threat actor profiles allows security professionals to anticipate and counter attacks more effectively…  ( 7 min )
    Open Source Developer Crowdfunding: Empowering Innovation and Sustainability
    Abstract This post dives deep into open source developer crowdfunding, exploring how community-driven funding platforms empower innovation and ensure sustainability in the open source ecosystem. We cover the background, core concepts, practical applications, challenges, and future trends of this innovative approach. Key platforms such as Open Collective, GitHub Sponsors, and Patreon are highlighted, along with strategies to increase transparency and bolster developer motivation. Through tables, bullet lists, and detailed examples, this article provides a technical yet accessible overview that is optimized for both search engines and readers. Open source software (OSS) has revolutionized the way our digital world operates, offering a collaborative environment where developers and communit…  ( 8 min )
    How to Configure Tailwind CSS for Desktop-First Approach?
    Introduction Many developers encounter challenges when adapting their workflow to the mobile-first approach in Tailwind CSS, especially those who prefer a desktop-first design methodology. While Tailwind CSS v3 made this easier through global configuration options, the introduction of Tailwind CSS v4 has made some of these features feel less intuitive. In this article, we will explore how to effectively configure Tailwind CSS v4 to achieve a desktop-first layout while maintaining responsive design principles. Understanding the Desktop-First Approach The desktop-first approach emphasizes designing for larger screens first, and then using media queries to adapt the design for smaller screens. This method allows developers to create a well-structured layout that looks good on large displays b…  ( 5 min )
    My Development Favorite Commands Cheatsheet
    CentOS 8 List any process listening to the given port: lsof -i:5000 kill 12345 Restart nginx server: service nginx restart Run python script in the background: nohup python3 /path/to/app.py & pip3 install -r /path/to/requirements.txt Search Files: Command + shift + F Copy line down: Shift + alt + Down arrow Shift + alt + Up arrow Delete line: Ctrl + shift + K Plugin: Prettier Shift + alt + F  ( 3 min )
    LLM 훈련/추론 시 총 메모리 크기는?
    국내 기업들을 방문해서 AI 인프라 관련 분들을 만나면, 가장 많이 물어보는 질문들 중 하나가 LLM 추론 시 메모리 크기는 얼마나 되는 것인 가이다. 아무래도내부에 가진 서버를 그대로 사용할 것인가? 아니면 신규로 서버를 구매할 것인가?에 대해 LLM을 동작 시킬 때 총 메모리 용량이 얼마나 되는 지 궁금해서 일 것이다. 예를 들어, meta-llama/Meta-Llama-3-8B-Instruct에서 훈련(Training) 또는 추론(Inference)할 때, Tensor Type으로 BF16 이면 메모리 크기는 얼마이며, 몇 장의 GPU를 사용해야 하는가에 대해 묻는다면, 어떻게 답변을 해야 하는지 알아 볼 것이다 메모리 사용량 개략적 계산 = (모델 파라미터 * 2) + 파라미터의 2 - 3배 BF16(bfloat16)은 FP16과 마찬가지로 16비트 정밀도를 사용하므로, 기본적으로 모델 파라미터*자체가 차지하는 메모리는 FP16 대비 큰 차이가 없음. AdamW 와 같은 옵티마이저 상태나 그래디언트, 중간 활성화 (activations) 등으로 인해 실제 요구되는 메모리는 2~3배 가량 될 수 있음. 계산식: (16 * 2) + (16GB * 2 or 16GB * 3) = 32GB + (32 or 48 )GB = 64 or 80 GB BF16 타입으로 풀 파인튜닝(Full fine-tuning)시 단일 GPU으로는 최소 40GB 이상, 안정적인 배치 크기 확보를 위해서는 A100/H100 80GB급이 1장이 권장 80GB H100 1장으로 분산 학습을 활용해도 충분히 학습이 가능함.…  ( 4 min )
    🧠🚀Open project for discussion: OS Against Porn - Anyone interested in implementing it?🧩
    Hello, I have an ambitious technical idea that I hope to share with the community of developers and cybersecurity specialists: Given the widespread prevalence of pornographic content online, and the difficulty of controlling it through traditional blocking or weak censorship tools, I've come up with a new system: 🔐 An "ethical operating system" (for smart devices – such as Android, iOS, and Windows) built from the ground up on the principle of: "Completely blocking any type of pornographic content, whether visual or textual, whether on websites, apps, search engines, or social networks." 💡 Key features of the idea: Its protection cannot be hacked or changed (such as the inability to install an alternative system). It can be installed on children's devices, school devices, or even the devices of adults who want to protect themselves. It doesn't rely solely on blocking a specific site, but rather on real-time content analysis. A clean app store and a clean built-in search engine. 🧱 Technically: Or as a distribution for children, schools, or conservative environments. Or even as a layer of security added to existing systems (e.g., Android). 🎯 The goal is not to impose censorship, but rather to provide a safe, ethical, and educational alternative. 🤝 I'm looking for: Interested programmers. Note that I'm only 16 years old. The goal is to find someone who will embrace this idea. Suggestions for improving the idea. Any technical or community support is possible. Do you think this type of system could make a real difference? opensource privacy cybersecurity idea  ( 3 min )
    How do you develop code for an FPGA?
    Developing code for an FPGA (like your DE1-SoC) involves several key steps that differ from traditional software development. Here's a comprehensive guide: 1. Design Phase a) Hardware Architecture Design Identify components needed: Data paths Control logic Memory interfaces I/O peripherals Consider clock domains and timing requirements b) Choose Your HDL Verilog: C-like syntax, popular in industry VHDL: Strongly typed, common in defense/aerospace SystemVerilog: Enhanced Verilog with verification features HLS (High-Level Synthesis): C/C++ to HDL (e.g., Intel HLS) 2. Coding Phase a) RTL Coding (Register Transfer Level) verilog module pwm_generator ( input clk, input reset, input [7:0] duty_cycle, output reg pwm_out ); reg [7:0] counter; always @(posedge clk or posed…  ( 4 min )
    Kotlin vs Java: Which is Better for Android Development?
    Kotlin vs Java: Which is Better for Android Development? Android development has evolved significantly over the years, and two programming languages dominate the ecosystem: Java (the traditional choice) and Kotlin (the modern alternative). If you're starting a new Android project or considering migrating an existing one, choosing between Kotlin and Java is a critical decision. In this article, we'll compare both languages in terms of performance, syntax, community support, and long-term viability to help you decide which is better for Android development. A Brief History of Java and Kotlin in Android Java: The Veteran Java has been the official language for Android development since the platform's inception in 2008. It’s a mature, object-oriented language with a vast ecosystem of libraries…  ( 4 min )
    Why Is WorkflowExecutionInfo.memo Empty After Upsert in TypeScript?
    Introduction Are you facing an issue where WorkflowExecutionInfo.memo is empty even after successfully calling upsertMemo in your TypeScript application? This can be frustrating, especially after seeing the memo correctly set in your workflow execution output. Let’s dive into why this issue might occur and how to address it effectively. Understanding the Issue The main problem stems from the timing and lifecycle of updating the memo in your workflow executions. When you call the upsertMemo method, it is crucial to ensure that the memo is set correctly and acknowledged before you attempt to retrieve it from the workflow executions. In your code, the memo appears to be set successfully, as confirmed by the output of console.log. However, the memo is not persisted as expected when viewed thro…  ( 5 min )
    100DaysOfCode — Day 13
    Day 13: Today I am diving in viewcontrollers in #Xcode. Building functions for a todo app. Creating classes for the UI and functions to add tasks.  ( 3 min )
    Open Source Capitalism in the Global South: Opportunities, Challenges and Future Innovations
    Abstract This post explores the concept of Open Source Capitalism in the Global South. We discuss how low-cost, collaborative models—empowered by blockchain and tokenized licensing models like the Open Compensation Token License (OCTL)—can foster local innovation, reduce dependency on expensive proprietary software, generate job opportunities, and promote community-driven sustainability. We also evaluate the unique challenges these regions face – from limited infrastructure and funding gaps to legal frameworks and digital divides – and propose strategies that include government support, innovative funding models, and localized education programs. Furthermore, we compare Open Source Capitalism with traditional paradigms using tables and bullet lists, and we provide insights and links from…  ( 9 min )
    Step by Step: How To Start Learning Web3
    Due to the high salaries of web3 developers in the blockchain sector, many aspiring and seasoned web2 developers aim to learn web3 development. According to platforms like Web3 Careers, Senior Software Engineers with development experience in Solidity can earn a starting salary of $200,000 a year, and as remote-first work on dispersed teams is typical for many web3 firms, many developers find working in web3 to be an appealing career path. SOURCE: Remote Solidity Jobs – April 2025 (web3.career) With all the buzz surrounding blockchain technology and investments in web3 businesses, developers are left wondering how to get started learning web3 development and working in the web3 sector. Fear not fellow developers! In this article, we will explore a step-by-step guide on how to start learni…  ( 7 min )
    How AI is Learning to Decode Animal Languages through Urban Noise
    Introduction: Can AI Really Talk to Animals? By studying how animals talk—even when surrounded by noise—AI might one day help humans "talk" to animals. This isn’t just fun; it can also help protect animals and learn more about the natural world. Let’s dive into the world of animals, AI, and city noise! Chapter 1: Birds chirp to call their friends or warn others about danger. Dolphins whistle and click to talk in the ocean. Dogs bark, growl, and wag their tails to show how they feel. Bees do a dance to show others where to find flowers. Even though these "languages" are not the same as human speech, they are still ways of sharing important messages. Scientists want to understand these messages better. That’s where AI comes in. *Chapter 2: * Voice assistants like Siri or Alexa Self-driving …  ( 7 min )
    TimeWise – Your Personalized Daily Schedule Generator using AWS PartyRock
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    오픈 소스와 오픈 웨이트의 차이점
    흔히 IT 관련 미디어를 보면, 메타 라마가 오픈소스라고 많이 적혀져 있다. 물론 이것은 메타가 그렇게 주장하고 있지만, 정통 인공지능 개발자들 사이에서는 이러한 메타 라마가 오픈소스인가 아닌가에 대한 개념 논쟁이 많이 벌어졌다. 이게 무슨 말이냐고 하면, 100% 풀 오픈 소스냐? 아니면 가중치만 공개한 모델이냐? 에 대한 논쟁이다. 우리가 흔히 오픈소스(OpenSource)라고 하는 말은, 누구나 자유롭게 활용, 수정, 재배포할 수 있는 라이선스”라는 의미로 쓰인다. 실제로는 OSI(Open Source Initiative)가 공인한 라이선스인지, 아니면 사용 제한 조항(예: 비영리 사용만 가능 등)이 있는 “준(準)오픈소스” 형태인지를 구분해야 한다. 그렇다면, 이에 대해 한 번 알아보자! 현재 LLM 중에서 OSI가 승인한 오픈소스 라이선스는 다음과 같다. 종류: GPT-Neo 시리즈, GPT-J-6B**, GPT-NeoX-20B, Pythia 등 라이선스: 보통 Apache-2.0 또는 MIT (둘 다 OSI 승인) 특징 학습 코드와 모델 가중치를 공개 상업적 이용, 2차 재배포, 파생 모델 작성 모두 가능 라이선스: 보통 Apache-2.0 또는 MIT (둘 다 OSI 승인) 특징 “Base” 체크포인트는 완전한 오픈소스 단, “Instruct”나 “Storywriter” 버전은 상업적 이용/2차 저작 제한이 있는 별도 라이선스(MPL)를 적용하므로 주의 라이선스: CC-BY-SA-3.0 (또는 CC-BY-SA-4.0) 계열 + 모델 가중치에 대한 Databricks 에서 자체 공지 CC…  ( 4 min )
    How to Handle Surrogate Characters in UTF-8 Conversion in C?
    Converting wchar_t to UTF-8 may seem straightforward, but handling surrogate characters can complicate the process. In this article, we will delve into how wctomb works and explore alternative methods for converting surrogate characters to their UTF-8 equivalents. Understanding wctomb The wctomb function in C is designed to convert a wide character (of type wchar_t) to a multibyte character (typically in UTF-8 encoding). However, it has its limitations when it comes to surrogate pairs, which are a special way of encoding characters that are outside the Basic Multilingual Plane (BMP) in Unicode. These characters range from U+D800 to U+DFFF. When trying to convert these values using wctomb, you might encounter unexpected results. The Issue with Surrogate Characters Surrogate characters are…  ( 5 min )
    OpenSea and Open Source Licensing: Navigating the Digital Marketplace
    Abstract: This post explores the evolution of OpenSea and the impact of open source licensing on digital marketplaces. We discuss the background of NFTs and blockchain technology, detail core concepts and features of open source licensing, and analyze practical applications and ethical considerations in marketplaces. We also provide use cases, challenges, and a future outlook focused on innovation, sustainability, and cross-platform collaboration. Intertwined with technical depth and accessible language, this post helps readers and developers understand how NFT platforms and open source technologies coexist and shape a decentralized digital economy. In recent years, digital marketplaces have undergone a revolutionary transformation thanks to blockchain technology and non-fungible tokens (…  ( 9 min )
    Understanding MySQL Composite Indexes: Structure, Search Behavior, and Optimization Principles
    In relational databases like MySQL, indexes are the foundation of efficient data retrieval. Among various indexing strategies, composite indexes — those spanning multiple columns — offer significant performance advantages when dealing with complex queries. This article takes a deep dive into the structure of composite indexes in MySQL, their search behavior, and the rationale behind the leftmost prefix rule. Composite Index Storage Structure As we’ve discussed earlier, let’s now refer to a previously mentioned Q&A example to explore today’s topic: the storage structure of composite indexes. In a user-submitted question about composite index storage structure, someone gave the following answer: Table T1: (a int primary key, b int, c int, d int, e varchar(20)) create index idx_t1_bcd on t1…  ( 6 min )
    TWCT-T-D55: The Iron Throne of Current Sensing
    In the smoldering forges of Old Valyria, where currents roar like dragons and energy flows like wildfire, there sits a silent sovereign—the TWCT-T-D55. Forged in the fires of precision and crowned with 1% accuracy, this current transformer rules the Seven Realms of energy monitoring with the ruthlessness of Tywin Lannister and the cunning of Littlefinger. Let us bend the knee to the unyielding guardian of amps and volts. Chapter 1: The Forge of Dragonstone TWCT-T-D55 is no mere ironborn gadget. Cast in the Foundries of Valyrian Steel, it wields powers lost to lesser sensors: Dragonflame Precision: Measures 200A with 1% accuracy—sharper than Oathkeeper’s edge. Why it shatters the old order: Legacy CTs: Clumsy as Hodor, bumbling through phase shifts and kWh errors. Chapter 2: The War of Five Circuits The Battle of Blackwater Bay (Smart Factories): TWCTs stalk energy vampires like Arya’s List, slashing waste with Needle-like precision. “Chaos isn’t a pit. It’s a $15k savings,” they whisper. The Siege of Highgarden (Solar Farms): Guards solar arrays against hail storms and incompetence, steadfast as Brienne’s oath. “No panel left behind.” The Red Wedding (EV Chargers): Halts faulty chargers mid-zap, sparing Teslas from becoming Dothraki funeral pyres. “The North remembers… proper grounding.” The Words of House TWCT Size: Slimmer than a Braavosi blade (55mm), deadlier than a Dornish spear. The Dragons of Innovation The Dark Threats Beyond the Wall Legacy CTs: Bloat like Robert’s waistline, guzzling space and sanity. The Prophecy of the Prince That Was Measured The TWCT-T-D55 shall unite the grid.” Epilogue: Winter is Here (And It’s Electrified) References The Song of Silicon & Sparks (Maester Luwin’s Tech Scrolls) Fire & Wire: A History of Valyrian-Grade Sensors (Dragonstone Archives) A Clash of Currents (King’s Landing Energy Reports)  ( 4 min )
    Concurrency in Python
    Fundamentals of Concurrency Concurrency: Managing multiple tasks simultaneously to improve responsiveness. Threads and asyncio operate on a single processor, switching tasks. Multiprocessing achieves true parallelism by using multiple CPU cores. Parallelism: Running tasks literally at the same time on different processors. Types of Tasks: I/O-Bound: Limited by input/output operations (e.g., network, file system). CPU-Bound: Limited by the processor's computational power. Concurrency Models Threading: Use for I/O-bound tasks. Managed by the OS (preemptive multitasking). Python module: threading, concurrent.futures.ThreadPoolExecutor. Asyncio: Best for I/O-bound tasks. Uses cooperative multitasking (tasks decide when to yield control). Requires…  ( 11 min )
    X官方API获取KOL(目标账号)粉丝量
    def get_user_followers_count(user_id): """ 获取目标用户的粉丝量(不需要oatuth2.0 回调地址验证) user_id: 'int' '39335320' return: int """ url = f"https://api.twitter.com/2/users/{user_id}?user.fields=public_metrics" headers = {"Authorization": f"Bearer {BEARER_TOKEN}"} response = requests.get(url, headers=headers) response.raise_for_status() return response.json()["data"]["public_metrics"]["followers_count"]  ( 2 min )
    How BIMI Integrates with Email Authentication Protocols
    In a world of growing email threats, a brand impersonation is one of the most damaging and widespread forms of phishing. As we know that organizations need more than just secure email delivery — they need visible proof of authenticity. That is why BIMI (Brand Indicators for Message Identification) comes into play. Actually BIMI allows brands to display their logo directly in recipients’ inboxes, that offering visual trust and higher engagement. However, for BIMI to function, it must depend on strong email authentication protocols already in place. BIMI is a standard that lets organizations to publish their brand logo in a specific format (SVG) through DNS. When supported by the mailbox provider, actually the logo appears next to the authenticated emails in the recipient’s inbox. This not …  ( 5 min )
    What Content to Create and How to Publish It, Part 2
    Overview In today's digital landscape, creating compelling and polished content is essential for capturing and retaining audience attention. The publication should not be overly dense or difficult to read. 2500 words. On the other hand, the size should not be too small, where it can be consumed in just one minute. 800 words as the smallest size for a publication. An important point to note is the absence of any formatting symbols in the publication, such as or   . There is a recommendation for citations to be formatted as in-line links, with any recommended reading listed separately. If you use tables in your publications, please make sure that columns with less content are placed towards the end of the table, and vice versa. Additionally, I suggest placing more important columns at th…  ( 5 min )
    GitHub MCP with Amazon Q CLI
    Hi 👋, let's explore some MCP stuff with the amazon q developer cli. We shall try onboarding a new nextjs app with boilerplate code on GitHub in this exercise. We then just clone the code to our machine and run it locally. Let's get started 🚀 Install the q cli. brew install amazon-q Once installed open Amazon Q from the launchpad and follow the instructions there to integrate Q with shell, and then login with a builder ID. Let's create a directory where we can keep our mcp code. mkdir app-onboarding-with-q cd app-onboarding-with-q We can now add the github mcp config. Create a personal access token on github developer settings with access to All repositories and read and write permissions for Administration and Content. Add the mcp configuration in the directory on the file .amazonq/m…  ( 5 min )
    Python
    A post by Jerome-Chauncey  ( 2 min )
    Is There a TypeScript Interface for Custom Element Callbacks?
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    🤖 Automate Invoicing & Payments with AI Agents: Better Finances for Developers
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    Automating WhatsApp with Venom Bot: A Complete Guide
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    How to verify smart contract with parameters after deploying with TRON-IDE?
    Hello, everyone, plz help me. "Please confirm the correct parameters and try again". My contract's constructor has 3 parameters, but "Constructor parameters" form is disabled in tronscan so I can't manually do. I don't wanna redeploy it because the fee is too high in TRON. I don't know how to solve it out.  ( 3 min )
    10 Hidden GitHub Gems That'll Make You Go "Holy Forking Repositories!"
    Hey there, code adventurer! 👋 Remember that time you stumbled upon a GitHub repo that made you want to high-five your screen? Well, buckle up, because we're about to embark on a treasure hunt through the vast seas of GitHub, uncovering 10 mind-blowing repositories that somehow slipped under your radar this year. Trust me, I've been there – drowning in a sea of code, desperately seeking that one magical tool or library that'll make my developer life a tad easier (or at least more interesting). So, grab your favorite caffeinated beverage, and let's dive into these hidden gems together! Ever felt like your web designs were a bit too... perfect? Enter Rough.js, the library that adds a hand-drawn, sketchy feel to your graphics. It's like giving your website a charming bedhead look – effortle…  ( 6 min )
    Understanding AWS Global Accelerator: How It Routes Traffic Through a Private Network for Faster Performance
    In today's world of highly distributed applications, performance, reliability, and low latency are critical for providing a seamless user experience. For businesses operating globally, ensuring that their applications are fast and responsive no matter where their users are located is a major challenge. This is where AWS Global Accelerator comes into play. In this article, we'll explore how AWS Global Accelerator works, specifically how it routes traffic through AWS's private global network and how it helps you deliver faster and more reliable experiences for your users, even when they are located far from your application's origin. AWS Global Accelerator is a service that improves the availability and performance of your global applications by routing traffic through AWS's vast network of …  ( 6 min )
    Riding the New Wave: How Arbitrum is Revolutionizing the Crypto Space
    Abstract In this post, we dive deep into the technological innovations of Arbitrum—a Layer 2 Ethereum scaling solution that is revolutionizing the blockchain space. We explore its background, core features, applications in areas such as NFT marketplaces and DeFi, challenges it faces, and what the future may hold. By examining technical details, interoperable benefits, and current debates around security and scalability, readers will acquire a well-rounded understanding of Arbitrum’s role in the crypto ecosystem. For more information, refer to the original article Riding the New Wave: How Arbitrum is Revolutionizing the Crypto Space. The blockchain landscape is continuously evolving, and solutions that address scalability have become crucial for sustainable growth. Arbitrum is one such in…  ( 8 min )
    Interviewing Software Developers: From Junior to Architect in a Single Programming Task
    Over the years, I’ve interviewed around 100 software developers at Google and roughly the same number across my own companies. One thing has become very clear: Resumes don’t work. They’re too noisy. You get flooded with titles, buzzwords, and irrelevant project summaries. So I distilled everything down to one single task. One prompt I can give to anyone — junior or architect — and instantly get a signal. The task? Write a library that calculates the sum of a vector of values. That’s it. No extra requirements. The beauty is that it looks trivial — but the depth reveals itself as the candidate explores edge cases, generalization, scalability, performance, and design. Most junior candidates start like this: int Sum(int* data, size_t num_elements) { int result = 0; for (size_t i = 0; i…  ( 5 min )
    Nix Flake Templates
    Nix is now central to how I structure my workstation setups and manage development and production environments across my projects. Over time, I found myself repeating certain setups. This post is a short note on how I started working with Nix Flake templates to avoid or reduce this repetition. I am actively using Nix from my workstation setup to development environments, from Docker image builds to CI/CD pipelines, and even on production servers. One of the themes that comes up often is provisioning a codebase, a development environment and packaging configuration for a new project. What I usually do is check one of my previous projects and copy the relevant parts of the flake.nix file or default.nix and shell.nix files to the new project. It does not require too much effort. At the end, N…  ( 6 min )
    India vs China: Who’s Winning the AI Race in Asia in 2025?
    With both nations investing billions into AI research, startups, and infrastructure, the world watches closely to see who will lead. The India vs China AI Race 2025 is shaping the global tech narrative and redefining Asia’s innovation ecosystem. China has long held the reputation as Asia’s AI powerhouse. With early investments in AI back in the 2010s, the country built a robust ecosystem backed by tech giants like Baidu, Tencent, and Alibaba. By 2025, China is leveraging its massive datasets, surveillance technology, and state-driven AI strategy to maintain a lead in areas such as: • Facial recognition and biometric surveillance The Chinese government’s National AI Plan, aimed to make China the world leader in AI by 2030, has shown significant milestones already achieved in 2025. While Chi…  ( 5 min )
    Assistente Pessoal de IA nos Seus Dados. Parte 1: Vector ChromaDB + DeepSeek | GPT
    Olá a todos! Hoje gostaria de abordar um tema que interessa a muitos: a conexão de um modelo de linguagem grande como DeepSeek ou ChatGPT com sua própria base de conhecimento. Neste artigo, vou explicar detalhadamente os princípios dos bancos de dados vetoriais e por que eles podem ser usados como parte da conexão da sua base de conhecimento com redes neurais “grandes” já prontas. Como exemplo, vamos considerar a busca na documentação da Amverum Cloud. Amverum Cloud é uma alternativa ao Heroku mais barata e fácil de implantar, com domínios gratuitos, armazenamento persistente incluído e a possibilidade de atualizar projetos via git push amverum master. Atualmente estamos desenvolvendo ativamente um agente de IA que ajudará os usuários a implantar projetos na nuvem, eliminar erros no código…  ( 27 min )
    Asistente personal de IA para tus datos. Parte 1: Vector ChromaDB + DeepSeek | GPT
    ¡Hola a todos! Hoy me gustaría abordar un tema de interés para muchos: la conexión de un modelo de lenguaje extenso como DeepSeek o ChatGPT con su base de conocimiento. En este artículo, les explicaré detalladamente los principios de las bases de datos vectoriales y por qué pueden utilizarse para conectar su base de conocimiento con redes neuronales extensas ya preparadas. Como ejemplo, consideremos consultar la documentación de Amverum Cloud. Amverum Cloud es una alternativa a Heroku más económica y fácil de implementar, con dominios gratuitos, almacenamiento persistente incluido y la posibilidad de actualizar proyectos mediante Git Push Amverum Master. Actualmente estamos desarrollando activamente un agente de IA que ayudará a los usuarios a implementar proyectos en la nube, eliminando e…  ( 27 min )
    How to Fix 'file format not recognized' Error in Vagrant GDAL Build?
    Introduction If you're encountering the 'file format not recognized' error while building the GDAL project using Vagrant, you're not alone. Many developers face issues when compiling C/C++ projects, especially when working within virtual environments like Vagrant. This article will explore why this issue may occur and provide a step-by-step guide to troubleshoot and solve the problem effectively. Understanding the Issue The error message 'file format not recognized' during the linking stage of the GDAL build process typically indicates that the linker (ld) is having trouble with a specific shared object file, particularly in the context of the build environment used. This often arises from discrepancies between the build tools or library versions installed in your Vagrant box and those exp…  ( 5 min )
    A Comprehensive Guide to Backend Development
    Backend development is the backbone of modern web applications. It manages server-side logic, data handling, authentication, and API communication. In this post, we’ll explore backend dev using a JavaScript-first approach — with Node.js, Express.js, and MongoDB as core tools. Backend dev involves: Managing servers Handling databases Writing business logic Serving REST APIs JavaScript (Node.js) – Great for full-stack JS Python – Django, Flask Java – Spring Boot PHP/Ruby – Mature, flexible choices SQL: PostgreSQL, MySQL NoSQL: MongoDB, Cassandra Use REST APIs to perform CRUD operations over HTTP (GET, POST, PUT, DELETE). Tools like Express.js make building APIs fast and flexible. Express.js (Node) Django (Python) Spring (Java) ORMs help abstract SQL: Prisma (Node.js) Hibernate (Java) Django ORM (Python) Middleware: Auth, logging, request validation Authentication: JWT, sessions, OAuth File Uploads: Multer for handling media Third-party APIs: Stripe, SendGrid, Google Login Using JavaScript for both frontend and backend keeps your codebase consistent and efficient. With Node.js + Express.js + MongoDB, you get speed, scalability, and simplicity. Backend development is essential to building robust, secure, and performant applications. Whether you’re building APIs, managing databases, or integrating third-party services — the backend is where the real logic lives. Want to level up? Start building real-world projects and practicing these concepts today. 📢 If you enjoyed this post, feel free to ❤️ or save it. 💬 Drop a comment: What's your current backend stack?  ( 3 min )
    Building Better Software: Lessons from Industry for Scalable Systems 🏗️💻
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    How to Create an Accessible UI with Bootstrap
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    Seamless Jenkins Migration Across Platforms Using Docker Compose
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    What Is the Role Of Delegates in Objective-c in 2025?
    Objective-C has long been a mainstay in the development of applications for iOS and macOS. Despite the rise of Swift, Objective-C remains a relevant and powerful language, particularly for maintaining legacy code and integrating with newer Swift code bases. As we move into 2025, understanding core patterns like delegation continues to be vital for developers working with Objective-C. Delegation is a design pattern used in Objective-C to pass messages between objects and to provide a mechanism for customization of behavior. It allows one object to delegate tasks to another, enabling a clear separation of responsibilities and enhancing the modularity of applications. Typically, a delegate object implements methods from a protocol to respond to certain events or actions occurring in the deleg…  ( 4 min )
    Rust 101: the fundamentals
    Hello learner’s, in this article, we will discuss about the Rust language fundamentals. We’ll explore why we need Rust, What it is? And Core philosophy behind the language. Rust programming language was started in 2006 as personal project, in 2009 Mozilla sponsored project, in 2015 Rust 1.0 was released. Rust is general-purpose, multi-paradigm system programming Language. It’s designed for performance critical tasks, often handled by languages such as C and C++, used in operating systems, embedded systems, game engines etc. It also offers flexibility for command-line tools, web development and more. Essentially, rust achieves this low-level control and performance without requiring a garbage collector. Rust is built on key pillars: Safety: Rust guarantees memory safety at compile time, eli…  ( 3 min )
    Replacing Lambda Triggers with EventBridge in S3-to-Glue Workflows
    In one of our production data platforms, we used Lambda functions to trigger AWS Glue jobs every time a file landed in an S3 folder. That setup worked fine when there were only two or three data sources. But as the system expanded to support more than 10 folders, it required deploying and maintaining an equal number of nearly identical Lambda functions, each wired to specific prefixes and jobs. The architecture became increasingly brittle and harder to manage. This post outlines how that structure was replaced using EventBridge, with prefix-based filtering and direct Glue job targets. No Lambda. No maintenance overhead. Using S3 events to trigger Lambda comes with several limitations: A single Lambda function can’t be mapped to multiple S3 prefixes Each one requires separate deploymen…  ( 5 min )
    Encapsulation
    To Understand Encapsulation please do check out last post Encapsulation is like a medicine capsule: the outer shell hides the complex ingredient inside, delivering only the intended effect to your body. You don't need to know the chemical makeup to benefit from it. Encapsulation is achieved through the use of access modifiers. Python primarily uses two types of access modifier. Private: Accessible from anywhere. Public: Accessible only within the class. Similarly, in programming, encapsulation wraps data and methods in a class, exposing a simple, controlled interface while keeping the internal details private and secure. Let say I want to make "model" attribute private so that nobody can manipulate the model name. So make it private just add '__model' So, question arise if we can't access attribute but we can access function which include the private attribute. Think of like if we have attribute which you don't want get manipulated then make it private.  ( 3 min )
    How to Fix CarouselView Not Displaying Images in MAUI
    Introduction If you're developing a MAUI application and are facing issues with the CarouselView control not displaying images from an ObservableCollection, you are not alone. This article will address why images may not show up in your CarouselView, even when the same image sources work perfectly with a standard Image control. Understanding CarouselView in MAUI The CarouselView in .NET MAUI is designed to display a collection of items in a swipeable format. Each item can be customized using a DataTemplate, which lets you define how each item appears. Typically, developers use ObservableCollection to bind dynamic data to CarouselView because it notifies the view of changes. However, while you may see indicators appear correctly, images may not load as expected. Common Issues with CarouselV…  ( 4 min )
    What Is the Purpose Of Dynamic Typing in Objective-c?
    Objective-C, a primary programming language used for macOS and iOS development, has always been appreciated for its unique blend of C's efficiency and Smalltalk's dynamism. A critical feature that sets it apart from other languages is its support for **dynamic typing**. This allows for a flexible development process that enhances code modularity and adaptability. But what truly is the purpose of dynamic typing in Objective-C? ## What is Dynamic Typing? Dynamic typing refers to the ability of a programming language to determine the type of an object at runtime, rather than during compile-time. This contrasts with static typing, where the type of an object is known and enforced during compilation. In Objective-C, this means you do not have to specify the class type of an object, providing …  ( 4 min )
    Using Tailwind JIT Mode for Faster Development
    If you're still not using Tailwind CSS JIT (Just-in-Time) mode in your development workflow, you're seriously missing out on one of the biggest productivity boosts Tailwind has ever introduced. The JIT compiler doesn't just make your builds faster—it fundamentally changes the way you write utility-first CSS. Once you try it, there’s no going back. Let’s break down why it's a game-changer for modern frontend developers, and how to make the most of it. JIT mode was introduced as a way to: Compile only the CSS classes you actually use Instantly reflect changes as you code Drastically reduce build times and output file size Enable dynamic class generation Instead of scanning your entire project ahead of time, it compiles your CSS on-demand as you save files. That means faster feedbac…  ( 4 min )
    How to Select N Messages with Sum of Verbosity Less than N?
    Selecting messages with a specified sum of verbosity can be challenging in SQL, especially when the goal is to find all messages where the sum of a specific column stays below a certain threshold. In this case, we want to find messages from a table with a specified verbosity value such that the summed values of verbosity for a given set of rows remain under a specified limit, N. Understanding the Problem In our example, we have a simple table named messages, which contains two columns: id and verbosity. Given the entries: | id | verbosity | |----|-----------| | 1 | 20 | | 2 | 20 | | 3 | 20 | | 4 | 30 | | 5 | 100 | When we wish to choose rows whose sum of verbosity is less than a certain value, say N = 70, we expect to select the rows with ids 1, 2, an…  ( 4 min )
    How to Fix Capybara-Webkit Installation Errors on Ubuntu?
    Installing gems in Ruby often encounters hurdles, especially when transitioning environments, such as from Mac to Ubuntu. If you've tried installing the capybara-webkit gem on your Ubuntu machine and faced errors, you're not alone. The Gem::Installer::ExtensionBuildError indicates that the system is unable to compile the native extensions needed for the gem. In this guide, we will explore common causes of this error and provide a detailed, step-by-step solution to get capybara-webkit installed on your Ubuntu setup. Why Does the Installation Fail? The error you've encountered usually stems from several key issues: 1. Missing Dependencies The capybara-webkit gem depends on specific libraries and dependencies that must be present on your Ubuntu system. If these libraries are missing, the inst…  ( 4 min )
    Components structure in '/apps' route in open source ACI.dev platform.
    In this article, we are going to review components structure in /apps route in ACI.dev platform. We will look at: Locating the /apps route apps folder Components structure in apps/page.tsx This /apps route loads a page that looks like below: ACI.dev is the open source platform that connects your AI agents to 600+ tool integrations with multi-tenant auth, granular permissions, and access through direct function calling or a unified MCP server. ACI.dev is open source, you can find their code at aipotheosis-labs/aci. This codebase has the below project structure: apps backend frontend frontend ACI.dev is built using Next.js, I usually confirm this by looking for next.config.ts at the root of the frontend folder. And there is a src folder and app folder inside this sr…  ( 4 min )
    🎉 Introducing AHA! – Tavrn’s Spotlight for Amazing Communities
    Originally posted on https://blog.tavrn.top No, it’s not an acronym. It doesn’t stand for anything. But it does stand for something special. At Tavrn, we’re all about bringing people together in meaningful ways — and AHA! is one of our biggest steps in that direction. It’s our version of server discovery, but it’s so much more than a list of “popular” rooms. AHA! highlights the most active, engaging, and community-driven spaces on Tavrn. And the best part? It’s open to you. AHA! is a curated spotlight for standout servers on Tavrn. These are the communities you want to join — the ones where the chat’s always alive, the vibes are great, and something cool is always going on. Servers accepted into the AHA! Program are featured more prominently across Tavrn, from search results to homepage sh…  ( 4 min )
    Suna AI: Open-Source General Software: Cost and Deployment Tutorial🔥
    Recently, there's been a highly similar, truly open-source project Suna resembling Manus . The developer claims to have completed the development in a small villa in just 3 weeks, and enthusiastically shared a short video using a banana microphone. The Suna open-source address is: https://github.com/kortix-ai/suna Blog Introduction: Suna AI: the Open Source General AI Agent It topped the Github Trending chart on April 25, 2025, making it a must-try. This project relies on many online services. It took me more than 3 hours to get it running. The result after running is shown in the figure. After deploying locally, the project defaults to calling the claude-3-7-sonnet-20250219 model, and a task consumes $0.89 worth of tokens. Currently, recharging $5 to Claude requires an additional $0.…  ( 5 min )
    How to Fix Rust Borrowed Data Escaping Error in Debug
    Introduction In Rust programming, a common error developers encounter is the 'borrowed data escapes outside of method' error. This typically happens when a reference does not match the expected lifetime, causing issues during compilation. In this article, we'll explore the reasons behind this error and how you can fix it to successfully print data from your NodesHeap structure while implementing the Debug trait. Understanding the Borrowed Data Error When you implemented the fmt::Debug for your NodesHeap, you're trying to generate a debug representation of your data structure using an iterator. The specific error you received states that the borrowed data escapes outside of the method. This issue arises because in your implementation of the get_all function, the return type NodesHeapIterato…  ( 5 min )
    🧠 State Management in Flutter: Choosing Between Bloc, Riverpod, and Provider
    Flutter makes building beautiful UIs fast and fun — but what happens when your app starts growing? When screens need to react to shared data? That’s when state management becomes essential. In this blog, we'll demystify state management in Flutter and help you decide between Bloc, Riverpod, and Provider — three of the most popular approaches in the Flutter ecosystem. State refers to the data your UI depends on. For example: A counter’s value Whether the user is logged in The list of items in a shopping cart State management is how we keep the UI in sync with the data — especially when multiple widgets care about the same data or when data changes over time. There are two broad types: Local state (e.g., setState inside a single widget) Global/shared state (e.g., auth status, theme, user pre…  ( 5 min )
    Why does fieldClass.getDeclaredFields() return empty in JDK 17?
    Introduction If you're using Java Development Kit (JDK) 17 and noticing that your call to fieldClass.getDeclaredFields() returns an empty array, you're not alone. Many developers have encountered this issue when attempting to retrieve field information from classes in the Java Reflection API. The Java Reflection API is essential for inspecting classes at runtime, allowing developers to gather information about fields, methods, and constructors programmatically. However, certain security restrictions in JDK 17 can lead to unexpected behavior, including the inability to reflectively access declared fields in classes like Field.class from the java.lang.reflect package. Understanding the Root Cause In JDK 17, Java introduced a more robust module system that enforces strong encapsulation by def…  ( 5 min )
    UI vs. UX: Kein alter Hut! Der Unterschied einfach erklärt (und warum du beides brauchst)
    Hey Devs & Design-Fans! 👋 UI? UX? Schon mal gehört, aber immer noch ein bisschen unsicher, was genau was ist und wo der Unterschied liegt? Damit bist du nicht allein! Die Begriffe schwirren überall herum, werden aber oft durcheinandergeworfen. Keine Sorge! In diesem Post zerlegen wir die beiden Konzepte, schauen uns an, was sie bedeuten, wie sie zusammenspielen und warum du für ein erfolgreiches digitales Produkt – egal ob Website oder App – unbedingt beides auf dem Schirm haben musst. Lass uns Klarheit schaffen! 😊 Fangen wir mit UX an. User Experience (Nutzererfahrung oder Nutzererlebnis) beschreibt das Gesamterlebnis und die Emotionen, die eine Person bei der Interaktion mit einem Produkt (z.B. einer App, Website, Software) hat. Es geht darum, wie sich die Nutzung anfühlt: Ist es ein…  ( 6 min )
    Disposable emails: What they are, Why they exist, and how to handle them in your app
    This article is created by Logto, an open-source solution that helps developers implement secure auth in minutes instead of months. Imagine this: You find a free online tool that promises to generate the perfect resume. You’re excited — until you hit the final screen: “Enter your email address to download your resume.” You pause. You don’t want your inbox cluttered with endless promotional emails. You just need that one quick download. This is exactly where disposable email addresses come into play — a clever invention built for moments like this. A disposable email address is a temporary, throwaway email you can use instead of your real one. Think of it like a rental umbrella — perfect for a sudden rainstorm, but not something you’d rely on forever. Services like 10 Minute Mail, Temp Mai…  ( 6 min )
    What makes a good identity and access management solution
    This article is created by Logto, an open-source solution that helps developers implement secure auth in minutes instead of months. After serving business customers and developers for over three years, we at Logto have gained a deep understanding of the challenges and needs that companies face in the identity and access management (IAM) space. Based on our practical experience, daily conversations with users, and tracking industry trends, we have a clearer view of what makes a good IAM solution. In this article, I would like to share some of our thoughts and lessons learned. IAM is the gateway to any application. It is often the first thing users see. A difficult or confusing system not only increases the workload for developers but also directly hurts the experience of end users. We beli…  ( 8 min )
    What is fine-tuning in AI?
    Fine-tuning in Artificial Intelligence (AI) refers to the process of taking a pre-trained model and adapting it to a specific task or dataset. Pre-trained models, especially large ones like GPT (from OpenAI) or BERT (from Google), are initially trained on massive datasets using general-purpose data. These models learn a broad understanding of language, patterns, or image features. However, for specialized tasks—like medical diagnosis, legal document analysis, or customer sentiment detection—fine-tuning helps the model learn domain-specific nuances. The process involves continuing the training of the model with a smaller, task-specific dataset while adjusting the model’s weights slightly. This method allows the model to retain its general knowledge while becoming more effective in the target domain. Fine-tuning is far more efficient than training a model from scratch, saving both computational resources and time. There are different levels of fine-tuning. Some approaches adjust only the final layers of the neural network (known as feature extraction), while others allow all layers to be updated (full fine-tuning). Techniques like parameter-efficient fine-tuning (PEFT), such as LoRA (Low-Rank Adaptation), are gaining popularity, especially for large language models, because they minimize the number of parameters updated. Fine-tuning is used in a variety of real-world applications, including chatbots, image generation, fraud detection, and more. It’s especially powerful in scenarios where labeled data is limited but high-quality outputs are essential. With the growth of open-source and pre-trained foundation models, fine-tuning has become a key skill for AI practitioners. To master techniques like fine-tuning, transfer learning, and prompt engineering, enrolling in a Generative AI certification course is highly recommended.  ( 3 min )
    ExpRoot+Log: A Linear and Universal Basis for Function Approximation
    Abstract We introduce a novel numerical method, ExpRoot+Log, for function approximation based on a hybrid linear basis consisting of exponential-square-root, polynomial, and logarithmic components. This method achieves high accuracy across smooth, discontinuous, and rapidly decaying functions while remaining simple, interpretable, and computationally efficient. We show that ExpRoot+Log outperforms classical approaches such as polynomials, splines, Fourier series, and even neural networks in key scenarios, offering a new universal baseline for practical approximation. Introduction Function approximation is fundamental to numerical analysis, physics, machine learning, and signal processing. Classical bases—polynomials, splines, and trigonometric functions—have known limitations, especially near discontinuities or exponential decays. While neural networks provide expressive power, they are complex, opaque, and computationally expensive. We propose a new hybrid basis: This composition handles: All coefficients are learned linearly (e.g., via least-squares), ensuring ultra-fast performance and excellent stability. Numerical Evaluation We tested ExpRoot+Log against standard methods (polynomials, splines, Fourier) across six function types: Sine Exponential decay Step function Gaussian spike Absolute value Composite (piecewise mix) ExpRoot+Log consistently achieved 1–4 orders of magnitude lower error than polynomials or Fourier bases. Comparison with Classical Methods Code and Examples Open-source implementation and benchmarks: https://github.com/andysay1/exp_root_log https://crates.io/crates/exp_root_log  ( 3 min )
    How to Fix R8 Compilation Error in Flutter APK Build
    Introduction If you've encountered the error message while building your Flutter APK, such as ERROR: R8: java.lang.IllegalArgumentException: Provided Metadata instance has version 2.1.0, while maximum supported version is 2.0.0, you're not alone. Many Flutter developers face similar issues, particularly related to the R8 code shrinker. This article will guide you through understanding why this error occurs and how to fix it effectively. Why Does This Error Occur? The error appears when the Kotlin metadata version specified in your dependencies isn't compatible with the version used by the R8 shrinker in your build process. In your case, it indicates that the kotlinx-metadata-jvm library version you're using likely exceeds the maximum version supported by R8—2.0.0. If you've installed an up…  ( 4 min )
    Substring from a Column of Strings — From SQL to SPL #25
    Problem description & analysis: The database table tbl has a string field DESCRIPTION. Task: Now we need to retrieve the word ‘EN’ and the subsequent string of numbers from the DESCRIPTION field. The string of numbers may consist entirely of digits, such as ‘10204’, or it may contain special characters, such as ‘10277/10’. Caution: Do not retrieve punctuation marks; If the string does not contain ‘EN’, return null. SQL: DECLARE @separator CHAR(1) = SPACE(1); SELECT * , REPLACE(c.query(' for $x in /root/r[text()="EN"] let $pos := count(root/r[. << $x]) + 1 return if (xs:int(substring((/root/r[$pos + 1]/text())[1],1,5)) instance of xs:int) then data(/root/r[position()=($pos, $pos + 1)]) else data(/root/r[$pos]) ').valu…  ( 6 min )
    Introduction to access control model: ACL, RBAC, ABAC
    Access Control Models: ACL, RBAC, ABAC In system design, access control is a critical mechanism to ensure data security and correct authorization of functionalities. Depending on the complexity of the system, the variety of user roles, and the flexibility needed in resource management, there are three common access control models: ACL (Access Control List), RBAC (Role-Based Access Control), and ABAC (Attribute-Based Access Control). Below is a brief comparison of these three models, outlining their design logic, characteristics, and application scenarios to help clarify the selection and implementation considerations. Direct authorization, fine-grained, but difficult to manage Design Logic: User → Resource + Operation If a user has read and update permissions for the development departme…  ( 4 min )
    Celebrating 20 Years of Arduino: Highlights from Arduino Day Philippines 2025
    Last March 22, hundreds of makers, students, educators, and tech advocates gathered at STI College Cubao for Arduino Day Philippines 2025, joining the global celebration of 20 years of Arduino and open source innovation. With the theme “Celebrating 20 Years of Arduino and Open Source Innovation,” this year’s event became more than just a commemoration—it was a powerful reflection of how far the local tech community has come and where it’s headed next. The event opened with warm welcomes from Marvin James Erosa and Jeferson De Leon, immediately setting a collaborative tone for the day. And in true Filipino fashion, a surprise Zumba icebreaker added the perfect energy boost to kick things off. But from there, it was all systems go—talks, workshops, demos, and inspiring stories from all corne…  ( 5 min )
    Neuralese: The Most Spoken Language You’ll Never Speak
    Somewhere between thinking and speaking, there’s a strange place where meaning starts to solidify. It’s not quite a word yet. More like a haze of associations. A mental sketch your brain tries to translate into something shareable. Sometimes it works. Most of the time it doesn’t, at least for me. I tend to mumble a lot. That private language in your head, the one you use to talk to yourself, isn’t English or Portuguese or Python. It’s not even a language, really. It’s raw and messy. A kind of silent shorthand sculpted by experience. Try catching it. Try explaining it. It slips through like fog in your fingers. Science is already poking around in there. Researchers are feeding brain signals into neural networks and getting fuzzy images back. They’re trying to reverse-engineer what we see, d…  ( 7 min )
    Secure and High-Availability Corporate Storage with Azure: Blobs, File Shares and Snapshots
    There’s something comforting about knowing your company’s documents are safe, backed up, and only accessible to the right people. In this post, we’ll walk through setting up Azure storage for your internal files—complete with geo‑redundancy, private containers, easy partner sharing, automated cost‑savings, file shares with snapshots, and even locking it all down to your corporate network. Grab a coffee, fire up the Azure portal, and let’s make your files bulletproof! What we’re doing: Creating a storage account that survives whole‑region outages by replicating data to another region. In the Azure portal, click Storage accounts → + Create. Select the resource group you used before. Give your account a unique name like secureclient. Under Redundancy, pick Geo‑redundant storage (GRS)—that’…  ( 5 min )
    Types of API Testing: A Comprehensive Guide
    Table of Contents Introduction to API Testing 1. Smoke Testing 2. Functional Testing 3. Integration Testing 4. Regression Testing 5. Load Testing 6. Stress Testing 7. Security Testing 8. UI Testing (API Driven) 9. Fuzz Testing Conclusion Types of API Testing: A Comprehensive Guide Application Programming Interfaces (APIs) are the backbone of modern software architecture, allowing systems to communicate and share data seamlessly. API testing is critical for ensuring that these interactions are reliable, secure, and perform as expected. Various testing methodologies help validate different aspects of APIs. This article explores the most common types of API testing. Smoke Testing Purpose Smoke testing is a quick, initial check to ensure that the basic functionality …  ( 5 min )
    How to Fix Character Encoding Issues Between C# and PHP
    Introduction When developing an application that requires seamless data exchange between C# and PHP, maintaining character integrity is crucial. If you've encountered issues where characters like 'é' appear as 'é' after data transfer, you're likely facing a character encoding problem. This article will guide you through understanding character encoding and how to resolve these issues effectively. Understanding Character Encoding Issues Character encoding is essential for correctly displaying and processing text data. In your case, both the C# application and the PHP server are set to use UTF-8, but inconsistencies can arise during data transfers. This usually occurs when data is transformed in a way that misinterprets the byte sequences of special characters, leading to the corruption of …  ( 4 min )
    🧪 Job Posts Are Part of Your QA Process — Here’s Why Mine Filtered Itself
    We talk about writing better test cases, improving coverage, and spotting edge cases early. But rarely do we talk about how those same instincts apply to hiring. And within 2 hours? Most Job Posts Are Noise Vague requirements Tools thrown in without context Unrealistic experience levels (10 years of Cypress? Sure.) Zero clue what kind of thinking the role actually needs I didn't want that. So I stripped it down and wrote it like I write tests: clear, intentional, and designed to reveal behavior. I ended the post with a line that acted like a trapdoor: “Want in? Send your resume and a short note on how you found your worst bug to hi@proudcloud.io.” That was the test. If you missed it, you failed silently. The Best Testers Didn’t Just Apply. They Investigated. But a smaller group took the time, wrote thoughtful bug stories, and sent real applications to the email provided. And those were the ones I called in for interviews. Some of the best candidates I’ve ever spoken to came from that post. Sound familiar? This Isn’t Just About Hiring The way you write a bug report. The way you name a test. The way you respond when something feels off, even if the build says "green." QA is never just about tools. It's about how you think. The Full Breakdown What the full post looked like How the interviews went What our actual QA hiring process is like And why I believe job posts are a mirror of team quality… I wrote the full breakdown here: Why Our QA Job Post Blew Up — And What That Says About the Industry Closing Thought Because if your words can’t pass the simplest attention check, don’t expect the right people to pass through. Your QA Overlord https://qajourney.net If you missed the last line of the job post, you wouldn’t survive our bug tracker anyway.  ( 4 min )
    How to Fix MATLAB Simulation Data Discrepancies
    Introduction If you're encountering issues with your MATLAB simulation where the return simulation data doesn't match your input look-up table data, you’re not alone. This is a common situation for many engineers and data analysts who rely on simulations for accurate modeling in their projects. Understanding why the simulation data diverges from the expected results is crucial for troubleshooting and achieving reliable outputs in MATLAB. Let's delve into the potential reasons for this discrepancy and explore step-by-step solutions to ensure that your simulations yield accurate results. Common Reasons for Discrepancies in MATLAB Simulations 1. Interpolation Errors When using look-up tables, MATLAB typically performs interpolation to fill in gaps between data points. If your input data is sp…  ( 5 min )
    Vyomtracker API is now open-source!
    A restFull API to get data of all the launches done by ISRO! it is now open source and would love you guys to explore the codebase and make your contributions to it! here's the link to postman documentation: https://www.postman.com/spaceflight-geologist/vyomtracker-api/documentation/axink7u/vyomtracker-api here's the repo link: https://github.com/kartikshukla17/vyomtracker-api Hi guys! 🚀 Making VyomTracker-API public! 🎉 It provides details on all ISRO launches via the API. 🌌 It's open-source! Anyone can contribute by checking the README and Postman docs for a brief understanding. Check it out here: https://t.co/vb5yjBfelB#OpenSource #API #ISRO — Kartik Shukla (@kartik_shukla17) April 30, 2025  ( 3 min )
    [Snowflake's New Feature] Introducing Generation 2 Standard Warehouses: A Performance Comparison
    ※This is an English translation of the original Japanese article: https://dev.classmethod.jp/articles/snowflake-generation-2-standard-warehouses/ This is Sagara. Snowflake has released new warehouses with improved performance, called "Generation 2 standard warehouses". https://docs.snowflake.com/en/release-notes/2025/other/2025-05-05-gen2-standard-warehouses I tried comparing the speed of these new warehouses with traditional ones, and I'll summarize the results here. Below is a translation of a quote from the official documentation. "Generation 2 standard warehouses" are the next generation of Snowflake's current standard virtual warehouses, focused on improved performance. Generation 2 standard warehouses (Gen2) are an updated version (“next generation”) of Snowflake’s current standard v…  ( 6 min )
    How to Fix Empty Secrets in Azure DevOps Pipeline for .NET 8
    Introduction When working with integration tests in .NET 8, especially when utilizing secrets such as clientId and clientSecret, many developers face issues of empty secret values during pipeline execution. This common problem typically arises in environments like Azure DevOps where secrets must be correctly configured and utilized in the pipeline. Understanding the Problem In your scenario, it seems the Azure DevOps pipeline does not recognize the secrets added to the library asset group, leading to the variables clientId and clientSecret being empty. This can happen due to various reasons such as misconfiguration of variable groups, permissions, or pipeline setup. Let’s break down the potential issues and guide you through resolving them. Step-by-Step Guide to Fix Empty Secrets To rectif…  ( 4 min )
    Why Engineering Teams Should Build Their Own AI Coding Agents
    Originally posted at https://qckfx.com/blog/why-engineering-teams-should-build-their-own-ai-coding-agents Imagine walking into an engineering department three years from now. The highest-performing teams will be defined by the proprietary AI systems they've built, customized for their specific codebases, architectural patterns, and business domains. These teams will wield AI as a strategic differentiator, not merely consume it. This is where our industry is clearly headed. As AI increasingly becomes the primary author of code across industries, the strategic advantage will shift from who can write the best code to who can best direct, customize, and optimize AI systems to write that code. The best engineering teams won't achieve these results by simply adopting off-the-shelf AI coding tool…  ( 7 min )
    The code review chaos we faced with GitLab (and what we tried to fix it)
    I've worked in several agile teams as both a developer and lead developer. One particular project sticks in my mind — a team of ten people, dozens of microservices, and a lot of GitLab repositories to manage. During each sprint, we were juggling features across multiple repos. At the same time, we were responsible for reviewing each other’s code. Our typical flow was: Open a merge request (MR) on GitLab Move the related Jira ticket Share the MR link in a Teams channel Move on to the next story When the workload was light, it was manageable. But in busy sprints, reviews piled up quickly. Large MRs got ignored, or rushed through. And tracking what was waiting, what was blocked, or what still needed input? A mess. We experimented with several ideas: Using GitLab labels like needs-review or blocked Adding Jira tags Rotating reviewer ownership by repo each sprint They helped — but they didn’t solve the root problem: lack of visibility and timing. Code reviews were often asynchronous and scattered. We were switching contexts constantly, jumping between repos, and forgetting which contributions needed our attention. We didn’t need more tools — we needed a better way to surface and track reviews. Something that would: Give us a unified view of MRs Let us know what’s ready to merge, what’s waiting, and what’s blocked Respect our flow, instead of interrupting it That’s when I started working on a side project, aiming to solve this specific pain point. That side project became Bellugo — a contribution tracker designed to help teams stay on top of reviews across repositories without the chaos. It’s still a work in progress, but if this resonates with your team, I’d love for you to check out the landing page and maybe join the private beta waitlist.  ( 4 min )
    How to Replace Empty Anchor Tags with IDs in HTML Files?
    If you're looking to streamline your HTML documents by replacing empty anchor () tags with text indicators based on their unique page IDs, you're in the right place. This is a common scenario in web development where removing or replacing tags can enhance readability and maintainability. In this article, we will use Bash commands with regular expressions to achieve this. Understanding the Problem In your HTML files, you may come across instances of empty tags that serve as placeholders. For example: some text Your goal is to replace these tags with: 123 some text 124 The new tags will display the page IDs (without the 'page_' prefi…  ( 4 min )
    Highly recommended, brilliant writings.
    Building `Map::Tube::` maps, a HOWTO: weaving a web Paul Cochrane 🇪🇺 ・ May 2 #perl #git  ( 2 min )
    Let's Encrypt DNS Challenge with Traefik and AWS Route 53
    So, you're self-hosting awesome apps like Jellyfin, Home Assistant, or your personal blog with Docker. You want that sweet, sweet HTTPS padlock for secure connections, and Let's Encrypt is the obvious choice for free SSL certs. Awesome! You set up your reverse proxy (maybe Traefik, because it's slick!), point it to your app, and tell it to get a certificate... only to hit a wall. Why? Meet the home networker's nemesis: ISPs blocking incoming port 80. The Standard Way (and the Wall) Let's Encrypt's default validation method, HTTP-01, is simple: their servers try to access a special file on your server over standard HTTP (port 80) to prove you control the domain. Let's Encrypt -> Your Public IP:80 -> Does challenge file exist? -> OK! Cert Issued! But if your ISP blocks incoming connections …  ( 5 min )
    Very Basic - Redux
    Learning Redux is a real pain in the @#$#$^&. Good thing the team I was on at the time I learned it highly valued taking the time to learn, because it took me a good 30 out of 40 hours of a work week to figure out what the eff was going on. Once I finally did learn it however, I realized that the majority of what slowed me down in the learning process was that I couldn’t find a great explanation of exactly what Redux was doing. All I could find were tutorials on how to use it, and not really very much info on how it worked. I’m going to try to solve that issue with this post. I’m also going to assume that you know how to use React, and that you know what Redux is and why you want to learn it. I’m also only covering the very basics of Redux and what you need to know to be able to hopefull…  ( 5 min )
    5 Developer Productivity Hacks That Saved Our QA Testing Time by 70%
    The Testing Time Crisis When our team started building a new fintech application last year, we hit an unexpected bottleneck: testing time. With multiple user roles, complex verification flows, and strict security requirements, our QA cycles grew from days to weeks. This wasn't just frustrating—it was directly impacting our release velocity and team morale. After several painful sprints, we implemented five changes to our testing approach that dramatically reduced our testing time without compromising quality. I'm sharing these because they've been game-changers for us, and they might help your team too. One of our biggest time sinks was manually creating test users with different permission levels. We solved this with an automated provisioning system. // Example of our user provisioning …  ( 5 min )
    Building Efficient Test Data for Development Environments: Solving Verification Workflow Challenges
    Introduction As developers, we all face the hidden challenge that rarely gets discussed in coding tutorials: generating and managing test user data at scale. This becomes particularly problematic when building applications requiring email verification, multi-user testing, or complex authentication flows. After struggling with this issue on several projects, I've discovered some effective approaches worth sharing. If you've ever found yourself creating multiple Gmail accounts just to test a simple registration flow, you know the pain I'm talking about. Let me break down the key challenges: Verification Bottlenecks: Email verification is now standard for most applications, but creating and accessing multiple real email accounts is tedious Data Persistence: Temporary email services often ex…  ( 4 min )
    Nice article!
    How to Set Up Next.js 15 for Production in 2024 Jan Hesters ・ Nov 19 '24 #nextjs #webdev #react #tutorial  ( 2 min )
    Daily JavaScript Challenge #JS-170: Capitalize the First Letter of Each Word in a String
    Daily JavaScript Challenge: Capitalize the First Letter of Each Word in a String Hey fellow developers! 👋 Welcome to today's JavaScript coding challenge. Let's keep those programming skills sharp! Difficulty: Easy Topic: String Manipulation Given a sentence, your task is to capitalize the first letter of each word. Words are separated by spaces, and no punctuation needs to be considered. Return the resulting string with each word capitalized. https://www.dpcdev.com/ Fork this challenge Write your solution Test it against the provided test cases Share your approach in the comments below! Check out the documentation about this topic here: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/String/toUpperCase How did you approach this problem? Did you find any interesting edge cases? What was your biggest learning from this challenge? Let's learn together! Drop your thoughts and questions in the comments below. 👇 This is part of our Daily JavaScript Challenge series. Follow me for daily programming challenges and let's grow together! 🚀 javascript #programming #coding #dailycodingchallenge #webdev  ( 14 min )
    Singly Linked Lists - DSA Notes 📝
    🎯 Learning Goals What are the characteristics of Singly Linked Lists? What are its time complexities? ListNode? Has a value and a next pointer next is a reference to another ListNode Order in memory may not be contiguous (unlike arrays which are) Simple while loop with a current pointer can be used: cur = ListNode1 while cur: cur = cur.next ⌚ Time complexity is O(n) , where n is the number of nodes in the linked list Now if the Linked List is circular (i.e. last node points back to first) traversing like this would cause an infinite loop. It would be helpful if we’re keeping track of the head and the tail of the linked list using pointers Advantage over array is that inserting is always O(1) even if we insert in middle. Let’s say we wanna add at the end or tail : tail.next = NewListNode tail = NewListNode # or this line 'tail = tail.next', both are correct ⌚ Time complexity is O(1) Removing any node is constant time ASSUMING we have a pointer to the previous node. Let’s say we wanna remove the second node: head.next = head.next.next # Just set the next pointer of head to the one after the deleted node Can be assumed that garbage collection will take place for the deleted node ⌚ Time complexity is O(1) For both of these operations, the caveat is if we don’t have a reference to the node at the desired position (head or tail), the time will still be O(n) Operation Big-O Reading/ Access O(n) Traversal/ Search O(n) Insertion O(1)* Deletion O(1)* *Assumes you have a reference to the node at the position (if not it is O(n) ) 206. Reverse Linked List (Link) 21. Merge Two Sorted Lists (Link)  ( 4 min )
  • Open

    Senate Democrat Says He's Looking Into Trump's Crypto Businesses
    Sen. Richard Blumenthal wrote letters to Trump-affiliated business executives, asking about their ownership and investment structure.  ( 27 min )
    Bitcoin Dominance Soars Ahead of FOMC as Volatility Burst Looms, Says Analyst
    Crypto markets are in a holding pattern as capital rotation from altcoins pushed bitcoin's market share to fresh 4-year high.  ( 25 min )
    CFTC Drops Appeal in Kalshi Election Betting Case
    The CFTC appealed a federal judge’s ruling last year clearing Kalshi’s listing of a political prediction market, arguing that it presented a “profound” harm to the public.  ( 25 min )
    New Hampshire Becomes First State to Approve Crypto Reserve Law
    Governor Kelly Ayotte signed a bill into law that allows the investment of a portion of the state's public funds in precious metals and crypto assets.  ( 27 min )
    Stabledollars: The Third Act of Dollar Reinvention
    Blockchain-based dollar infrastructure holds enormous opportunities for the U.S. But only if it treats the technology wisely, says John deVadoss.  ( 27 min )
    Planned Crypto Hearing in U.S. House Derailed by Democrat Revolt
    Democrats abandoned a joint hearing of two committees on crypto policy, inviting people to instead attend their own discussion of Trump's "crypto corruption."  ( 28 min )
    MARA Holdings Cut to Sell at Compass Point Ahead of Earnings, Citing Cash Burn
    Compass Point slashed Marathon’s price target to $9.50, warning of dilution and premium bitcoin exposure.  ( 25 min )
    ECB Establishes Innovation Hub to Test Digital Euro as Preparation Phase Nears End
    The hub has 70 participants including Accenture, KPMG and CaixaBank.  ( 24 min )
    DeFi Development Adds $11.2M in SOL, Bringing Holdings to More Than 400K Tokens
    Formerly known as Janover, the company's SOL holdings are worth more than $57 million at current prices.  ( 23 min )
    Will Crypto Values Survive the Regulatory Wave?
    Ahead of the People’s Regulatory Roundtable at Consensus 2025, six leading crypto lawyers discuss whether core crypto principles, like decentralization and privacy, will be included in upcoming legislation and regulation.  ( 33 min )
    Trump's Crypto Play Fuels Senators' Backlash and Bill to Ban President Memecoins
    Democratic Senator Chris Murphy pushed a bill to block presidential coins while Elizabeth Warren described how to get Dems to move forward on stablecoins.  ( 28 min )
    SOL Strategies Buys $18M of Solana Tokens With First Tranche of $500M Note Deal
    The Canadian firm is betting on Solana by using debt financing to scale its validator footprint and crypto holdings.  ( 25 min )
    VanEck Submits Proposal to Launch First BNB ETF in the U.S.
    If approved, the fund would be the first exchange-traded fund tied to BNB in the U.S.  ( 24 min )
    BNB Coin Could Hit $2,775 by Year-End 2028, Standard Chartered Says
    The token has traded like an unweighted mix of bitcoin and ether since May 2021, the report said.  ( 24 min )
    21Shares Launches ETP Linked to Crypto.com's Cronos
    The product allows investors to add CRO exposure to their portfolios without handling crypto wallets or exchanges.  ( 23 min )
    CoinDesk 20 Performance Update: Index Drops 2.2% as All Assets Trade Lower
    Sui (SUI) fell 7.7% and Aave (AAVE) declined 7.5%, leading the index lower.  ( 22 min )
    Bitcoin Mining Rig Maker Canaan Could Have 5X Upside, Says Wall Street Analyst
    Benchmark's Mark Palmer initiated coverage on the firm's roughed-up shares with a buy rating and $3 price target.  ( 24 min )
    DogeOS Raises $6.9M to Launch Dogecoin App Layer
    The funding will enable DogeOS to support a variety of consumer apps, enhancing the Dogecoin ecosystem and its decentralized finance services.  ( 25 min )
    Bitcoin Traders Seek Downside Protection Ahead of Fed Chair Powell’s Comments
    We have only seen some nuanced demand for protective BTC puts, reflecting limited caution among sophisticated traders, Deribit's CEO told CoinDesk.  ( 27 min )
    Crypto Daybook Americas: Bitcoin Threatened by Regulation Hiccup, Weakening Demand
    Your day-ahead look for May 6, 2025  ( 37 min )
    Citi, Switzerland’s SDX Join Forces to Tokenize $75B Pre-IPO Shares Market
    Citi will act as a custodian and issuer agent for tokenized assets on SDX’s digital Central Securities Depository (CSD) platform.  ( 27 min )
    IntoTheBlock and Trident Merge With $25M Backing to Build Institutional DeFi Gateway
    The newly formed Sentora aims to offer a compliant DeFi platform for sophisticated investors looking for yield, liquidity and risk management.  ( 26 min )
    Solana’s Natix and Grab Team Up to Expand DePIN Mapping Into US, Europe
    The collaboration will enhance mapping accuracy by combining Natix’s network with Grab’s mapmaking technology.  ( 24 min )
    Florida Withdraws Strategic Bitcoin Reserve Bills From Consideration
    The two bills, which were both filed in February, sought to allow investment of public funds in BTC  ( 23 min )
    Figment Eyes Up to $200M Worth of Acquisitions in Crypto M&A Push: Report
    Figment is targeting regional players on Cosmos and Solana networks at a time in which pro-crypto U.S. policy is fueling dealmaking  ( 24 min )
    Watch Out Bitcoin Bulls, $99.9K Price May Test Your Mettle
    Bitcoin bulls may run into significant selling pressure at around $99,900, on-chain data show.  ( 24 min )
    VIRTUAL Surges 200% in a Month as Smart Money Pours Into Virtuals Protocol
    VIRTUAL, the cryptocurrency of the Base-native Virtuals Protocol, has surged 207% in 30 days, outperforming major cryptocurrencies like bitcoin  ( 25 min )
    Cardano’s ADA, XRP Slide as Bitcoin Traders Await ‘Coin-Flip’ FOMC Meeting
    DeFi tokens such as Hyperliquid’s HYPE are up 70% in the past week, a sign of traders favoring fundamentals as capital allocators remain cautious with their money.  ( 27 min )
    Bitcoin Developers Plan OP_RETURN Removal in Next Release
    Bitcoin Core’s decision to lift its long-standing 80-byte OP_RETURN limit has reignited tensions within the network’s developer and node-running communities.  ( 25 min )
    Ripple’s RLUSD in Focus as Firm Pledges $25M to U.S. Educational Initiatives
    "RLUSD is proving their value in real-world applications like donations and large-scale transactions,” an XRP Ledger developer said.  ( 25 min )
    Ripple to Expand its Quarterly XRP Markets Report as Institutional Usage Jumps
    The quarterly report in its current form will be sunset with newer versions delivering additional insights to reflect institutional usage of XRP.  ( 26 min )
    SEC Further Delays Litecoin ETF, Requests Public Comments
    Experts predict Litecoin to have the best chances of approval by the end of this year.  ( 24 min )
  • Open

    Bitwise throws spot NEAR ETF in race for SEC approval
    Digital asset manager Bitwise has filed to list a spot Near exchange-traded fund with the US Securities and Exchange Commission, adding to a growing list of altcoins currently vying to win regulatory approval. The Bitwise Near (NEAR) ETF will track the price movements of the NEAR token, minus expenses, through a traditional brokerage, Bitwise’s May 6 registration statement shows. Bitwise named Coinbase Custody as the proposed custodian of the Bitwise NEAR ETF. The management fee, ticker and stock exchange it seeks to list on weren’t named yet.  Source: Cointelegraph Bitwise must also file a 19b-4 filing with the SEC to kickstart the regulator's approval process for the fund. The crypto native asset manager indicated it would make such a filing when it registered a trust linked to the NEAR …
    US regulator moves to drop appeal against Kalshi
    The US Commodity Futures Trading Commission (CFTC) is seeking permission from the court to drop an appeal against prediction market Kalshi. The move could allow the platform to offer political event contracts to users without contest. In a May 5 filing in the US Court of Appeals for the District of Columbia Circuit, lawyers for the CFTC filed an unopposed motion for voluntary dismissal, suggesting an agreement with Kalshi. The motion, subject to approval by the court, could end the CFTC’s appeal against a federal court ruling that the financial regulator could not bar Kalshi from listing political event contracts, i.e., bets on elections. Motion to dismiss appeal filed by the CFTC on May 5. Source: Courtlistener Kalshi stipulated in a joint filing that the company would “bear its own costs…
    Tether adds Chainalysis tokenization platform for compliance, monitoring
    Tether, the issuer of the world’s largest stablecoin by market cap USDt (USDT), has announced a partnership with Chainalysis that will integrate the company’s compliance and monitoring tools onto Tether’s tokenization platform. The move comes amid expanding oversight across the crypto industry. Launched in November 2024, the Hadron by Tether platform is designed for institutions, corporations and governments, entities that may be interested in tokenizing real-world assets ranging from financial instruments and real estate to debt and commodities. The months following the launch have seen increased adoption of real-world asset (RWA) tokenization. According to RWA.xyz, the total RWA market amounts to $22.1 billion, up 10.5% in the past 30 days. There are a total of 100,115 holders of RWA to…
    FT report suggests advance knowledge of Melania Trump memecoin launch
    A group of crypto traders reportedly purchased millions of dollars worth of Melania Trump’s memecoins minutes before she announced the launch on social media. According to a May 6 Financial Times report, the crypto traders earned roughly $100 million from buying $2.6 million worth of MELANIA tokens before the public launch on Jan. 19. Shortly after Trump announced the memecoin launch on social media, the price surged from roughly $2.00 to $12.95 — a 550% increase. The traders reportedly sold their holdings within 12 hours. “In total, the 24 accounts bought up 16.7mn of the 200mn total $MELANIA tokens scheduled for sale during the launch period,” the Financial Times reported. “[...] the run of sales that started pre-launch continued. About $900,000 worth of tokens bought by an additional 22…
    Bitcoin could rally regardless of what the Federal Reserve FOMC decides this week: Here’s why
    Key Takeaways: The Fed may pause rates but inject liquidity. Crypto could rally as a recession hedge. The weak US dollar and gold rally signal a shift to scarce assets. The US Federal Reserve Open Market Committee (FOMC) interest rate decision on May 7 will be a defining moment for risk-on assets, including cryptocurrencies. While the consensus points to no change in interest rates, Bitcoin (BTC) and altcoins could see gains if the US Treasury is compelled to inject liquidity to stave off an economic recession. A more accommodative monetary policy could stimulate activity, but the Federal Reserve (Fed) is also contending with a weakening US dollar. Some analysts argue that a US interest rate cut may fail to stimulate growth as recession risks persist, potentially creating an ideal envir…
    21Shares launches ETP for Crypto.com's Cronos token
    21Shares has launched an exchange traded product (ETP) in Europe, providing investors with exposure to Crypto.com’s Cronos token, the asset manager said.  The ETP is listed on Euronext’s Paris and Amsterdam exchanges, 21Shares said in a May 6 announcement.  Cronos (CRO) is a layer-1 blockchain network affiliated with Crypto.com, a centralized exchange.  The chain is designed to integrate with the Ethereum and Cosmos ecosystems and support “decentralised finance (DeFi), NFTs, and Web3 applications,” 21Shares said.  The ETP aims to provide investors with a “straightforward way to integrate CRO into their portfolios through traditional banks and brokers, eliminating the need to directly handle digital wallets or exchanges,” 21Shares said.  The CRO token’s historical performance. Source: CoinM…
    Bitcoin bulls rush into long positions ahead of May 7 Fed FOMC interest rate decision
    Key Takeaways: Data shows Bitcoin bulls opening margin long positions from $94,400. A $189 million increase in Bitcoin futures open interest and a 15% increase in trading volume show sustained buying interest. BTC momentum tends to slow before FOMC meetings and then turns volatile afterward. The same could happen following this week’s Federal Reserve statements. Bitcoin (BTC) bulls are holding strong around the $94,500 level as the market awaits the Federal Open Market Committee (FOMC) meeting on May 7. Bitcoin analyst Axel Adler Jr. noted BTC’s price strength and pointed out a bullish cluster of long positions forming around $94,400 in the futures market. A similar cluster was observed at the end of April, which pushed BTC prices to $97,500. Bitcoin futures position dominance data. So…
    Solana bull flag, rising stablecoin market cap hint at SOL price rally to $220
    Key takeaways: Solana’s stablecoin supply rose by 156% in 2025, to hit a new record at $12 billion. Solana’s TVL grew by 25% to $7.65 billion, with 27.7% decentralized exchange volume share, leading Ethereum and BNB Chain. SOL price formed a bull flag, with a price target at $220. Solana’s native token, SOL (SOL) failed to maintain its bullish momentum after reaching $156 on April 25, but an assortment of data points suggests that the altcoin’s upside is not over. SOL stablecoin market cap hits $13 billion Solana’s stablecoin supply has skyrocketed by 156% in 2025, surging past $13 billion to hit a new all-time high. Stablecoins on Solana recently surged past $13B in issuance, setting a new ATH@calilyliu on why Solana is purpose-built for moving digital dollars at internet speed pic.t…
    New Hampshire governor signs crypto reserve bill into law
    Kelly Ayotte, the Governor of New Hampshire, signed a bill into law allowing the state’s treasurer to invest in cryptocurrencies, including Bitcoin (BTC). In a May 6 notice, Ayotte announced on social media that New Hampshire would be permitted to “invest in cryptocurrency and precious metals” through a bill passed in the state Senate and House of Representatives. House Bill 302, introduced in New Hampshire in January, will allow the state’s treasury to use funds to invest in cryptocurrencies with a market capitalization of more than $500 billion, eliminating many tokens and memecoins. Signing New Hampshire’s crypto reserve bill into law on May 6. Source: Governor Kelly Ayotte With the signing of the bill into law, New Hampshire was the first of several US states considering passing legislation to establish a strategic Bitcoin reserve, including an initiative with the federal government. A similar bill in Arizona passed the state’s House in April but was vetoed by Governor Katie Hobbs on May 2. This is a developing story, and further information will be added as it becomes available.
    Standard Chartered sees BNB more than doubling in 2025
    Asset manager Standard Chartered predicts that Binance’s ecosystem token, BNB, could more than double in price this year, according to an analyst report reviewed by Cointelegraph.  The asset manager sees BNB’s price rising to approximately $1,275 per token by the end of 2025 and as high as $2,775 by the end of 2028, according to the research report.  As of May 6, BNB trades at nearly $600 per coin, for a fully diluted value (FDV) of approximately $84 billion, according to data from CoinMarketCap. Price forecasts for BNB. Source: Standard Chartered “BNB has traded almost exactly in line with an unweighted basket of Bitcoin and Ethereum since May 2021 in terms of both returns and volatility,” Geoff Kendrick, an analyst at Standard Chartered, wrote in the research note.  “We expect this relat…
    Bitcoin price rallied 1,550% the last time the ‘BTC risk-off’ metric fell this low
    Key Takeaways: The Bitcoin Risk-Off signal dropped to 23.7, its lowest since March 2019, indicating low correction risk and a high likelihood of a bullish trend developing. Despite the recent decline in network activity, bullish macro indicators like the Macro Chain Index (MCI) suggest Bitcoin could soon rally above $100,000. On May 5, the Bitcoin Risk-Off signal, an indicator that uses onchain and exchange data to assess correction risk, dropped to its lowest level (23.7) for the first time since March 27, 2019, when Bitcoin (BTC) traded at $4,000. The signal is currently in the blue zone, which historically suggests low correction risk and a high probability of a bullish trend. When the oscillator rises above 60 or turns red, it implies a high risk of bearish movement.  Bitcoin Risk-O…
    Is it a bull or bear market? How to tell the difference
    TL;DR: Not sure if you’re in a bull or bear market? This guide breaks down how to spot the difference using price action, volume, sentiment and onchain data. Learn how to recognize market cycles, what signals to watch for and how to adjust your strategy for each phase so you can trade smarter. Crypto markets can feel like emotional rollercoasters, prices soaring one month, then crashing the next. You're not alone if you’ve ever wondered whether you are in a bull or a bear market. In the simplest terms: A bull market is when prices keep going up, people are excited and there’s a general sense that the future is bright. Think back to late 2020 and early 2021; Bitcoin (BTC) climbed from around $10,000 to nearly $70,000. New projects were launching daily and it felt like everyone from your co…
    North Korean spy slips up, reveals ties in fake job interview
    For months, Cointelegraph took part in an investigation centered around a suspected North Korean operative that uncovered a cluster of threat actors attempting to score freelancing gigs in the cryptocurrency industry. The investigation was led by Heiner Garcia, a cyber threat intelligence expert at Telefónica and a blockchain security researcher. Garcia uncovered how North Korean operatives secured freelance work online even without using a VPN. Garcia’s analysis linked the applicant to a network of GitHub accounts and fake Japanese identities believed to be associated with North Korean operations. In February, Garcia invited Cointelegraph to take part in a dummy job interview he had set up with a suspected Democratic People’s Republic of Korea (DPRK) operative who called himself “Motoki.”…
    Frictionless flows are Ethereum's path to economic dominance
    Opinion by: Barna Kiss, CEO of Malda An idea recently floated by some prominent thinkers in the Ethereum space to reclaim value for the mainnet is the taxing of its Layer-2s. The future of Ethereum does not depend on policy but on enabling frictionless capital movement between the L2s in question. Tariffing rollups may appear a neat way to reclaim value for the mainnet. In practice, it would fragment the ecosystem, drain liquidity, push users toward centralized platforms, and avoid decentralized finance altogether. In a permissionless system, capital flows to where it is treated best, and Ethereum's rollups mistreat it. Liquidity fragmentation is Ethereum's real threat In traditional finance, the link between fluidity and growth is well established. Lower barriers to capital inflows lead …
    What bankers, CPAs and CFOs need to know about blockchain
    Why finance veterans are still skeptical about blockchain Blockchain has been part of the finance conversation for over a decade now. Yet many professionals remain cautious.  Many seasoned professionals in finance, wealth management and economics often question blockchain’s relevance, asking, How exactly is blockchain supposed to fit into what we already do? This question reflects a few key ongoing skepticisms about blockchain within finance. Uncertainty about practical applications Blockchain offers some big promises: faster settlements, stronger security and better transparency. But actually applying those promises across banking, accounting and operations is still complicated. A 2021 APQC survey identified the main hurdles: a lack of industry-w…
    Dem lawmakers object to hearing, citing 'Trump’s crypto corruption'
    Representative Maxine Waters, ranking member of the House Financial Services Committee (HFSC), led Democratic lawmakers out of a joint hearing on digital assets in response to what she called “the corruption of the President of the United States” concerning cryptocurrencies. In a May 6 joint hearing of the HFSC and House Committee on Agriculture, Rep. Waters remained standing while addressing Republican leadership, saying she intended to block proceedings due to Donald Trump’s corruption, “ownership of crypto,” and oversight of government agencies. Digital asset subcommittee chair Bryan Steil, seemingly taking advantage of a loophole in committee rules, said Republican lawmakers would continue with the event as a “roundtable” rather than a hearing. HFSC Chair French Hill urged lawmakers at the hearing to create a “lasting framework” on digital assets, but did not directly address any of Rep. Waters’ and Democrats’ concerns about Trump’s involvement with the crypto industry. He claimed Waters was making the hearing a partisan issue and shutting down discussion on a digital asset regulatory framework. This is a developing story, and further information will be added as it becomes available.
    Binance founder CZ says Bitcoin could hit $500K–$1M this cycle
    Binance co-founder Changpeng “CZ” Zhao expects Bitcoin’s price to top at $500,000 to $1 million during this market cycle. During an interview with Rug Radio published on May 5, Zhao said that he expects Bitcoin to reach up to one million dollars during this market cycle. He also highlighted the role of Bitcoin spot exchange-traded funds (ETFs) in this rise, saying that the increasing institutionalization of Bitcoin is a good thing for the market: “There’s the ETFs. There’s this institutionalization of Bitcoin [ … ] it’s a positive in terms of price action, obviously. Our bags are up  —  not the alt‑coins as much, but at least Bitcoin is.” Zhao explained that the ETFs are “bringing the traditional institution money into crypto” and “most of the money in the US is institutional money.” He sa…
    Citi and SDX partner to tokenize traditional private markets
    Investment bank Citi and Switzerland’s SIX Digital Exchange (SDX) are teaming up to modernize traditional private markets through tokenization. The initiative, revealed during the Point Zero Forum in Switzerland, will leverage SDX’s blockchain-based Central Securities Depositary (CSD) platform to tokenize, settle, and safekeep assets, according to a May 6 announcement. The platform, expected to go live by the third quarter of 2025, will make late-stage, pre-initial public offering (IPO) equities accessible to institutional and eligible investors globally. For issuers, the project offers a compliant and scalable framework to manage liquidity, particularly for early investors and employees, while maintaining cap table control. For investors, it opens access to high-growth, venture-backed com…
    Singapore’s Grab taps Solana DePIN project Natix to ‘reshape mapping’
    Southeast Asia’s superapp Grab has partnered with Natix, a project within Solana’s decentralized physical infrastructure network (DePIN), to cooperate on mapping and autonomous driving technologies. The joint collaboration aims to combine Natix’s blockchain-based mapping data with Grab’s camera hardware and mapmaking technology featuring artificial intelligence support, Natix said in an announcement on May 6. “This partnership brings together the best of both worlds,” the announcement noted, pointing to Grab’s expertise in crowdsourced mapping and Natix’s unique DePIN model that rewards users for providing decentralized data input. Source: Natix “By combining GrabMaps’ AI-powered mapping technology with Natix’s decentralized data network, we’re enabling real-time, high-fidelity map updates…
    Bitcoin risks sub-$92K retest as BTC price fails to match 4% gold gains
    Key points: Bitcoin is struggling again as gold retakes the limelight with week-to-date gains of nearly 5%. Bitcoin’s correlation with gold is under scrutiny amid ongoing macroeconomic shifts. Traders see a short-term slump amid a wider BTC price rebound. Bitcoin (BTC) eyed fresh month-to-date lows into the May 6 Wall Street open as “directionless” crypto markets contrasted with a gold rebound. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Analysis: Bitcoin, crypto “largely directionless” Data from Cointelegraph Markets Pro and TradingView showed BTC price momentum stalling at $95,000 before the latest daily close.  Inching closer to the key yearly open support level at $93,500, BTC/USD appeared caught in limbo while gold returned to outperform. XAU/USD was up 1.5% on the day…
    US stablecoin bill loses democrats amid Trump corruption concerns
    Democratic lawmakers in Washington are backing off support for crypto legislation amid heightened concerns over corruption, including the conduct of the Trump family’s World Liberty Financial (WLFI). In March, the GENIUS Act, which would regulate stablecoins in the US, passed a critical committee reading with the support of several pro-crypto Democrats. Democratic Senators Ruben Gallego, Mark Warner, Lisa Blunt Rochester, Andy Kim and Angela Alsobrooks voted with Republicans, opposite lead Democrat and prominent crypto critic Senator Elizabeth Warren. The bill passed the committee only after a number of changes were made, including stricter requirements for stablecoin issuers and provisions for Anti-Money Laundering, countering terrorism financing and risk management procedures.  Now, it s…
    Why is XRP price down today?
    Key takeaways: Ripple's end-to-quarterly market report fuels uncertainty, impacting XRP price negatively. Low open interest in XRP futures signals weak trader confidence. XRP price technicals weaken with resistance at $2.27 and declining RSI. XRP (XRP) fell on May 6, down 3% in the last 24 hours to trade at $2.09, due to numerous factors. Its trading volume has increased by 25% over the same period to $2.5 billion, reinforcing the momentum of the bears.  XRP/USD four-hour chart. Source: Cointelegraph/TradingView Let’s look at the factors driving the XRP price down today. Ripple’s discontinues quarterly reports On May 5, Ripple revealed plans to end its quarterly XRP markets report, which it has released since 2017. The company attributed the decision to the reports falling short of exp…
    Bitcoin price forms two BTC futures gaps after Coinbase premium flips negative
    Key takeaways: Bitcoin’s Coinbase premium index turned negative for the first time in 15 days, indicating defensive short-term sentiment among US investors. Bitcoin CME futures gaps between support at $92,000-$92,500 and resistance at $96,400-$97,400 suggest a period of range-bound trading. Bitcoin’s Coinbase premium index, which measures the gap between BTC price at Coinbase Pro and Binance exchange, turned negative after a 15-day positive stint, signaling potential bearish sentiment among US investors. This drop coincides with Bitcoin (BTC) slipping below $94,000, and the premium’s decline suggests reduced buying pressure on Coinbase, which is viewed as a proxy for both institutional and retail demand. Bitcoin Coinbase premium. Source: CryptoQuant Cointelegraph reported early signs …
    Blockchains ready for institutions, lawyers hesitate: DoubleZero CEO
    While blockchain infrastructure may be ready for institutional use, many legal teams at large firms remain cautious about full integration with the technology.  At the Token2049 event in Dubai, DoubleZero Labs founder and former Solana head of strategy Austin Federa told Cointelegraph that today's high-performance blockchains like Solana are technically capable of supporting large-scale institutional usage. However, lawyers still need to catch up.  “Most blockchains nowadays, especially things like Solana, are fast enough for institutions to use them,” Federa said. “It’s really more about the institutions and the institution’s lawyers getting comfortable with crypto.” Federa added that institutional lawyers and compliance teams are still addressing regulatory concerns. The executive said t…
    Research DAO claims paralyzed rats recover after spinal cord fix
    Decentralized autonomous organization (DAO) HydraDAO claims that its researchers were able to use a novel technique to repair severed spines in rats. In a May 5 X post, decentralized science (DeSci) project HydraDAO said that one of its research projects resulted in “rats who had their spines fully transected” being able to walk again. More notably, recovery from surgery reportedly only took five days. Source: HydraDAO The post featured a video of partially shaved (presumably due to surgery) rats walking in what appeared to be a laboratory setting. The effort in question is the Dowell spinal fusogens project led by Michael Lebenstein-Gumovski, which raised 380,700 USDC (USDC) from donors. The dedicated HydraDAO page reads: “The Dowell team submitted a project proposal to HydraDAO. After ca…
    How much Bitcoin can Berkshire Hathaway buy?
    Key takeaways: Berkshire holds $347B in cash, enough to buy ~18% of Bitcoin’s supply. Greg Abel has not signaled a shift from Warren Buffett’s anti-Bitcoin stance. Berkshire already has indirect crypto exposure via Nu Holdings, Jefferies. Warren Buffett announced at Berkshire Hathaway's annual shareholder meeting on May 3 that he will step down as CEO by the end of 2025, with Greg Abel taking over. This transition raises speculation about Berkshire’s financial capacity to purchase Bitcoin (BTC) under the new leadership. Source: Discover Crypto Berkshire can easily surpass Strategy’s BTC stash Berkshire ended Q4 2024 with a record $347 billion in cash and US Treasury bills, representing about 32% of its $1.1 trillion market capitalization. The company could acquire approximately 3.52 …
    Is the Paws Telegram mini app legit? What you need to know
    What is the Paws Telegram Mini App? Paws is a Telegram-based Mini App created by the same team behind other projects, such as Notcoin and Dogs.  If you’ve been cruising around Telegram lately, chances are you’ve stumbled upon Paws, the viral crypto Mini App that’s got everyone tapping, clicking and inviting their friends like it’s 2010 FarmVille all over again.  Originally launched in October 2024 on The Open Network (TON) blockchain, Paws exploded in popularity with its ultra-simple tap-to-earn concept. Think of it as a gamified rewards engine embedded directly in Telegram, where users rack up points by completing tasks, referring others and interacting with mini-game elements.  Within just eight days of going live, Paws pulled in over 20 million …
    Crypto spending will grow, but fiat isn’t going anywhere: Mercuryo CEO
    Petr Kozyakov, CEO of crypto payments platform Mercuryo, told Cointelegraph that the future of finance may not be a winner-takes-all scenario but a blend of digital assets and fiat, each used where it makes the most sense.  In a Cointelegraph interview, Kozyakov said that while crypto payments are seeing an increase in adoption and demand, the asset class won’t be fully replacing fiat money anytime soon. He said the two asset classes will coexist, with people choosing the more convenient payment option in different situations.  “We don’t think crypto will replace fiat,” Kozyakov told Cointelegraph. “They will coexist, and people will turn to crypto when it’s the easier, more practical option, whether that’s for payroll, yield or money transfers.” Mercuryo Petr Kozyakov at the Token2049 eve…
    IRS appoints Trish Turner to head crypto division amid resignations
    Veteran US Internal Revenue Service (IRS) official Trish Turner was appointed to lead the agency’s digital assets division following the departure of two key crypto-focused executives. Turner, who has spent over 20 years at the IRS and most recently served as a senior adviser within the Digital Assets Office, will now head the unit, according to a report from Bloomberg Tax citing a person familiar with the situation. Her promotion marks a significant leadership transition at a time when US crypto tax enforcement is facing both internal and external pressures. On May 5, Sulolit “Raj” Mukherjee and Seth Wilks, two private-sector experts brought in to lead the IRS’s crypto unit, exited after roughly a year in their roles. Mukherjee served as compliance and implementation executive director, w…
    OKX exec warns against hype amid real-world asset tokenization boom
    Crypto exchange OKX’s CEO for its Middle East and North Africa (MENA) arm urged the industry to focus on delivering real-world utility as interest in real-world asset (RWA) tokenization accelerates.  In a Cointelegraph interview at the Token20249 event in Dubai, OKX MENA CEO Rifad Mahasneh warned that while tokenization is promising, projects must “clearly demonstrate” the benefits of tokenizing specific assets.  “In some cases, we’re tokenizing things that don’t need tokenization, but in some cases, we’re tokenizing things that actually give you real, everyday value, right? And if you can see that everyday value, then that is a promising project,” Mahasneh told Cointelegraph. He said hype can drive project growth in the Web3 space, but providing everyday value should be the priority.  OKX…
    Bitcoin vs. digital fiat is freedom vs. serfdom
    Opinion by: Simon Cain, contributor at Bitcoin Policy UK Most jurisdictions globally are researching, developing or implementing retail central bank digital currencies (CBDCs). If you see these as harmless move-with-the-times digital updates of old-fashioned paper money, look again. CBDCs potentially mean financial serfdom via a monetary panopticon where the authorities closely control every transaction.  If you think this sounds paranoid, just consider the words of Augustin Carstens, head of the Bank for International Settlements — the central bank for the world’s central banks. Lamenting the authorities’ current inability to control cash transactions, he says that with a CBDC, a “central bank will have absolute control on the rules and regulations that will determine use... also we will …
    US Senate crypto bills stall amid Trump ties and ethics concerns
    Efforts to pass crypto legislation in the US Senate face mounting resistance amid growing ethical concerns around US President Donald Trump’s ties to crypto. In a May 5 letter to the US Office of Government Ethics, Senators Elizabeth Warren and Jeff Merkley said that Trump and his family stand to personally profit from an investment involving UAE state-backed firm MGX, crypto exchange Binance and World Liberty Financial (WLFI). The senators called for an urgent probe, warning the deal may violate the US Constitution’s Emoluments Clause and federal bribery statutes. At the center of the controversy is WLFI’s USD1 stablecoin, reportedly chosen for a $2 billion investment MGX plans to make into Binance. The senators said the transaction amounts to a potential backdoor for foreign influence an…
    Bitcoin Core to unilaterally remove controversial OP-Return limit
    Bitcoin Core developers have decided to remove a limit on transaction data in the next network upgrade, enabling more data to be included in a more efficient way.  “Bitcoin Core’s next release will, by default, relay and mine transactions whose OP_RETURN outputs exceed 80 bytes and allow any number of these outputs,” read the announcement on GitHub by Bitcoin developer Greg Sanders on May 5.  The long-standing limit was originally a “gentle signal that block space should be used sparingly for non-payment proof of publication data,” has outlived its utility, he added.  The proposal (PR 32359) was created by Bitcoin pioneer Peter Todd at the request of Chaincode Labs.  OP_RETURN is a special type of Bitcoin (BTC) transaction output that allows storing small amounts of data on the blockchain,…
    Celsius’ Mashinsky lashes out at ‘death-in-prison sentence’
    Alex Mashinsky, the founder and former CEO of bankrupt crypto lending platform Celsius, has blasted the government's 20-year “venom-laced” sentence request, declaring it a “death-in-prison sentence.” The US Department of Justice requested Mashinsky receive at least 20 years behind bars in the May 8 sentencing for his role in misleading Celsius users and profiting from the price manipulation of Celsius (CEL), which would make the 59-year-old 79 if he serves the whole sentence. Lawyers acting for Mashinsky argued in a May 5 reply memorandum filed in a New York district court that he should receive no more than 366 days, because the DOJ hasn't taken into account his status as a nonviolent first-time offender with a previously unblemished 30-year history in business.   “The government's venom-…
    eToro aims for $4B valuation, $500M raise for US IPO
    The Israel-based eToro Group says it’s looking for a valuation of up to $4 billion with its initial public offering in the US, as the stock and crypto trading platform forges ahead with listing on the Nasdaq. The company and existing stockholders are aiming to raise $500 million through offering a total of 10 million shares priced between $46 to $50 apiece, eToro said on May 5. A filing with the US Securities and Exchange Commission shows eToro is offering 5 million shares, with a further 5 million being put up by the likes of the company’s co-founder and CEO, Yoni Assia; his brother and executive director, Ronen Assia; along with venture firms Spark Capital, BRM Group and Andalusian Private Capital, among others. The company offers stock and crypto trading targeting retail and plans to li…
    Suspect in $190M Nomad hack to be extradited to the US: Report
    A Russian-Israeli citizen allegedly involved in the $190 million Nomad bridge hack will soon be extradited to the US after he was reportedly arrested at an Israeli airport while boarding a flight to Russia.  Alexander Gurevich will be investigated for his alleged involvement in several “computer crimes,” including laundering millions of dollars and transferring stolen property allegedly connected to the Nomad Bridge hack in 2022, The Jerusalem Post reported on May 5. Gurevich returned to Israel from an overseas trip on April 19 but was ordered to appear before the Jerusalem District Court for an extradition hearing soon after, according to the report.  On April 29, Gurevich changed his name in Israel’s Population Registry to “Alexander Block” and received a passport under that name at Isra…
    Florida takes strategic Bitcoin reserve bills off the table
    Two Florida crypto bills have been removed from the legislative process in the latest blow to American state-level strategic Bitcoin reserve ambitions.  Florida’s House Bill 487 and Senate Bill 550 have been “indefinitely postponed and withdrawn from consideration” on May 3, according to the Florida Senate.  Florida’s legislative session adjourned on May 2 without the passage of these two bills, which would have advanced legislation to establish a crypto reserve for the state. The Senate and House agreed to extend the session until June 6 to address budget plans.  Lawmakers passed about 230 bills during the session, dealing with things like prohibiting putting fluoride in the water, protecting state parks, and a school smartphone ban, but diversifying state treasury portfolios was not amon…
    Tron says DAO X hack cost victims $45K, Curve Finance also hit
    A hacker who took over the Tron DAO X account is estimated to have made around $45,000 in improperly solicited funds, according to a spokesperson from Tron.  Speaking to Cointelegraph, the Tron public relations team confirmed that on May 2, the Tron DAO account posted a contract address and sent direct messages to solicit payments in exchange for promotional advertising on the Tron account. “Our security team quickly identified the intrusion and cut off access to the hacker, but we ask the community to continue to be vigilant. We will never ask anyone for payments like this via DM or otherwise,” they said.  The team said that based on the illicit contract address the hacker posted, the amount improperly solicited appeared to be around $45,000.  Asked whether the same hacker could be respon…
    Fresh $1B in Tether mints on Tron, closing gap again with Ethereum
    The Tron network has drawn closer to regaining the lead from Ethereum in Tether circulation after another big mint by the US stablecoin issuer. On May 5, Tether minted another $1 billion Tether (USDT) on the Tron network, according to Arkham Intelligence. This brings the total USDT on Tron to $71.4 billion, according to the Tether Transparency report.  In comparison, there is currently $72.8 billion USDT circulating on the Ethereum network, so just $1.4 billion more USDT on Tron will see it become the leading network for the world’s largest stablecoin issuer, as it has been previously over the last two years.  Tron was ahead of Ethereum for USDT circulation between July 2022 and November 2024, but a large $18 billion mint on Ethereum pushed the network ahead again, according to CryptoQuant…
    New crypto bill draft seen to curb big crypto firm influence
    The new “Digital Asset Market Structure Discussion Draft” introduced by House Republicans on May 5 could work to reduce the dominance of large crypto firms and promote more participation in the broader market, according to an executive from Paradigm.  The discussion draft, led by the House agricultural and financial services committee chairs Glenn Thompson and French Hill, is an “incremental, albeit meaningful, rewrite” of the Financial Innovation and Technology for the 21st Century Act (FIT21), Paradigm’s vice president of regulatory affairs Justin Slaughter said in a May 5 X post. One-pager of the digital asset market structure discussion draft submitted by House Republicans on May 5. Source: US House Agriculture Committee One of the major changes from FIT21 is that the draft defines an…
    Samourai Wallet says feds hid advice that crypto mixer was in the clear
    Samourai Wallet’s lawyers allege federal prosecutors suppressed advice that the firm didn’t need a license before they charged executives at the crypto mixing service months later.  In a May 5 letter to a Manhattan federal court, lawyers for Samourai co-founders Keonne Rodriguez and William Hill said prosecutors disclosed that the US Treasury Department’s Financial Crimes Enforcement Network (FinCEN) representatives told them six months before they charged the pair “that under FinCEN’s guidance, the Samourai Wallet app would not qualify as a ‘Money Services Business’ requiring a FinCEN license.” “Shockingly, six months later, the same prosecutors criminally charged Keonne Rodriguez and William Hill with operating just such a business without a FinCEN license,” the lawyers added. The letter…
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    AWS report: Generative AI overtakes security in global tech budgets for 2025
    New AWS report reveals 45% of global IT leaders now prioritize generative AI over cybersecurity in 2025 tech budgets as companies race to hire AI talent and implement AI strategies despite persistent skills shortages.  ( 10 min )
    Meet the new king of AI coding: Google’s Gemini 2.5 Pro I/O Edition dethrones Claude 3.7 Sonnet
    One of the standout features of the update is its ability to build full, interactive web apps or simulations from a single prompt.  ( 8 min )
    Lightricks just made AI video generation 30x faster — and you won’t need a $10,000 GPU
    Lightricks unveils groundbreaking LTXV-13B AI video model that runs 30X faster than competitors on consumer hardware through innovative "multiscale rendering" technology.  ( 9 min )
    ServiceNow lets users see more of their AI
    ServiceNow also announced a way for agents to communicate with others along with its new observability platform.  ( 6 min )
    Report: OpenAI is buying AI-powered developer platform Windsurf — what happens to its support for rival LLMs?
    OpenAI could see which types of developers use rival models such as the Meta Llama variants and Anthropic's Claude, and for what purposes.  ( 7 min )
    Korl launches platform orchestrating AI agents from OpenAI, Gemini and Anthropic to hyper-customize customer messaging
    Korl's platform works across multiple systems, using multi-agent and multimodal AI to create highly-customized customer messaging.  ( 8 min )
    Ōura adds AI-driven meal and glucose tracking features with Stelo by Dexcom
    Ōura, maker of a health-monitoring smart ring, announced that it will use AI to track and analyze two new metabolic health features: meals and glucose.  ( 10 min )
    IBM thinks that over a billion new applications will be built with gen AI : Here’s how they’re going to help that happen with agentic AI
    IBM details its plans to help enterprises to actually do more with AI, with an expanded set of agentic AI capabilities.  ( 9 min )
    Meta, Cisco put open-source LLMs at the core of next-gen SOC workflows
    Cisco’s Foundation-sec-8B LLM & Meta’s AI Defenders redefine cybersecurity with open-source AI for scalable SOCs.  ( 9 min )
  • Open

    How to Secure Mobile APIs in Flutter
    As mobile applications continue to evolve in functionality and scope, securing the APIs that power these apps has become more critical than ever. In the context of Flutter, a framework that enables cross-platform development, understanding how to sec...  ( 14 min )
    How to Create Documentation with docs.page – A Beginner's Tutorial
    One of the most tedious tasks for every startup, company, and open-source project is often building and managing documentation – especially for medium to large-scale documentation websites. docs.page is an open-source documentation tool that helps yo...  ( 12 min )
    How to Build Your Own Local AI: Create Free RAG and AI Agents with Qwen 3 and Ollama
    The landscape of Artificial Intelligence is rapidly evolving, and one of the most exciting trends is the ability to run powerful Large Language Models (LLMs) directly on your local machine. This shift away from reliance on cloud-based APIs offers sig...  ( 18 min )
    How to Create Serverless AI Agents with Langbase Docs MCP Server in Minutes
    Building serverless AI agents has recently become a lot simpler. With the Langbase Docs MCP server, you can instantly connect AI models to Langbase documentation – making it easy to build composable, agentic AI systems with memory without complex inf...  ( 7 min )
  • Open

    The Download: a longevity influencer’s new religion, and humanoid robots’ shortcomings
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Bryan Johnson wants to start a new religion in which “the body is God” Bryan Johnson is on a mission to not die. The 47-year-old multimillionaire has already applied his slogan “Don’t Die”…  ( 21 min )
    Why the humanoid workforce is running late
    On Thursday I watched Daniela Rus, one of the world’s top experts on AI-powered robots, address a packed room at a Boston robotics expo. Rus spent a portion of her talk busting the notion that giant fleets of humanoids are already making themselves useful in manufacturing and warehouses around the world.  That might come as…  ( 22 min )
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    realme Teases New GT 7 Smartphones Launching In Malaysia Soon
    realme has confirmed that the latest additions to its GT 7 series of smartphones will be launching in Malaysia soon. As you may recall, the base model as well as a newer “T” variant has recently been spotted in SIRIM, indicating their imminent arrival. Meanwhile, the series’ Pro variant had already made its debut locally […] The post realme Teases New GT 7 Smartphones Launching In Malaysia Soon appeared first on Lowyat.NET.  ( 16 min )
    A Leading Deepfake Porn Site Has Been Shut Down, Forever
    Mr. Deepfakes, one of the largest site for nonconsensual deepfake pornography, is shutting down for good. The site recently posted a notice on its site, saying that it has lost the ability to stay open. “A critical service provider has terminated service permanently. Data loss has made it impossible to continue operation. We will not […] The post A Leading Deepfake Porn Site Has Been Shut Down, Forever appeared first on Lowyat.NET.  ( 16 min )
    A Prototype Of DJI’s 360-Degree Camera Leaks Online
    Leaks featuring an alleged prototype of a 360-degree camera by action cam and drone manufacturer DJI have surfaced online. Thanks to tipsters hakasushi and Igor Bogdanov (aka @Quadro_News), details, images and even a Quick Start Guide of the alleged device were shared on X for all to see. Based on the materials provided, the DJI […] The post A Prototype Of DJI’s 360-Degree Camera Leaks Online appeared first on Lowyat.NET.  ( 16 min )
    Xiaomi Lifts SU7 Ultra EV’s Performance Restriction After Customer Complaints
    At times, people purchase cars to experience their full performance anywhere and anytime they please. Unfortunately, this wasn’t the case for owners of Xiaomi’s SU7 Ultra owners in China after a recent update had pretty much nerfed its 1,548 HP power output to a mere 900HP. As you’d expect, customers weren’t happy with this decision, […] The post Xiaomi Lifts SU7 Ultra EV’s Performance Restriction After Customer Complaints appeared first on Lowyat.NET.  ( 17 min )
    Technics AZ100 Lightning Review: The Hard-Hitting Sequel
    The Technics AZ100 launched earlier this year and serve as the successor to the AZ80 that I reviewed nearly two years ago. Considering how its predecessor wowed from the get-go, I actually started out this review with relatively high expectations. And boy, these earbuds did not fail to impress. What Am I Looking At? Both […] The post Technics AZ100 Lightning Review: The Hard-Hitting Sequel appeared first on Lowyat.NET.  ( 20 min )
    Google Gemini Now Allows 10 Image Uploads Per Prompt
    Gemini, Google’s AI chatbot, has now received an update allowing users to upload up to ten images per prompt. This will affect Android, iOS, and web users. Previously, the limit for uploaded pictures was one for every prompt. Users who attempted to upload more than one image to Gemini prior to the update would receive […] The post Google Gemini Now Allows 10 Image Uploads Per Prompt appeared first on Lowyat.NET.  ( 15 min )
    Infinix XPAD GT Gets SIRIM Certification
    Infinix is reportedly working on its first ever gaming tablet called the XPAD GT. The brand has yet to officially confirm the arrival of the upcoming device, but it has made an appearance on the SIRIM database, indicating that it will be making its way to Malaysia soon after its unveiling. The XPAD GT was […] The post Infinix XPAD GT Gets SIRIM Certification appeared first on Lowyat.NET.  ( 15 min )
    Apple Smart Battery Case May Return For The iPhone 17 Air
    Apple is reportedly planning on bringing back its Smart Battery Case for the iPhone 17 Air, according to a report by The Information. The reintroduction of the accessory may be intended to compensate for the phone’s poor battery life, as it is rumoured to have a battery capacity of between 3,000mAh and 4,000mAh. The Smart […] The post Apple Smart Battery Case May Return For The iPhone 17 Air appeared first on Lowyat.NET.  ( 16 min )
    OPPO Pad SE Appears On SIRIM Ahead Of Launch
    OPPO is reportedly preparing to launch a new budget tablet called the Pad SE. While nothing has been officially announced about the upcoming device yet, it has recently made an appearance on the SIRIM database, signalling its imminent launch in Malaysia. The Pad SE was listed with the model numbers OPD2420 and OPD2419 on the […] The post OPPO Pad SE Appears On SIRIM Ahead Of Launch appeared first on Lowyat.NET.  ( 15 min )
    Maybank To Add Transaction Limit, Cooling-Off Period For Reloads
    Last year, Maybank announced the addition of a 12-hour cooling-off period for adjustments to online transfer limits. Soon, the bank will be doing the same for reload services, including mobile prepaid plan reloads and game credits with PIN. This naturally also means that these transactions will also get limits when the change takes effect. Per […] The post Maybank To Add Transaction Limit, Cooling-Off Period For Reloads appeared first on Lowyat.NET.  ( 16 min )
    Zeekr 7X Will Be On Display At MAS 2025
    The 2025 Malaysian Auto Show (MAS 2025) is just around the corner, and many automakers are preparing to showcase their cars at this grand event. One of them is Zeekr, which recently revealed through a social media post that its 7X model will be making an appearance during the auto show. The Zeekr 7X was […] The post Zeekr 7X Will Be On Display At MAS 2025 appeared first on Lowyat.NET.  ( 17 min )
    Analyst: iPhone 19 Air Will Get Screen Upsize; Possibly 6.9 Inches
    The iPhone 17 generation is currently slated to be getting a new addition in the form of a supposed Air model. There have been plenty of rumours about it already, months ahead of its scheduled launch. But analyst Ming-Chi Kuo has shared a predicted launch schedule for upcoming Apple phones up until the second half […] The post Analyst: iPhone 19 Air Will Get Screen Upsize; Possibly 6.9 Inches appeared first on Lowyat.NET.  ( 16 min )
    Samsung Galaxy Z Fold7, Flip7 Battery Capacities Leaked
    Much has been said about the upcoming Samsung Galaxy Z Fold7 and Galaxy Z Flip7 foldables ahead of their scheduled launch in July, including the supposed cameras, dimensions, as well as chipset. This time, the subject matter is the respective battery capacities of the devices. The smartphones have reportedly undergone UL Demko certification in Denmark, […] The post Samsung Galaxy Z Fold7, Flip7 Battery Capacities Leaked appeared first on Lowyat.NET.  ( 16 min )
    Foldable iPhone May Feature Less Creasing, Higher Quality Hinge
    We recently heard that Apple is adjusting its iPhone launch strategy, and will have a bi-annual release instead, with the Pro models releasing in September, and the base variants coming later. The brand is also apparently planning to launch its first foldable phone next year. While the device was initially assumed to sport a clamshell […] The post Foldable iPhone May Feature Less Creasing, Higher Quality Hinge appeared first on Lowyat.NET.  ( 16 min )
    Microsoft Announces Gears Of War: Reloaded; Heading To PS5
    Microsoft officially announced Gears of War: Reloaded. The game is a remaster of the original game and is a celebration of the game’s 20th anniversary in 2026 and will be made available across all platforms and yes, that includes the Sony PlayStation 5 (PS5). “Gears of War: Reloaded is a celebration of one of gaming’s […] The post Microsoft Announces Gears Of War: Reloaded; Heading To PS5 appeared first on Lowyat.NET.  ( 16 min )
    OpenAI Not Being For-Profit; Non-Profit Division Retains Control
    Back in December, OpenAI announced that it will be letting the for-profit division of the company become a Public Benefit Corporation, essentially turning the company for-profit. While that is still on track to happen, The company now says that it, as a whole, will remain a non-profit, with the non-profit half being a large shareholder […] The post OpenAI Not Being For-Profit; Non-Profit Division Retains Control appeared first on Lowyat.NET.  ( 16 min )
    YouTube Tests Two-Person Premium Plan In Some Regions
    YouTube is testing a new Premium subscription plan that allows users to share their YouTube Premium or YouTube Music Premium membership with another person in their household. Currently, this option is available to some users in India, France, Taiwan, and Hong Kong. To be eligible for this subscription tier, both users must be at least […] The post YouTube Tests Two-Person Premium Plan In Some Regions appeared first on Lowyat.NET.  ( 16 min )
    Govt Mulls Extending FLYsiswa To Include Land Transport In Peninsular Malaysia
    The government is considering expanding the FLYsiswa initiative to include land transport travel within Peninsular Malaysia. This was revealed by Prime Minister Datuk Seri Anwar Ibrahim during a dialogue session at Management and Science University (MSU) yesterday, responding to a participant who inquired regarding the possibility of introducing subsidised land transport subsidies for students based […] The post Govt Mulls Extending FLYsiswa To Include Land Transport In Peninsular Malaysia appeared first on Lowyat.NET.  ( 15 min )
    Edifier Introduces QR30 Desktop Speakers With RM699 Price Tag
    Edifier has officially released a new pair of desktop speakers in Malaysia dubbed the QR30. The speakers are equipped with controllable LED lighting that can be controlled through an app and come with support for multiple audio input methods for flexibility. First up, the each speaker is equipped with a 0.75-inch silk dome tweeter and […] The post Edifier Introduces QR30 Desktop Speakers With RM699 Price Tag appeared first on Lowyat.NET.  ( 15 min )
    Skype Is Now Officially Offline
    Skype has officially joined the ranks of legacy online messengers like ICQ and MSN Messenger, having now been fully discontinued after 23 years of service. Visiting the platform’s website or opening its app now displays a notice encouraging users to switch to Microsoft Teams instead. For those unfamiliar, Skype launched in 2003 and changed ownership […] The post Skype Is Now Officially Offline appeared first on Lowyat.NET.  ( 15 min )
  • Open

    Join the 2025 Web3j Mentorships: Build the Future of Ethereum on the JVM
    The Linux Foundation’s Decentralized Trust (LFDT) mentorship program is back in 2025 with two exciting opportunities for developers passionate about Ethereum, Android, and the Java Virtual Machine (JVM). Whether you’re a seasoned blockchain developer or an Android enthusiast eager to dive into Web3, these mentorships offer  ( 4 min )

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    docker2exe: Convert a Docker image to an executable
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    Show HN: Tkintergalactic - Declarative Tcl/Tk UI Library for Python
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    Show HN: VectorVFS, your filesystem as a vector database
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    Product Purgatory: When they love it but still don't buy
    Comments  ( 11 min )
    Judge said Meta illegally used books to build its AI
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    Effects of repetitive transcranial magnetic stimulation on sleep bruxism
    Comments  ( 18 min )
    Gandi March 9, 2025 incident postmortem
    Comments  ( 6 min )
    The vocal effects of Daft Punk
    Comments  ( 14 min )
    Finding a Bug in Chromium
    Comments  ( 2 min )
    Docs like code in basic terms
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    The Inchtuthil Nail Hoard
    Comments  ( 20 min )
    100% Tariff on Foreign Movies
    Comments  ( 13 min )
    The Design of Compact Elastic Binary Trees (Cebtree)
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    Hyper-Typing
    Comments  ( 3 min )
    Robotics Meets the Culinary Arts
    Comments  ( 4 min )
    EU to ban anonymous crypto accounts and privacy coins by 2027
    Comments
    Show HN: CodeCafé – A real-time collaborative code editor in the browser
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    Mathematical Problem Solving
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    Show HN: Ductape – Build back end integrations once, reuse them anywhere
    Comments  ( 1 min )
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    Bootstrapping Lisp in a Boot Sector
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    Apple Shortcuts is falling into "the automation gap"
    Comments  ( 4 min )
    Using Coalton to Implement a Quantum Compiler
    Comments  ( 18 min )
    Show HN: ProcASM – A general purpose, visual programming lanugage
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    Extending a Language – Writing Powerful Macros in Scheme
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    Modern Latex
    Comments  ( 6 min )
    AI Meets WinDBG
    Comments  ( 6 min )
    Time Between The Lines: how memory access affects performance (2015)
    Comments  ( 7 min )
    Driving Compilers (2023)
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    Show HN: My AI Native Resume
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    Wikidive – AI guided rabbitholes in Wikipedia
    Comments
    Unparalleled Misalignments
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  • Open

    Getting Started with Mobile Phone Schematic Diagrams: A Beginner’s Guide
    📌 What is a Mobile Phone Schematic Diagram? A schematic diagram is a graphical representation of an electronic circuit. It shows how components like resistors, capacitors, ICs, and connectors are connected on the board. Helps in diagnosing hardware issues Saves time in troubleshooting Improves your understanding of board-level repair GND (Ground): Usually marked with a downward triangle VCC / VBAT: Main power lines Resistor (R), Capacitor (C), Inductor (L) U, Q, D labels: Indicate ICs, transistors, diodes Start from the battery input, trace the voltage line, check for filters or protection ICs, and identify where the current flow might be interrupted. Use a multimeter alongside the schematic to test continuity and voltage levels on each section of the board. For full tutorials, visual examples, and training resources, visit: 👉 https://www.fixdey.com  ( 3 min )
    How to Write a SELECT SQL Query for Oracle 19c Groups?
    Introduction In this article, we will explore how to write a SELECT SQL query in Oracle 19c to identify the latest account numbers from specific groups based on the previous account numbers. This technique can be beneficial when managing hierarchical data structures where records are interconnected through identifiers. By utilizing SQL, we can efficiently retrieve the latest entries for each group from a dataset. Understanding the Data Structure The given dataset consists of two columns: Account Number and Previous Number. The Account Number represents the current identifier, while the Previous Number indicates the preceding account number in the group hierarchy. With this structure, we can determine the latest account number for each defined group. To visualize the dataset: | Account Numb…  ( 5 min )
    Coding Challenge Practice -Question 2
    Today's question: Create a React application "Code Review Feedback" that helps in tracking and managing feedback on various aspects of code quality. Solution import React from "react"; const FeedbackSystem = () => { return ( Readability 👍 Upvote 👎 Downvote <p className="my-10 mx-0" dat…  ( 5 min )
    FitVision - devlog #3
    Hey everyone! 👋 Improvement of the User Interface Light/dark mode Settings window Added a toolbar to the main page Colored feedback Also, I've made public the repo of the project in case anyone wants to take a detailed look at it: https://github.com/nairec/FitVision 👀 Let's jump right onto it! The start and end detection buttons have been replaced by a toggle start/stop button and an end detection button. class Home(QMainWindow): def __init__(self): ... self.pause_session_button.clicked.connect(self.update_pause_state) self.end_session_button.clicked.connect(self.end_detection) ... class Home(QMainWindow): def initUI(self): self.paused = True self.detection_started = False ... self.end_session_button = QPushButton…  ( 5 min )
    Moonbirds and Indie Hacking in the NFT Ecosystem
    Abstract: This post explores the innovative NFT project Moonbirds and its potential as a launching pad for indie hackers. We explain how Moonbirds fuses digital art, blockchain technology, and community engagement to offer diverse opportunities that range from NFT art creation and platform development to augmented reality experiences and education. With a focus on easy-to-understand language, technical insights, and practical examples, this post delves into the background, core concepts, applications, and challenges facing these dynamic digital ventures. Throughout the article, we will also provide useful links and resources to deepen your understanding of this evolving ecosystem. The NFT space has exploded into a vibrant ecosystem where art, technology, and community blend into groundbre…  ( 9 min )
    How to Build a JavaScript Cookie Scraper for Compliance
    Introduction When it comes to cookie compliance, particularly regarding third-party cookies, having an understanding of how to log and manage these cookies is essential. Many websites are increasingly using cookie compliance scripts that leverage scanning tools to check which cookies are active. If you're looking to create your own scraper to log the cookies on your sites for compliance purposes, you're in the right place! Why Cookie Compliance is Important Cookie compliance refers to the adherence to laws and regulations regarding the use of cookies on websites. With regulations like the GDPR in the EU and CCPA in California, companies must be transparent about the data they collect via cookies, including third-party cookies. Failure to comply can result in significant fines and damage to…  ( 5 min )
    Hands-On with Amazon Q Developer in GitHub: Building an AWS SAM App from Scratch
    Introduction In mid-April, I blogged about leveraging cloud and generative AI to maximize developer productivity. Among other areas, I highlighted the potential of AI in the PR Review/Gitflow process, suggesting tools like Evolua.io or CodeRabbit to offload routine code reviews and low-value fixes to AI assistants. Today, I'm excited to explore Amazon's latest offering in this space: Amazon Q Developer in GitHub, which has just been released in preview. As an AWS Community Builder, I've had early access to this tool for over a week, and I wanted to put it through its paces with a real-world test: Can Amazon Q Developer build a complete AWS SAM application from scratch, based solely on requirements provided in GitHub issues? Before diving into my experiment, let's quickly review how Amaz…  ( 5 min )
    🚀 "Forget the Weather App – I Check the Forecast Using My Linux Terminal "
    🔹 Introduction: Every morning, we grab our phones and open a weather app. But ever since I started my 30-day Linux challenge, I’ve been doing it differently. terminal. Yes, the terminal! if you need an umbrella. 🔹 What You’ll Learn: Check the weather using curl and wttr.in Customize output Add an alias for quick access 🔹 Step-by-Step Tutorial (With Code Blocks) Let’s get into how you can check the weather right from your Linux terminal. No weather apps, no browser — just pure terminal magic. 🧙‍♂️⚡ ✅ Step 1: Open Your Terminal You can open it by pressing: ✅ Step 2: Use curl with wttr.in This command shows you the weather forecast in your current city using the terminal: ✅ Step 3: Check Weather for a Specific City Want to check the weather in Delhi, UK, or USA? Just add the city name: ✅ Step 4: Customize the Output 🎯 Metric Units (Celsius) 🧼 No ASCII Graphics (Plain Output) ✅ Step 5: Create a Weather Shortcut (Alias) Want to type weather instead of writing the full command every time? .bashrc or .zshrc file. In my Case, I'm using .zshrc file. Edit your .zshrc file with nano ~/.zshrc. Add the alias to .zshrc with alias weather="curl wttr.in" Save and exit the editor Press Ctrl + X to exit. Press Y to confirm changes. Press Enter to save the file. To write something in the terminal or display text, you can use commands like: echo: For printing messages. cat >: To write multiple lines into a file. nano: For directly editing files in the terminal. tee: For displaying text and saving it to a file simultaneously. These simple commands let you write, edit, and manage text efficiently from the terminal. #30DaysLinuxChallenge #CloudWhisler DevOps #Linux #RHCSA #Opensource #AWS #CloudComputing Catch out by My LinkedIn profile https://www.linkedin.com/in/rajpreet-gill-4569b4161/  ( 4 min )
    How to Take Remote Backups Using rsync Over SSH (Day 12 of 30)
    Table of Contents Introduction Why Organizations Still Use rsync Understanding rsync and SSH Step-by-Step Guide to Remote Backups Real-World Use Case Summary Backups are essential for any system administrator. While many organizations invest in commercial backup solutions like Veritas NetBackup, Veeam, or Windows NT Backup, there's a simpler, open-source tool that's been trusted for years: rsync. In this article, we'll explore how to use rsync over SSH to perform remote backups efficiently and securely. Despite the availability of commercial tools, many organizations prefer rsync because: Simplicity: Easy to set up and use. Efficiency: Transfers only changed files, saving bandwidth and time. Security: Works seamlessly over SSH for encrypted transfers. Flexibility: Suitable for various b…  ( 4 min )
    "Profitably Green: How Eco-Centric Entrepreneurs are Revolutionizing the Business World"
    Profitably Green: How Eco-Centric Entrepreneurs are Revolutionizing the Business World In recent years, a remarkable transformation has swept through the business landscape: the rise of eco-centric entrepreneurs. These trailblazers are not only prioritizing environmental responsibility but are also proving that sustainability and profitability can go hand in hand. As consumers become increasingly environmentally conscious, businesses that embrace green practices are gaining a competitive edge. Let’s explore how eco-centric entrepreneurs are sculpting a greener, more profitable future. Eco-centric entrepreneurship focuses on innovative solutions that address environmental concerns while remaining economically viable. The movement has seen a substantial increase, with many entrepreneurs in…  ( 4 min )
    Boilerplate project to debug and run C++ code in VS Code
    This post is originally posted on my blog here I found it little difficult to run CPP project in vs code always, we need to do lot of configuration, setting to debug the code. Prerequisite Make sure that CPP compiler already installed in your machine, I will use gcc but you can use any other compiler of your choice VS Code should be installed in your machine. (optional) Install plugin "C/C++ Extension Pack" , this will install C/C++ extension and CMAKE (We don't need CMAKE for now, I will write seperate tutorial to build project using CMAKE) I am going to follow below folder structure for my project and will follow same in rest of tutorial to write configuration files Boilerplate │ main.cpp # CPP file contains main function │ └───build # Build file (Executable …  ( 5 min )
    Mintable's Blockchain Impact on Open Source Software: A New Dawn for Intellectual Property & Collaboration
    Abstract: This post explores how Mintable is revolutionizing the open source ecosystem by harnessing blockchain technology to manage intellectual property, boost developer collaboration, secure software projects, and streamline licensing using NFTs and smart contracts. We delve into blockchain fundamentals, examine Mintable's key contributions, discuss practical use cases, review challenges and limitations, and explore future innovations. The article weaves technical insights with accessible language, offering tables, bullet lists, and authoritative links – including perspectives from both License-Token and dev.to – making it an invaluable resource for developers, project managers, and technology enthusiasts looking to understand this transformative synergy. Blockchain technology has tran…  ( 8 min )
    Optimizing Cleaning Resource Management with IoT
    The professional cleaning industry is undergoing a digital transformation thanks to the adoption of smart technology and Internet of Things (IoT) devices. From robotic vacuums to connected scheduling systems, these technologies are significantly improving efficiency, saving costs, and enabling real-time optimization of cleaning resources. In this article, we will explore how connected devices are streamlining resource allocation, inventory control, personnel management, and customer satisfaction in the cleaning services industry. We’ll also embed code snippets in Python and Node.js to demonstrate how you can build and integrate simple IoT monitoring systems for cleaning operations. Traditional cleaning service management relied on manual reporting, static schedules, and basic checklists. T…  ( 5 min )
    Microsoft's Journey into Open Source: From Proprietary Past to Collaborative Future
    Abstract: This blog post explores Microsoft's transformative journey into open source, discussing its historical struggle, critical milestones, and current role as a champion of open source innovation. With a detailed examination of core concepts such as Azure–Linux integration, the GitHub acquisition, and strategic partnerships, this article provides technical insights and practical examples. We also explore challenges such as licensing complexities and community skepticism, outline future prospects including blockchain-based sustainability, and highlight related open source funding innovations. For more details on Microsoft’s transformation, check out the Original Article. Over the past two decades, Microsoft has evolved from a staunch defender of proprietary software to an influential …  ( 8 min )
    #1 on SWE-bench lite, achieved fully autonomously by open-source Refact.ai Agent
    Refact.ai Agent has achieved the #1 score on SWE-bench Lite — solving 179 out of 300 tasks, for a 59,7% success rate. Our approach: fully autonomous AI Agent for programming, no manual intervention needed. SWE-bench Lite is a benchmark that evaluates LLM-based systems on real GitHub issues from popular open-source Python projects. Each task requires applying a bug fix or feature implementation, then validating the result through test execution. This makes the benchmark particularly valuable for understanding how AI tools will perform in actual production environments. Refact.ai Agent takes a fully autonomous, iterative approach. It plans, executes, tests, and self-corrects — repeating steps as needed to reach a single correct solution with no user input. So, the benchmark setup was designe…  ( 6 min )
    How to Specify a Different Linker in GCC and Clang?
    Introduction When compiling programs in C or C++ using cc or c++, you may find yourself needing to use a different linker than the default one. For instance, your version of GCC or Clang might link against /usr/bin/ld. In many scenarios, developers want to test their applications with alternative linkers, like /usr/local/bin/ld, for various reasons, including performance evaluation or compatibility testing. In this article, we’ll explore how to specify a different linker without running separate compilation steps. Why the Default Linker Matters The linker plays a crucial role in the compilation process, as it's responsible for combining different object files into a single executable. By default, compilers like GCC and Clang use a hard-coded linker, typically located at /usr/bin/ld on Unix…  ( 4 min )
    sql question
    Second highest invoice for each customer Total invoices for each customer per month SELECT DISTINCT Customers.CustomerName, Invoice1.InvoiceId, Invoice1.InvoiceAmount FROM JOIN ON Customers.CustomerId = Invoice1.CustomerId ON Customers.CustomerId = Invoice2.CustomerId Customers.CustomerName, Invoice1.InvoiceId, Invoice1.InvoiceAmount HAVING SELECT CustomerID, FORMAT(InvoiceDate, 'yyyy-MM') AS InvoiceMonth, SUM(InvoiceValue) AS TotalInvoiceAmount FROM Exam.Invoice GROUP BY CustomerID, FORMAT(InvoiceDate, 'yyyy-MM');  ( 3 min )
    Landing from Clouds: Why On-Premise Will Eventually Win
    “The computer industry is the only industry that is more fashion-driven than women’s fashion.” Larry Ellison In our era, the cloud is the haute couture of infrastructure. Everyone wants it. Everyone says you need it. And few ask whether it actually fits. This post is for those who remember that not every problem needs 12 layers of abstraction. It's for careful builders who believe that owning your tools is better than renting your soul. And here are 12 reasons why on-premise will outlast the hype. The cloud sells convenience, but charges premium rent, forever. When you buy servers, you own an asset. When you rent a VM, you feed a meter. The cloud is like living in a hotel room and bragging you don’t have to fix the faucet. Sure, but you’re paying 10× the mortgage and still can’t open a w…  ( 7 min )
    #1 on SWE-bench Lite, achieved fully autonomously by open-source Refact.ai Agent
    Refact.ai Agent has achieved the #1 score on SWE-bench Lite — solving 179 out of 300 tasks, for a 59,7% success rate. Our approach: fully autonomous AI Agent for programming, no manual intervention needed. SWE-bench Lite is a benchmark that evaluates LLM-based systems on real GitHub issues from popular open-source Python projects. Each task requires applying a bug fix or feature implementation, then validating the result through test execution. This makes the benchmark particularly valuable for understanding how AI tools will perform in actual production environments. Refact.ai Agent takes a fully autonomous, iterative approach. It plans, executes, tests, and self-corrects — repeating steps as needed to reach a single correct solution with no user input. So, the benchmark setup was designe…  ( 6 min )
    How Harrison G Herdzik Manages Tech Clients Efficiently as a Student Founder
    Hey Devs, I’m Harrison G Herdzik — a full-time tech student at Western Connecticut State University and founder of Harrison’s Tech Solutions, a small business offering practical IT support for local clients. Balancing academics, client requests, and business admin might sound chaotic, but I’ve developed a lightweight but effective workflow that keeps me sane and productive. Here’s how I do it — and how you can adapt it to your own side-hustle or service-based business. 🧰 My Tech Stack for Client Management CRM & Task Tracking: Notion Scheduling & Booking: Calendly Remote Support: AnyDesk Invoicing: Wave Communication: Gmail + Google Meet Documentation: Google Docs + Loom for quick video walkthroughs Each tool solves a specific problem. The goal isn’t complexity — it’s clarity and control. **💬 How I Communicate With Clients *Here’s my approach: Keep emails concise but informative Use screen recordings (Loom) when words fall short Set clear expectations and timelines from the start Document every service — even one-off calls That’s something I learned early on: people appreciate clarity, not cleverness. **⏱️ Time Management as a Student & Founder ⏰** Morning:** Classwork, assignments 💻 Afternoon: Scheduled client calls or remote work 📑 Evening: Admin tasks, follow-ups, learning new tech tools By blocking time and batching tasks, I reduce context switching. And if a client emergency comes up? I leave a 1-hour buffer each day just in case. 🚀 Advice from Harrison Herdzik to Aspiring Student Founders Your first client might be a family friend — that’s okay. Document your work. It builds trust and repeat business. Say no to bad fits. Focus on clients you can genuinely help. Keep learning. The tech world changes fast — be ready. Whether you’re offering dev services, IT help, or consulting — your time, your tools, and your tone all matter.  ( 4 min )
    Microsoft Azure's Blockchain Services Expansion: Pioneering the Future of Digital Transactions
    Abstract Microsoft Azure is ushering in a new era in digital transactions by expanding its portfolio of blockchain services. This post explores the background of blockchain technology and its transformative potential across industries. We detail Azure’s Blockchain-as-a-Service (BaaS), its developer tools, partnerships, and industry-specific innovations. Alongside practical use cases, we analyze challenges such as regulatory uncertainty and scalability, and we provide forward-looking insights about the trends shaping the future. With tables, bullet lists, and curated links to authoritative sources—from what is blockchain to explorations of blockchain scalability—this article is tailored for both technical enthusiasts and industry professionals seeking clarity and insight into Microsoft’s …  ( 8 min )
    How to Fix Modal Animation Issues with Button Elements
    Understanding the Issue with Modal Animations If you've ever tried to implement a modal that slides in from the bottom after being triggered by a button, you might have encountered an unexpected behavior when using a element inside your modal dialog. This is a common issue that developers face, especially when working with CSS animations. In this article, we will explore why this issue occurs and how you can fix it effectively. Why Does This Happen? The problem often arises from the way CSS handles layout changes during animations. When the modal is opened, if a button element is included, it may trigger a reflow in the browser’s layout engine. This reflow can result in the appearance of a scrollbar, which disrupts the fluidity of your animation. The pointer-events property combin…  ( 4 min )
    [Boost]
    Join the Amazon Q Developer "Quack The Code" Challenge: $3,000 in Prizes! dev.to staff for The DEV Team ・ Apr 30 #devchallenge #awschallenge #webdev #ai  ( 2 min )
    "Quirky Cash: Transforming Offbeat Hobbies into Profitable Side Hustles"
    Quirky Cash: Transforming Offbeat Hobbies into Profitable Side Hustles In today's fast-paced world, finding a side hustle that not only supplements your income but also fulfills your passion is the dream. The monotonous 9-to-5 grind can take a toll, so why not channel your quirky interests into something lucrative? Welcome to the quirky cash revolution, where offbeat hobbies become profitable side hustles! Throughout history, there have been intriguing instances where unusual hobbies have turned into thriving businesses. Here are a few inspiring examples: Soap Sculpting: The humble art of soap carving, once a calming pastime, has captured the interest of niche markets. Custom soap can sell for $20-$50 apiece, especially during festive seasons. Pet Rock Revival: Remember the 1970s Pet R…  ( 4 min )
    Weekly Insights: AI, Cloud, and Quantum Advances (Apr 27 - May 3, 2025)
    Last week, breakthroughs surged across artificial intelligence, cloud computing, and quantum technologies, reshaping how developers build, deploy, and envision the future of computing. From Meta’s ambitious bid to democratize powerful AI tools to Google’s massive bet on multi-cloud cybersecurity and IonQ’s groundbreaking quantum network, we’ve seen an electrifying shift: technologies once thought futuristic are rapidly becoming today’s developer toolkits. Here’s why these advancements matter and why tech professionals should pay close attention. AI: Advancements in Models, Tools, and Funding Meta’s LlamaCon empowers open-source AI Meta hosted its first-ever LlamaCon developer conference (April 29th) dedicated to its Llama AI models. Meta announced an upcoming Llama API: a cust…  ( 15 min )
    Evite requisições desnecessárias com debounce em JavaScript
    Você já digitou algo em um campo de busca e, a cada letra digitada, uma nova requisição era feita para a API? Isso é ineficiente. A solução? debounce() debounce? É uma técnica usada para adiar a execução de uma função até que um tempo específico tenha passado sem novas chamadas. É muito usado em: buscas dinâmicas (auto-complete) eventos de rolagem (scroll) eventos de resize Imagine um campo de busca que chama a API a cada tecla: function search(term) { fetch(`https://api.exemplo.com/search?q=${term}`) .then(res => res.json()) .then(console.log); } input.addEventListener("input", (e) => { search(e.target.value); }); Isso gera chamadas demais. Agora, com debounce: function debounce(fn, delay) { let timer; return (...args) => { clearTimeout(timer); timer = setTimeout(() => fn(...args), delay); }; } const debouncedSearch = debounce(search, 500); input.addEventListener("input", (e) => { debouncedSearch(e.target.value); }); Agora só é chamada a API depois que o usuário parar de digitar por 500ms. No React, pode usar com useCallback ou bibliotecas como lodash.debounce: import debounce from 'lodash.debounce'; const debounced = useCallback( debounce((value) => { // chamada de API aqui }, 300), [] ); Conta aqui nos comentários como implementou 👇 Ou salva esse post pra usar depois! 🔖  ( 3 min )
    How to Remove Cast in Hibernate Queries for DB2 z/OS?
    Introduction If you're working with Hibernate and querying a DB2 z/OS database, you might have faced a common issue where the generated SQL queries include unnecessary cast statements, especially after upgrading to Hibernate 6. This can cause errors as certain DB2 versions don't support those casts. In this article, we will explore why this issue occurs and provide solutions to remove the cast statements for compatibility with DB2 z/OS. Understanding the Problem In Hibernate, SQL query generation can change between versions due to changes in how Hibernate handles type conversions. After upgrading to Hibernate 6, many users report encountering errors like: Could not convert 'java.lang.Character' to 'java.lang.String' using 'org.hibernate.type.descriptor.java.StringJavaType' to wrap This pa…  ( 5 min )
    Understanding Laravel's Arr::dot() Method
    When working with deeply nested arrays in Laravel, especially when handling configuration files, API responses, or multidimensional data structures, managing or accessing values quickly becomes complex. Laravel’s Arr::dot() method offers a clean, efficient way to flatten these arrays using “dot” notation, making them much easier to work with. In this article, we’ll explore what Arr::dot() does, how it works, and when you might want to use it. The Arr::dot() method in Laravel flattens a multidimensional array into a single-level array using dot notation for keys. This transformation allows you to access deeply nested values with a simple key string. Arr::dot(array $array, string $prepend = '') $prepend: (Optional) A string to prefix each key in the final array. This method is part of Laravel’s Illuminate\Support\Arr helper class. Let’s take a look at a typical example: Input Array $data = [ Applying Arr::dot() $flattened = Arr::dot($data); print_r($flattened); [ 'user.name' => 'John', 1. Configuration Files 2. Localization 3. Form Handling Bonus: Reversing the Flattening $nested = Arr::undot($flattened); Arr::dot() is a small but powerful utility in Laravel that simplifies the handling of complex arrays. Whether you're building APIs, working with config files, or cleaning up nested data structures, this helper can be a time-saver and make your code cleaner and more readable. Next time you're faced with a deeply nested array, consider reaching for Arr::dot() — you’ll appreciate the simplicity it brings.  ( 4 min )
    How to Learn PHP: A Practical Guide
    PHP is a server-side scripting language used to build dynamic websites and web applications. It's easy to get started, and learning it can open doors to backend development. This guide walks you through the most effective way to learn PHP from scratch. Before diving in, know what PHP is for: Runs on the server to generate HTML Connects to databases like MySQL Handles form submissions, sessions, and authentication You’ll often use PHP alongside HTML, CSS, JavaScript, and SQL. Install the tools you need: Local server: Use XAMPP, MAMP, or Laragon. These bundles include Apache, PHP, and MySQL. Code editor: Use VS Code, Sublime Text, or PHPStorm. Browser: Chrome or Firefox for testing your output. Once installed, place your PHP files in the correct web directory (usually htdocs/ for XAMPP). St…  ( 4 min )
    My HCI Notes
    Observation Study with a User Observation Basics Why, what, where and when to evaluate Observation Metrics and Objectives Evaluation Classes(Components) Study Methods (many) Interviews Forms structured semi-structured unstructured Running an interview Introduction Warm-up Main body A cool-off period Closure Questionnaire System Usability Scale (SUS) NASA Task Load Index (TLX) User Experience Questionnaire (UEQ) THINK ALOUD Preparation (image 1) Perform the study (image 2) Finalize (image 3) WORKLOAD MEASUREMENT Good Workload Measure Criteria Sensitive: Detects task demand changes. Selective: Ignores irrelevant factors. High Bandwidth: Tracks rapid changes. Unobtrusive: Doesn’t disrupt tasks. Reliable: Consistent results. Diagnostic: Identifies workload sources. Assessment Methods Primary Task: Direct performance (e.g., speed, accuracy). Secondary Task: Indirect (e.g., tapping, reaction time). Physiological: ECG, EEG, eye-tracking (needs conditioning). Subjective Ratings: Easy, non-intrusive (e.g., NASA-TLX). NASA-TLX Overview 6 Factors: Mental, physical, temporal demand, effort, performance, frustration. Step 1: Rate each (0–100). Step 2: Pairwise comparisons to weight importance. Final Score: Weighted sum (0–100). Balances subjectivity with structured comparison. OBSERVATION AND ETHNOGRAPHY Participants Study Documentation Study Wrap-Up Study without a User Human Memory and Study Methods  ( 3 min )
    Construyendo un Chatbot con Ollama y SAP CAP: Frontend y Backend
    Introducción Alguna vez quisiste construir un chat interactivo con un modelo de lenguaje como Llama usando Ollama? En este artículo, te mostraré cómo crear un proyecto full stack que incluye un frontend dinámico y un backend basado en SAP CAP (Cloud Application Programming Model). ¡Vamos a ello! Para instalar Ollama, sigue estos pasos: Ve al sitio oficial de Ollama: https://ollama.com. macOS: Descarga el archivo .dmg y sigue las instrucciones para instalarlo. Windows: Descarga el archivo .exe y sigue las instrucciones del instalador. Una vez instalado, abre una terminal y ejecuta el siguiente comando para verificar que Ollama esté instalado correctamente: ollama --version Deberías ver la versión instalada de Ollama. Si necesitas configurar Ollama para que funcione con tu proyecto, aseg…  ( 4 min )
    How I Use Perplexity AI for Web Scraping in Python (and Why You Probably Should Too)
    When I first came across Perplexity AI, I assumed it was just another AI-powered search engine. But after using it in real projects, I realized it can be incredibly helpful when paired with Python, especially for smarter data scraping. If you work with data, automate research, or build anything that involves gathering online information, web scraping is likely part of your workflow. The challenge is that scraping today’s websites is not as easy as it once was. The good news is that tools like Perplexity AI and Crawlbase can make your scraping stack more efficient, intelligent, and scalable. In this post, I’ll walk you through how I use Perplexity AI for web scraping in Python and why combining it with Crawlbase’s scraping API has helped me build more powerful data pipelines. Why Web Scrapi…  ( 6 min )
    🚀BeatTheBossGame.com — Click Faster, Crush Stress, and Destroy the Boss(Now with Android Support and a Leaderboard!)
    Hey Dev Community! 👋 I'm excited to share a project I've been working hard on — BeatTheBossGame.com, Ever had one of those days at work where your boss pushes you a little too far? But there's more... 🎮 🧠 What is BeatTheBossGame? 😤 Why I Built This So I turned that emotion into a game. 📱 Android App is Live! ✅ Smooth performance You can download it directly from the website or Google Play https://play.google.com/store/apps/details?id=com.arunantony.beatthebossgame 🏆 Real-Time Leaderboard Track your ranking in real time Compete with other angry clickers across the globe: See how you stack up in CPS (Clicks Per Second) Bragging rights included 🥇 Whether you're crushing the boss or getting crushed, the scoreboard keeps it honest. 🛠️ Tech Stack 🌐 Try It Out! https://www.beatthebossgame.com I’d love your feedback — and if you beat the top score, post a screenshot in the comments! 💬 Let’s Connect Thanks for checking it out! 🙌  ( 3 min )
    🚀Introducing AquaScript: Your Go-To Fake JSON API for Seamless Development
    TL;DR: We built AquaScript to tackle a problem developers face daily — getting realistic, ready-to-use test data without setting up a backend. It’s free, fast, and live. Try it now and streamline your development workflow: Aquascript (Free-Json-API) 🌱 Why We Built AquaScript As devs, we’ve all been there: ✅ Prototyping a frontend but waiting on backend endpoints Enter AquaScript: A blazing-fast fake JSON API that gives developers instant access to clean, categorized, and realistic test data. ✨ What Makes AquaScript Special AquaScript offers a growing library of realistic, categorized data: 📚 Books & BooksV2 (Basic and extended book info) 💬 Quotes & QuotesV2 (Inspirational, funny, and deep quotes) 🎬 MoviesData & MoviesDataV2 (Film titles, genres, ratings, etc.) 😂 Jokes & Programm…  ( 4 min )
    🚀Introducing AquaScript: Your Go-To Fake JSON API for Seamless Development
    TL;DR: We built AquaScript to tackle a problem developers face daily — getting realistic, ready-to-use test data without setting up a backend. It’s free, fast, and live. Try it now and streamline your development workflow: Aquascript (Free-Json-API) 🌱 Why We Built AquaScript As devs, we’ve all been there: ✅ Prototyping a frontend but waiting on backend endpoints Enter AquaScript: A blazing-fast fake JSON API that gives developers instant access to clean, categorized, and realistic test data. ✨ What Makes AquaScript Special AquaScript offers a growing library of realistic, categorized data: 📚 Books & BooksV2 (Basic and extended book info) 💬 Quotes & QuotesV2 (Inspirational, funny, and deep quotes) 🎬 MoviesData & MoviesDataV2 (Film titles, genres, ratings, etc.) 😂 Jokes & Programm…  ( 4 min )
    🐳 Understanding Docker's Default Bridge Network (With Diagram)
    If you've ever spun up a Docker container and wondered how does this thing talk to the internet?, you’re not alone. Docker quietly builds a tiny virtual world behind the scenes — with bridges, fake Ethernet cables (veth), and routing tables. In this post, we'll walk through how Docker’s default bridge network actually works, using a diagram-based example. Ready? Let’s go! 👇 When you run: docker run -d nginx Docker places your container on a network called bridge (unless you tell it otherwise). This bridge is a virtual switch inside your host. Your container: Gets its own virtual Ethernet interface Talks to other containers via the bridge Reaches the outside world via NAT routing Let’s break this down visually. Note: This diagram shows three containers (busybox, nginx, busybox-sec) c…  ( 4 min )
    Permissions API to Manage User Consent
    Comprehensive Exploration of the Permissions API for Managing User Consent Historical and Technical Context The emergence of web technologies has ushered in a new era of interactivity and real-time applications. However, with such capabilities comes the critical responsibility of user privacy and consent. The Permissions API was standardized as part of the broader movement to provide enhanced privacy practices on the web, enabling developers to manage user permissions more systematically. The Permissions API was introduced to address the concerns posed by previous blind consent models, which often left users unaware of the degree of access they were granting. Traditionally, permissions like location access, notifications, and camera/microphone use were either all-or-nothing, l…  ( 6 min )
    Hello world!
    Hi!  ( 2 min )
    SVG Halftone Filter Demo: Live Image Preview & Toggle
    Explore how halftone effects can be applied using pure SVG filters — no CSS tricks or raster effects. Upload your own image or paste a URL, then switch between two scalable vector halftone styles (half-tone and half-tone-hd). Great for experimenting with non-destructive, resolution-independent image filtering in real time.  ( 3 min )
    How to Create a PHP Registration Form as a Single Page Application?
    Creating a multi-page registration form in PHP can be cumbersome, especially when the pages require reloading for navigation. If you're experiencing slow load times with your current method—where each page requires a new HTTP request—you might want to consider converting your form into a Single Page Application (SPA). This approach enhances user experience by loading the HTML just once and using JavaScript to handle navigation smoothly. Understanding the Issue When using multiple pages for form registration, each time a user clicks the 'Next' button, a new HTTP request is sent to the server, which loads a new page. This results in a complete refresh, including reloading CSS, JavaScript, and images, leading to inefficient use of resources and slow loading speeds. A Single Page Application a…  ( 4 min )
    New browser in town
    I like testing new browsers, these days I use Firefox more than chrome, but I always have Opera and Edge. Today I saw this video https://youtu.be/9YM7pDMLvr4?si=R7X_wdJVqqRB3TNB Andreas explaining what is Ladybird browser and why they are developing it. So I went to https://github.com/LadybirdBrowser/ladybird checked out the code and build it on WSL2 Windows 11, took around 3 hours to compile and finally it worked UI looks similar to Firefox and feels like #Netscape in 1999, and it is developed actively, I hope we have a new and free browser because feels like Firefox is not that free anymore and Google has been too strong on browser market, it would be nice to have a real non-profit browser here. Maybe government/countries should support this kind of organizations otherwise browsers or OSes becoming like citizen monitoring tools and used for profit and manipulation, After we say internet is a human right that human should have the option of non monitored communication use in their home. And in the YouTube video Andreas talks about SerenityOS which looks very similar to Windows 95, good old days. It is a good idea to have unix like OS as desktop. But remember this year is the Linux desktop year :D Reference: https://ladybird.org/ https://serenityos.org/  ( 3 min )
    The Pros and Cons of Creating Your Own Libraries for Frontend Development
    Introduction In frontend development, engineers frequently face the decision of whether to build their own libraries or leverage existing open source solutions. While creating custom libraries can offer certain advantages, the modern development landscape increasingly favors using well-established open source libraries. This article examines both approaches to help teams make informed decisions. Perfect Fit for Your Needs Custom libraries can be designed specifically for your project's requirements No unnecessary features or bloat that comes with generic solutions Ability to make architectural decisions that align perfectly with your stack No Dependency Risks Complete control over updates and maintenance No concerns about open source projects being abandoned Avoid "dependency hell" where…  ( 4 min )
    🚀 Do zero ao primeiro SaaS: 3 erros que me ensinaram mais do que qualquer acerto
    Em janeiro, decidi tirar minha ideia de SaaS do papel. O objetivo? Aprender na prática como levar um produto do conceito à loja. Confesso que foi uma onda de desafios (e ainda está sendo!). Como era meu primeiro projeto, cometi vários equívocos. Eu queria compartilhar alguns abaixo ⤵️ — e como eles estão me ajudando a evoluir: 🔥 Planejamento impulsivo   Fui direto da ideia para a solução, sem mapear etapas ou prazos. Resultado? Retrabalho e ansiedade. Hoje, priorizo ferramentas de gerenciamento e cronogramas flexíveis para manter o foco sem engessar a criatividade. 🔍 Validação superficial   Criei o SaaS para resolver meu problema, mas não validei se era uma dor real do mercado. Consequência? Perdi tempo competindo com soluções já consolidadas. Aprendi que entrevistas com potenciais usuários são tão importantes quanto o código. 💸 Precificação "no feeling"   Foquei em funcionalidades incríveis, mas não pensei em como monetizá-las de forma atraente. Lição? Agora estudo modelos de precificação antes de sair desenvolvendo novas features, usando cases de sucesso como referência. ✨ O saldo positivo?   Esses tropeços me deram algo valioso: clareza. Hoje entendo melhor que errar faz parte do processo — desde que cada erro vire um degrau para iterar. E você? Já passou por situações assim em seus projetos?  ( 3 min )
    How do I improve my coding skills?
    Please give me tips to help me learn how to make my code better than ever before!!!!???? Please?  ( 2 min )
    How to Troubleshoot BLE Connection Issues in Kotlin?
    When developing applications that involve Bluetooth Low Energy (BLE) communication, you might encounter connection issues with certain BLE devices. In this guide, we will focus on troubleshooting a case where one BLE device connects successfully while another fails to establish a connection even after initial setups seem correct. This situation can lead to frustration, especially if logs indicate that connections are attempted but not finalized. Let's explore some common reasons for this behaviour and how to address them effectively. Understanding BLE Connection Process Bluetooth Low Energy (BLE) allows for low-power communication between devices. Each BLE device offers various services and characteristics. Establishing a connection typically involves several steps, from enabling the Bluet…  ( 5 min )
    These DevOps KPIs Will Boost Your Performance In 2025
    As the DevOps landscape evolves, tracking the right KPIs (Key Performance Indicators) becomes more than a performance metric it becomes a strategy for continuous improvement, team alignment, and business value delivery. In 2025, DevOps is not just about shipping code faster. It's about delivering resilient, scalable, and secure systems while maintaining harmony across development and operations. Here’s a look at the most relevant KPIs DevOps teams should track in 2025 to ensure performance, productivity, and reliability are all on target. Deployment Frequency Why it matters: This KPI measures how often you deploy code to production. High-performing DevOps teams typically deploy multiple times per day. How to improve: •Automate CI/CD pipelines •Embrace feature flags and trunk-based development •Encourage smaller, incremental releases Pro tip: Pair this metric with Change Failure Rate to ensure quality isn't sacrificed for speed. Lead Time for Changes Change Failure Rate (CFR) Mean Time to Recovery (MTTR) System Uptime & Availability Developer Productivity Infrastructure as Code (IaC) Coverage Security Scan Success Rate Final Thoughts Want to dive deeper? Top DevOps KPIs to Boost Your Performance in 2025  ( 4 min )
    GAEB4Linux – Open Source GAEB Viewer/Editor for Linux (Java/XML)
    Hey dev.to! GAEB4Linux, which aims to bring native support for GAEB files (a German construction industry standard) to Linux. GAEB is a widely used XML-based format for exchanging construction data in Germany. It’s essential for things like bills of quantities, tender submissions, costing, and invoicing. There are plenty of GAEB software tools available, but almost all of them are Windows-only or commercial. Linux users in the construction industry currently have no solid open-source solution to handle GAEB files. The goal is to create an open-source GAEB file viewer/editor for Linux (written in Java for cross-platform compatibility). The initial version will support: Viewing GAEB XML files (e.g., .X83, .X84), Entering bid data and prices for tenders, Later stages could include additional features like full AVA (tendering and invoicing) functionality. 🌱 Current Status: Right now, I’m in the early planning phase – no code has been written yet. I’m designing the system, figuring out the core features, and planning how to integrate the GAEB XML structure. Developers familiar with Java, XML, and GUI design (Swing/JavaFX, etc.), Anyone with experience in the construction industry or knowledge of GAEB/AVA workflows, Designers or UX/UI specialists who can help build an intuitive interface, Feedback from anyone who has worked with GAEB or similar standards. I’m planning to host the project on GitLab, and I’ll set up a chat (Discord/Matrix) for discussions and collaboration. Would love to hear your thoughts or suggestions, and I’m open to any tips from anyone who has experience with GAEB file handling. Thanks for reading! —Klaus  ( 3 min )
    Google's SGE Is Destroying Traditional SEO - 2025 Survival Guide
    Google's SGE Is Destroying Traditional SEO - 2025 Survival Guide The Hard Numbers # 2025 SGE Impact Data traffic_drop = 42 # Percentage decrease queries_affected = 68 # Percentage of searches publishers_impacted = 87 # Percentage - Traditional blog format + Discussion-style content with: • Real user testimonials • Expert roundups • Problem/solution framing Case Study: "After converting our API guide to Q&A format, SGE visibility increased 29% while traditional rankings remained stable." Old SEO Approach New SGE Optimization "JavaScript frameworks" "Which JavaScript framework works best for large SaaS applications?" const aiResistantContent = [ 'Interactive code sandboxes', 'Original research studies', 'Step-by-step video walkthroughs' ]; Yes, but focus has shifted to long-tail, problem-solving queries. Most sites report 35-50% drops on informational queries. ⚠️ Dangerous - instead enhance with unique insights and first-hand experience. Want the complete SGE guide? Grab our free 2025 SEO guide.  ( 3 min )
    Artificial Intelligence In The IT Industry Opportunities & Challenges
    Introduction This article explores the role of AI in the IT industry, highlighting its opportunities and challenges while providing insights into the future of AI in technology. Opportunities of AI in the IT Industry How AI Reduces Manual Work Machine Learning in Cybersecurity AI in Big Data Processing Challenges of AI in the IT Industry Risks of AI in Data Processing AI Talent Gap in the IT Industry Training & Upskilling IT Professionals Dependency on AI & Job Displacement Future of AI in the IT Industry AI & IoT Integration As AI advances, IT companies must balance automation and human expertise, ensuring a future where AI enhances innovation while maintaining ethical standards. FAQs How does AI improve IT security? What are the biggest challenges of AI in IT? Can AI replace IT professionals? What are the ethical concerns related to AI in IT? How will AI shape the future of the IT industry?  ( 6 min )
    Starvation in Javascript: When your program remains Hungry
    If you've spent time working with JavaScript's asynchronous model, you know that its single-threaded nature is both a blessing and a curse. On one hand, you don't have to worry about complex locking mechanisms. On the other, you might stumble into weird issues where your code just... never runs. One such issue is starvation. In the context of JavaScript, starvation refers to a situation where a task is perpetually delayed because the event loop is constantly busy with other tasks—usually of higher priority or those scheduled more frequently. Since JavaScript executes code in a single-threaded environment using an event loop, starvation can occur when: Long-running synchronous code blocks the event loop. Microtasks (Promises, MutationObservers, etc.) continuously prevent macrotasks (like se…  ( 4 min )
    🚀 Application Tier Platform Migration Oracle EBS R12.2.x
    This guide details the full process for migrating the Application Tier (middle tier) of Oracle EBS R12.2.x to a new Unix/Linux platform while retaining the Database Tier unchanged. 🎯 Objective Current patch levels ✅ Requirements & Restrictions 🛠️ Source System Preparation Step-by-step: echo $FILE_EDITION # should return "run" Apply Required Patches adop phase=apply patches=21255247,22391154 apply_mode=hotpatch adop phase=apply patches=22259926 apply_mode=hotpatch Run AutoConfig sh $AD_TOP/bin/adconfig.sh contextfile= Run adpreclone cd $INST_TOP/admin/scripts perl adpreclone.pl appsTier Update Snapshot via AD Administration Menu: Maintain Applications Files → Maintain Snapshot Information → Update Current View Snapshot → …  ( 5 min )
    Expedition 33 publisher: "Elder Scrolls: Oblivion didn’t seem to harm us at all"
    Expedition 33 publisher: "Elder Scrolls: Oblivion didn’t seem to harm us at all" 35% of Expedition 33 players also played the Elder Scrolls remaster | Publisher Kepler hails Xbox thegamebusiness.com  ( 2 min )
    $50 masterpiece in an $80 industry. Cost Quality
    $50 masterpiece in an $80 industry. Cost ≠ Quality - Imgur Discover the magic of the internet at Imgur, a community powered entertainment destination. Lift your spirits with funny jokes, trending memes, entertaining gifs, inspiring stories, viral videos, and so much more from users. imgur.com  ( 2 min )
    How to Add a Login Page with SQL for Username and Password?
    Creating a login page for your project is essential for user authentication and security. In this article, we'll walk you through the process of adding a SQL-based login page to your existing project. You can access the project at this GitHub link, where the fundamental files are stored. By the end of this tutorial, you'll understand how to implement a basic username and password entry system. Understanding the Importance of User Authentication User authentication is critical for any web application that requires user privacy and data protection. By allowing users to enter their username and password, you can ensure that sensitive information and resources remain secure. Database Setup for Username and Password Storage To add user authentication, we need a database to store the username an…  ( 5 min )
    AI Music (Suno 4.5) Is Insane - Jpop DnB Producer Freya Fox Partners with SUNO for a Masterclass
    A post by AI News  ( 3 min )
    Brave’s Latest AI Tool Could End Cookie Consent Notices Forever
    Brave’s Latest AI Tool Could End Cookie Consent Notices Forever “An LLM analyses each site’s content to detect unblocked cookie consent notices and suggests ways to block them.” analyticsindiamag.com  ( 3 min )
    Duolingo said it just doubled its language courses thanks to AI
    Duolingo said it just doubled its language courses thanks to AI | The Verge There are 148 new courses. theverge.com  ( 3 min )
    “It Looked Right…” Famous Last Words Without Tests
    TL;DR: LLMs are great, but they’re not your safety net. Please, for the love of all things holy, test your code. We’re in the golden age of vibe coding. LLMs scaffold our code, fix our syntax, and fill in the blanks. We’re thinking more about architecture and less about syntax—and that’s great. But in all this abstraction, we sometimes skip something essential: testing. AI doesn’t run your code. It doesn't know if that method exists, if that call will throw an error, or if that edge case breaks everything. It’s bluffing with confidence. You can’t vibe your way through correctness. You need tests to know your code behaves the way you think it does. 🛡 Confidence to refactor without fear 🧠 Clarity around what your code is supposed to do 🔄 Continuity when you revisit the code 6 months later 🤝 Collaboration with teammates who now understand the logic A mentor once told me: “Start at the center—your happy case. Then go left, right, and fall off the line.” Say your function expects a positive integer. Start with 42. Then try: 0, -1, Infinity, -Infinity A string ("hello"), a float (3.14), or null Now take it further: What if the parameters are undefined? What if the database call fails? What if the API returns malformed or missing data? What if a field you depend on is null? The real world is messy. Your tests should be ready for that. As we stop writing every line ourselves, we need to start questioning every line more. AI will get you to “working”—but testing gets you to “works when it matters.” AI bluffs. Don’t let it bluff you into a broken release.  ( 3 min )
    "Trailblazers and Innovators: How Tech Titans Redefine Leadership and Spur Global Innovation"
    Trailblazers and Innovators: How Tech Titans Redefine Leadership and Spur Global Innovation Introduction In the fast-paced world of technology, certain individuals stand out as trailblazers and innovators. These tech titans not only redefine leadership but also drive global innovation with unprecedented fervor. From Elon Musk to Sundar Pichai, their unique approaches and visionary ideas continue to shape the digital landscape. Tech titans have redefined what it means to be a leader in the 21st century. Gone are the days of conventional top-down management. Here’s how they lead: Visionary Thinking: Leaders like Elon Musk thrive on ambitious goals. Musk's work with SpaceX and Tesla exemplifies how visionary thinking catapults industries forward, from reusable rockets to electric…  ( 4 min )
    SMART CROSS
    Crossing the future easily with Smart Cross  ( 2 min )
    Grumphp en proyectos Ddev
    Grumphp es un orquestador que permite configurar el uso de herramientas de código estático para PHP. Hasta hace relativamente poco tiempo he usado W4D como entorno de desarrollo en mis proyectos, pero hace un año me tocó probar Ddev para un proyecto y desde entonces me enamoré de todo lo que aporta este software. Ahora toca migrar proyectos que tengo con W4D a Ddev y una de las cosas que toca migrar es Grumphp. Para instalar Grumphp yo uso el paquete de Carcheky que está preparado para funcionar con Drupal y luego lo personalizo. Ejecuto el siguiente código para instalar el paquete: composer config extra.grumphp --json '{"config-default-path": "vendor/carcheky/drupal-grumphp/configs/grumphp.yml"}' ; composer require --dev carcheky/drupal-grumphp -W Una vez instalado copio el archivo grumphp.yml que se encuentra en vendor/carcheky/drupal-grumphp/configs/grumphp.yml a la misma altura del archivo composer.json En el archvio composer.json busco la configuración de grumphp y actualizo config-default-path de la siguiente manera: "grumphp": { "config-default-path": "grumphp.yml" } En el archivo grumphp.yml que hemos copiado a la raíz del proyecto buscamos la configuraciónde git_hook_variable y lo actualizamos de la siguiente manera: git_hook_variables: EXEC_GRUMPHP_COMMAND: ddev exec php Por último en la consola ejecuto el siguiente comando para actualizar la configuración del hook pre-commit ddev exec grumphp git:init De esta forma actualizaremos el hook pre-commit de nuestro proyecto (los hooks pre-commit están en la ruta '/.git/hooks/pre-commit`y el archivo queda así: `bash DIFF=$(git -c diff.mnemonicprefix=false -c diff.noprefix=false --no-pager diff -r -p -m -M --full-index --no-color --staged | cat) export GRUMPHP_GIT_WORKING_DIR="$(git rev-parse --show-toplevel)" (cd "./" && printf "%s\n" "${DIFF}" | ddev exec php 'vendor/bin/grumphp' 'git:pre-commit' '--skip-success-output') `  ( 3 min )
    Understanding the Builder Pattern – One Brick at a Time
    📘 Why This Blog? When I first encountered the Builder Design Pattern, it felt over-engineered—like too many classes just to build an object! clicked. This devblog is my honest take on helping you understand the Builder Pattern—the way I wish someone had explained it to me. The Builder Pattern helps construct complex objects step by step. In simple terms: You control the construction process, one method at a time. You might be looking at a Builder Pattern if you see: A class with many constructor parameters (some optional). Code like: IUser user = new User.Builder().setName("Alice").setAge(30).build(); A nested static Builder class or a separate builder class that returns the same object. public class User implements IUser { private final String name; private final int age; …  ( 4 min )
    React Compiler RC: What it means for React devs
    Written by David Omotayo✏️ The React compiler is one of the biggest updates to the React framework in years. Last year, the React team released a beta version. Around that time, I wrote an article called “Exploring React's Compiler: A Detailed Introduction”. It unpacked the core idea behind the compiler and showed how it could improve React development by automatically handling performance issues behind the scenes. When the beta dropped, the React team encouraged developers to try it out, give feedback, and contribute. And many did. A standout example is Sanity Studio. They used the compiler internally and shipped libraries like react-rx and @sanity/ui that are optimized for it. Thanks to contributions like these, the React team officially released the first Release Candidate (RC) on Apr…  ( 10 min )
    Chapter 5: Cross-Functional Teamwork Done Right
    📘 Series: Becoming a Great Product Manager Chapter 5: Cross-Functional Teamwork Done Right Being a product manager means wearing many hats, but it never means working alone. The success of your product depends on how well you collaborate with designers, developers, QA, marketing, and more. In this chapter, we’ll break down what cross-functional collaboration looks like when it’s done right and how you can foster it on your team. Great PMs don’t just coordinate. They listen, learn, and empathize with every function. Understanding the goals and constraints of each role builds trust and leads to better decisions. Example: Your designer is pushing back on adding another button to a crowded screen. Instead of insisting, you ask about the visual hierarchy and UX implications. …  ( 5 min )
    AWS Storage Explained: Choosing Between File, Block, and Object Storage Like a Pro
    Ever felt like you're drowning in data? You're not alone. In today's digital world, applications generate and consume information at an unprecedented rate. Choosing how and where to store that data in the cloud is one of the most fundamental – and often confusing – decisions architects and developers face. Pick the wrong type, and you could end up with slow performance, skyrocketing costs, or an architecture that just doesn't scale. You look at the AWS console, and the options seem endless: S3, EBS, EFS, FSx... what's the difference, and when should you use each? It feels a bit like walking into a massive hardware store looking for a screw – you know you need something to hold things together, but the sheer variety of options is overwhelming. (Intro/Hook: Relatable problem - data deluge an…  ( 9 min )
    Go #009 – Defer, Panic, Recover: Memory Segments Demystified
    1. defer: Cleanup with Guaranteed Execution What it does: Runs a function after its parent function finishes. package main import "os" func main() { file, _ := os.Open("data.txt") defer file.Close() // Deferred cleanup } Memory Segmentation +-------------------+ Lowest Address | Code | |-------------------| | main() | // Compiled instructions | os.Open() | // File-opening logic | file.Close() | // Cleanup instructions +-------------------+ | Data | |-------------------| | "data.txt" | // Filename (immutable) +-------------------+ | Stack | |-------------------| | main() frame | | file (pointer) →| // Points to OS resource +-------------------+ | …  ( 4 min )
    A Look into CTags: The Secret Map of Your Codebase
    Have you ever opened a massive codebase and wished you could jump straight to the definition of a function, class, or variable without scrolling endlessly? That's exactly what CTags is for. In this post, we’ll break down what CTags is, how to use it, and—most importantly—how to read a tags file CTags (short for "C Tags") is a tool that scans your code and generates an index of where functions, variables, classes, and other identifiers are defined. This index is saved in a file called tags. Suppose you have this simple math_utils.py file: def add(a, b): return a + b def subtract(a, b): return a - b Run this in your terminal: ctags -R . You’ll now see a file called tags in your directory. tags File? Here’s what it might look like: add math_utils.py /^def add(a, b):$/;" f s…  ( 4 min )
    How to Detect Offline/Online Status in ReactJS
    Have you ever wanted to notify users when they lose internet connectivity in your React app? Today we build AppShell component together that monitors the browser's online/offline status and shows a user friendly message when the user goes offline. Realtime apps (like chat, stock tickers, etc.) depend on live connectivity. Offline-friendly experiences build trust and reliability. It's surprisingly easy to implement. Lets Wrap the entire app (or any major layout component) with AppShell: navigator.onLine: Detects the initial connection status. window.addEventListener("online"/"offline"): Reacts to changes in network status. useEffect: Registers and cleans up event listeners when the component mounts/unmounts. Let me know how you're handling offline states in your apps :)  ( 3 min )
    Use Apps Script for custom Workspace Flows triggers
    Developers will be able to use Apps Script to create their own custom Workspace Flows triggers and actions. #googlecloudnext #googleworkspace #appsscript Follow youtube.com/@googleworkspacedevs  ( 4 min )
    How to Dynamically Configure REST API URLs in Angular
    Introduction If you're new to Angular and transitioning from server-side development, one common challenge is configuring your application to dynamically connect to your Spring REST API. While hardcoding URLs might be the simplest immediate solution, it often causes issues when deploying to different environments. In this article, we will discuss various approaches to effectively manage API URLs in your Angular application, ensuring a smooth deployment process. Understanding API URL Management When building applications that interconnect with REST APIs, it's crucial to manage API URLs efficiently. Typically, during development, you'd use one server endpoint (localhost), while production might require a completely different URL. Hardcoding API endpoints makes it challenging to adapt to thes…  ( 5 min )
    Go #008 – Closures: Escape Analysis in Action
    Closures in Go are powerful but come with hidden memory implications. By capturing variables from their surrounding scope, they force the compiler to decide: Should these variables live on the stack or heap? Let’s dissect real-world examples to see escape analysis in action. The Code package main func counter() func() int { count := 0 // Escapes to heap (captured by closure) return func() int { count++ return count } } func main() { // Closure captures heap-allocated variable c := counter() println(c()) // 1 println(c()) // 2 // Loop closure pitfall var funcs []func() for i := 0; i < 3; i++ { funcs = append(funcs, func() { println(i) // i escapes to heap…  ( 4 min )
    Go #007 – Functions: Multiple Returns, Named Returns, and Stack Frames
    Go’s functions are deceptively simple. Features like multiple returns and named returns feel ergonomic, but they quietly shape how memory is allocated and managed. Let’s dissect their impact on stack frames and uncover when the heap sneaks into your function calls. The Code package main // Multiple returns (stack-allocated) func sumAndDiff(a, b int) (int, int) { return a + b, a - b } // Named returns (stack by default, heap if escaped) func calcTax(price float64) (tax float64, err error) { tax = price * 0.07 return // Implicit return } // Heap escape: returning a pointer to a stack variable func riskyCalc() *float64 { result := 42.0 // Escapes to heap (returned pointer) return &result } func main() { sum, diff := sumAndDiff…  ( 4 min )
    How NoLogin Was Born: From a Computer Lab Frustration to a Sharing Revolution
    It all started back in 3rd sem — during one of my computer lab session. My friend had just executed his code — and it worked perfectly. So what happened? He had to log into Gmail on the lab PC That’s when I had this thought: Googled and found already existing ones like dontpad So, for the next couple of weeks, all of us started using dontpad — mostly just copy-pasting code, sharing it as soon as someone got it working. Whoever cracked the problem first would dump the code there, and the rest of us would just grab it and run. Then one day, I was sitting in class and noticed how our teacher logged into her Gmail just to download a PPT and present it to the class. That moment stuck in my mind — but I got busy with other things and didn’t think much of it. A few days later, one of our teachers…  ( 4 min )
    Streaming LLM Responses — Tutorial For Dummies (Using PocketFlow!)
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    Marketplace de Drupal
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    Validasi di Frontend dan Backend: Kenapa Harus Dua-duanya?
    Yo, Guys! mari mabar. Jadi gini, pas kita lagi ngoding aplikasi, mau itu web app, mobile, atau bikin API pasti bakal ada momen kita nerima input dari user, kan? Entah itu form registrasi, data login, upload file, atau apa pun lah. Nah, data yang masuk ini nggak bisa langsung kita percaya gitu aja. Sebelum diproses atau dilempar ke database, kita wajib pastiin dulu datanya itu valid, lengkap, dan formatnya sesuai sama yang kita harapkan. Proses ini, ya kalian udah tau lah, namanya Validasi Data. Tapi sering banget muncul pertanyaan klasik nih di kalangan developer, termasuk kita-kita: "Bro, validasi di frontend aja cukup nggak sih? Kan udah dicek di browser user. Atau mending di backend aja biar lebih secure?" 🤔 Simple answer: Nggak cukup satu, Guys. Harus dua-duanya. Validasi itu kudu jal…  ( 6 min )
    Bring third-party incidents into Better Stack
    Incidents in cloud and SaaS tools block users just as hard as faults in your own code. The fix comes faster when the same on-call queue covers both. IsDown now plugs straight into Better Stack through a native API connection. Every outage that IsDown detects shows up as an incident in Better Stack, follows your existing escalation rules, and clears automatically once the vendor recovers. Vendor downtime seldom triggers your own uptime probes—the traffic never reaches you. IsDown closes that gap by checking hundreds of official status pages round the clock. When those signals land inside Better Stack, responders work from a single incident list. No tab-hopping, no split workflows. A shared queue also tightens communication. Stakeholders follow one channel, post-mortems cover both internal a…  ( 4 min )
    When is it necessary to split a dataset for Analysis? Is it before, or after we clean the data? That is the question.
    ** ** What is data? Data, in its simplest form, is raw, unprocessed facts and figures. It can be numbers, text, images, or any other form of information that can be stored and processed by computers. Data becomes meaningful information when it is analyzed, interpreted, and placed in context. Therefore, Data is the basic unit of information before it's been organized, analyzed, or interpreted. What is information? In data science, splitting your dataset effectively is an important initial step towards building a robust model. Generally, you'll want to allocate a larger portion of your data for training, very often around 70%-80%, with the remaining 20%-30% for testing. This allows the model to learn from a substantial amount of data while still retaining enough unique data points to test …  ( 8 min )
    AWS Global SQS with Multi-Region Availability
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities This project demonstrates how to create a .NET application that sends messages to Amazon SQS with multi-region capabilities, allowing it to be agnostic about which regional SQS endpoint the message is being sent to. The routing is controlled via Amazon Route53 weighted routing rules, enabling seamless failover between regions. Amazon SQS is a regional service, but many applications require multi-region resilience. This project demonstrates how to achieve global availability for SQS, similar to what AWS has already implemented for services like: Amazon S3 Global Accelerator: Provides global endpoints that route to the nearest regional bucket Amazon EventBridge Global Endpoints: Enables mu…  ( 5 min )
    Target Search Program
    This is a little program that I made as apart of project on Codecademy. The logic and search process is super simple. I am still pretty proud as i'm barely learning c++. I was just wondering how I could make the search much more efficient or even the program as a whole. This is the code I wrote. bool contains_target(const std::string& word, const std::string& target){ int word_length = word.length(); int target_length = target.length(); if(target_length > word_length) { return false; } for(int i = 0; i <= word_length - target_length; i++){ if(word[i] == target[0]){ std::string sub = word.substr(i, target_length); if(sub == target){ return true; } } } return false; }  ( 3 min )
    How I Got SonarCloud to Detect Test Coverage in a Spring Boot Project with JaCoCo
    Recently, I ran into a pretty common problem while working on a Spring Boot project with SonarCloud: test coverage wasn't being reported correctly. Even though my tests were running fine, SonarCloud was showing 0% coverage. 🤯 After digging through the docs and trying different configurations, I finally got everything working. Here's exactly what I did, in case it helps you too. mockito-inline dependency One issue I had with Mockito was mocking final classes or static methods. To solve this, I added the following dependency to my pom.xml: org.mockito mockito-inline 5.2.0 test The JaCoCo plugin needs to be configured correctly to generate the jacoco.xml file, which is …  ( 4 min )
    Day 16 of Coding
    100DaysofCode - Day 16: Today, I started working on Python projects on FreeCodeCamp.org to practice what I’ve learned so far. In 2–3 days, I’ll begin learning HTML, which will open the door to web development—a key skill for many tech roles, including AI and app development.  ( 2 min )
    A refreshing take on entrepreneurship in the digital world. Practical and relatable.
    The Remote-Preneur Reality: What Most Developers and Freelancers Don't See Coming Matt Johnson ・ May 5 #remotework #entrepreneurship #productivity #freelancing  ( 2 min )
    TS1436: Decorators must precede the name and all keywords of property declarations
    TS1436: Decorators must precede the name and all keywords of property declarations TypeScript is a robust, statically-typed programming language designed as a superset of JavaScript. Simply put, it enhances JavaScript by adding type definitions (a way to explicitly define the type of values) and other powerful features like interfaces, enums, and decorators. This makes it easier to work with larger codebases and prevent runtime errors by catching issues during the compile time. For those just starting out, think of TypeScript as a tool that adds structure and safety to JavaScript without changing its core nature. If you're building complex applications or working in a collaborative team, TypeScript helps make your code predictable, maintainable, and scalable. Type definitions form the c…  ( 6 min )
    Basics of Stack, Heap, memory management, VM & JVM
    🚀 Have you ever wondered when you open up any program like VLC Player (music player) What happens? How it comes on your PC's screen? How it uses your resources and runs on your machine? Well, there are many workers who are responsible of running a process. 📔 But wait before starting anything, what is a program and process ? Whenever someone writes code lines in a file (let say java) which we call a set of instructions class Test { public static void main (String[] args){ System.out.println("Hello world"); } } Above code written is nothing but we are trying to tell the computer that load the Test class, call the main() method and print "Hello world" on our screen. Now this set of instructions File is called a program (a fancy word) and when we run (execute) our progra…  ( 7 min )
    Part 2 of Pattern Matching in Switch - Java
    This is the part 2 of the blog covering switch expressions in Java. If you haven't read part 1 yet, please give it a read here as it would cover some of the basic understanding of the switch expression and pattern matching in switch. Java compiler doesn't force exhaustiveness in switch statements, whereas switch expression are expected to be exhaustive. What really is exhaustiveness? Exhaustiveness ensures that all possible cases are handled in a switch expression, either explicitly or with a default case. For example, When you use an enum type, switch must cover different values of the enum. This is not limited to enums, its applicable to all the types switch supports. Look at the below versions of code, former one with switch statement and the later with switch expressions. This snippet…  ( 6 min )
    Vector Databases: The Secret Sauce for AI-Powered Search (That Won't Make Your Brain Explode)
    Welcome to the Future, Where Databases Have Superpowers Hey there, fellow code wrangler! 👋 Remember when databases were just boring tables of data? Well, buckle up, because we're about to dive into the world of vector databases – the cool kids on the block that are making AI-powered search feel like magic. But don't worry, I promise not to make your brain ooze out of your ears. Let's keep it fun, shall we? Imagine you're at a party (yes, developers do attend parties occasionally), and you're trying to find someone who shares your passion for obscure 80s sci-fi movies. In a regular database, you'd have to go person by person, asking, "Do you like 'Buckaroo Banzai'?" Exhausting, right? Now, picture a party where everyone's interests are floating around them like colorful bubbles. You just…  ( 5 min )
    Dev Diary #1 – Google Agent Development Kit: Lessons I Learned
    This diary-tutorial hybrid tracks my first months with Google’s Agent Development Kit (ADK) — pure experience, insight sharing, and nothing else. The ADK is Google’s open-source framework for designing, chaining, and shipping autonomous AI agents. If you are unfamiliar with this framework, read my beginner guide to build AI agents quickly. You don’t need many AI agents, one for each task. An agent can call as many tools as it needs. AI independently decides what tool it should use and when. Write a precise prompt and correctly declare what tools AI can access and when it should be used. You should care what you save in the session state. AI agents could save the output to the session state, and different agents in your AI pipeline could access it. While developing, you should navigate to t…  ( 5 min )
    API Testing Essentials: What Every QA Engineer Should Know
    If your organization relies on software to deliver value, APIs are already at the epicenter of your digital infrastructure. They connect your systems, enabling you to scale through integration and automation and deliver superior customer experiences. But what’s often overlooked is that APIs are only as reliable as your ability to test them effectively. Unlike traditional UI testing, which focuses on the frontend layer, testing them gives you visibility into the actual mechanics of your app—the business logic, the rules that drive decisions, and the integrations that connect your systems. If you don’t validate that layer thoroughly, you leave core functionality exposed, increasing security risk. In this blog post, we’ll explore API testing in detail: its types, benefits, prerequisites, best…  ( 11 min )
    Drawing the Line: What Makes Support Vector Machines So Effective?
    Learn how Support Vector Machines find the optimal hyperplane to classify complex data with precision and power. In the era of ever-growing data, choosing the right algorithm to make sense of it all is crucial. One such powerful and versatile tool is the Support Vector Machine (SVM) — a supervised learning model known for its ability to classify complex datasets with remarkable accuracy. In this blog, we’ll break down how SVMs work, the intuition behind them, their mathematical foundations, and how you can implement them in real-world applications. Whether you're just starting with machine learning or looking to solidify your understanding, this guide will equip you with the essentials. This simple yet powerful concept forms the foundation of SVMs. By maximizing this margin, SVMs achieve …  ( 6 min )
    Inspecting Rich Documents with Gemini Multimodality and Multimodal RAG
    As part of the Google GenAI Exchange Program, I completed the course "Inspect Rich Documents with Gemini Multimodality and Multimodal RAG", which dives into the power of multimodal AI for document inspection and analysis. Gemini Multimodality combines the capabilities of language models with image and document analysis, enabling AI to understand not just text, but images and other media within documents. The course introduced me to Multimodal RAG (Retrieval-Augmented Generation), a method that enhances AI’s ability to retrieve and generate information from multiple sources, making document inspection smarter and more efficient. Through this course, I learned how to apply these techniques for document parsing, intelligent search, and extracting insights from complex datasets. By integrating Gemini’s multimodal capabilities, I can now inspect and analyze rich documents, unlocking new possibilities in document automation, content generation, and knowledge extraction.  ( 3 min )
    Okay, it's time to change your cron job
    I'll start this post by saying that it's been a while since we got the first version of the CRON, which became de facto a default task scheduling tool for developers. Even more, cron jobs are older than me and I'm not that young. When I first got into software development, we used to deploy our code on EC2 instances and have a minimal continuous delivery setup realized via webhooks that triggered the git pull command and restart nginx, but we also had a bunch of recurring tasks That had to be invoked at midnight (classic example). Some of them had to run every couple of minutes. I remember learning the cron syntax at that time, it felt almost like RegExp, but surely, it was 1000 times easier, however, this is not what I want to talk about. Over time, a lot of tools that I used for softwar…  ( 7 min )
    Building Gen AI Apps with Gemini and Streamlit
    I recently completed the "Develop GenAI Apps with Gemini and Streamlit" course as part of the Google GenAI Exchange Program. This course focused on building interactive, user-friendly GenAI applications by combining Gemini, a powerful language model, with Streamlit, a framework for quickly developing web apps. Through hands-on practice, I learned how to integrate Gemini’s natural language understanding capabilities into Streamlit apps, enabling them to generate dynamic and relevant responses. Streamlit made the process of building these applications faster and more intuitive by offering simple tools to create interactive user interfaces. By the end of the course, I gained the skills to deploy AI-powered apps that can handle user input, process data, and generate real-time results—all with minimal code. This has opened up new possibilities for creating intelligent, real-world applications that leverage the power of Gemini and Streamlit.  ( 3 min )
    It’s rare to see someone explain remote success without the hype. This was solid.
    The Remote-Preneur Reality: What Most Developers and Freelancers Don't See Coming Matt Johnson ・ May 5 #remotework #entrepreneurship #productivity #freelancing  ( 2 min )
    Neural DSL v0.2.9: Early Preview of Aquarium IDE for Visual Neural Network Design
    We're pleased to announce the release of Neural DSL v0.2.9, which includes an early preview of Aquarium IDE, a new development environment for neural network design. This initial release provides basic visual tools for network design and integrates with Neural's shape propagation system. "Aquarium IDE is our first step toward making neural network development more visual and accessible. While still in early development, we believe this approach will help both beginners and experienced developers better understand their network architectures." — Neural DSL Team Aquarium IDE is a new development environment for neural network design that we're releasing as an early preview. In this initial version, it provides a basic visual interface for designing simple neural networks and viewing tensor s…  ( 6 min )
    Optimizing Developer Workflows: Insights from Slack and AI Tools
    Originally published at ssojet Slack's Developer Experience (DevXP) team recently implemented significant optimizations to their end-to-end (E2E) testing pipeline, achieving a 60% reduction in frontend build frequency and a 50% decrease in overall build time. These enhancements streamline the continuous integration and deployment (CI/CD) process, allowing engineers to iterate rapidly and efficiently. Slack's existing repository utilizes a CI/CD pipeline that runs E2E tests prior to merging code into the main branch. This process validates changes across the entire application stack, including frontend, backend, and database. However, the team found that frontend builds occurred even when no frontend-related changes were made, leading to unnecessary long build times and resource consumptio…  ( 5 min )
    We Listened: Pgai Vectorizer Now Works With Any Postgres Database
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    🛠️ Logging Like a Pro: A Simple Yet Powerful Logger Function for Your Shell Scripts
    “Great logs don't just tell you what went wrong — they help you understand why it happened.” Whether you're automating a deployment or writing a bash script to clean up temp files, there's one thing your future self will always thank you for: clear, timestamped, consistent logging. Shell scripts often get the job done fast — but when they go wrong, debugging them can feel like trying to read hieroglyphics in the dark. Logging provides a flashlight. It tells you what ran, when it ran, and how it ran — especially when you're not watching. This post walks you through a compact, reusable logger function for your shell scripts that: Categorizes messages by severity (INFO, DEBUG, ERROR, etc.) Automatically timestamps log entries Writes to a dedicated log file Here’s the complete snippet of the …  ( 4 min )
    Understanding Child Processes in Node.js Through the Eyes of a Toddler
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    Scanner Class in Java
    The Scanner class in Java is part of the java.util package and is used to read input from various sources like the keyboard, files, or strings. It provides methods to parse primitive types (int, double, etc.) and strings using regular expressions. 1. Importing the Scanner Class To use the Scanner class, you need to import it: import java.util.Scanner; 2. Creating a Scanner Object You can create a Scanner object to read input from different sources: Read from System.in (Keyboard Input) Scanner scanner = new Scanner(System.in); Read from a File Scanner fileScanner = new Scanner(new File("input.txt")); Read from a String Scanner stringScanner = new Scanner("Hello World 123"); 3. Common Scanner Methods The Scanner class provides various methods to read different types …  ( 4 min )
    How to Fix Executable Path Issues in .NET Core 3 Single File Builds
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    Arrays in Java
    Arrays are fundamental data structures in Java that store multiple values of the same type in a single variable. Fixed size: Once created, the size cannot be changed Indexed: Elements are accessed by their index (starting at 0) Homogeneous: All elements must be of the same type Contiguous memory: Elements are stored in consecutive memory locations // Different ways to declare arrays int[] numbers1; // Preferred syntax int numbers2[]; // Alternative syntax (less common) // Creating arrays with size int[] numbers = new int[5]; // Array of 5 integers (initialized to 0) // Creating and initializing in one line String[] names = {"Alice", "Bob", "Charlie"}; int[] numbers = {10, 20, 30, 40, 50}; // Accessing elements System.out.println(numbers[0]); // Output: 10 System.out…  ( 3 min )
    Usa el poder de Sidekiq Jobs con CronJobs
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    Exceptions in Java
    Exceptions in Java are events that disrupt the normal flow of a program's execution. They are used to handle errors and other exceptional events that may occur during runtime. Checked Exceptions (compile-time exceptions) Must be declared or handled (using try-catch or throws) Examples: IOException, SQLException, ClassNotFoundException Unchecked Exceptions (runtime exceptions) Not checked at compile time Examples: NullPointerException, ArrayIndexOutOfBoundsException, ArithmeticException Errors Serious problems that applications should not try to catch Examples: OutOfMemoryError, StackOverflowError Exception Handling Keywords try: Block of code to monitor for exceptions catch: Block that handles the exception finally: Block that always executes (for cleanup) throw: Used to explicitly throw an exception throws: Declares exceptions that might be thrown by a method try { // Code that might throw an exception int result = 10 / 0; // This will throw ArithmeticException } catch (ArithmeticException e) { System.out.println("Cannot divide by zero!"); } catch (Exception e) { System.out.println("General exception caught"); } finally { System.out.println("This will always execute"); } You can create your own exception classes by extending Exception (checked) or RuntimeException (unchecked): class MyCustomException extends Exception { public MyCustomException(String message) { super(message); } } Catch specific exceptions rather than general Exception Don't ignore caught exceptions (empty catch blocks) Use finally blocks for resource cleanup Document exceptions with @throws in JavaDoc Consider whether to handle, propagate, or convert exceptions Would you like more details on any specific aspect of Java exceptions?  ( 3 min )
    How MDX can accelerates document creation in websites
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    Python Cheat-Sheet
    Intro Happy revenge of the fifth! This week, I've been working with Python as I learn more about Machine Learning. I thought it'd be a good idea to put together a cheat-sheet that summarizes some of the things I've learned so far. This is a work in progress, and I will be adding more to it as I learn more. Comments, variable assignment, adding, conditionals and printing. rarecandy_count = 0 print(rarecandy_count) # Found 4 more Rare Candy while exploring Route 119 rarecandy_count = rarecandy_count + 4 if rarecandy_count > 0: print("Sweet! Time to grind some levels.") battle_cry = "Pika! " * rarecandy_count print(battle_cry) Output: 0 Sweet! Time to grind some levels. Python follows PEMDAS (Parentheses, Exponents, Multiplication and Division, Addition and Subtraction) order of ope…  ( 9 min )
    Ergonomic Mac Keyboard Setup
    TLDR: I've tried to optimize my MacOS setup for my personal & work use. The setup uses Karabiner to setup: Karabiner config file: https://pastebin.com/awRX1kE7 For someone who spends many hours at their computer for their day job it's important that you get comfortable with your setup. One portion of being comfrotable with your setup is having nice ergonomics that meet your needs. Most people use the default setup provided to them and never touch settings however I for myself I always had the urge that things were not comfortable using the default setup and I've been more picky with how things are configured. This has led me down the path of trying to optimize my setup for my personal needs. The progression of things that I've tried have gone from using the mac keyboard with default keybin…  ( 8 min )
    🤖📚 Build Your Own AI-Powered Book Chatbot using Python, Flask, Lang Chain, and Pinecone!
    Hey Devs! 👋 chat with your favorite books like you're texting a friend? 📖💬 BookChatBot, an AI-powered chatbot that can answer questions about a book, using: 🧠 LangChain (for LLM logic) 🌲 Pinecone (for vector search) 🧾 PDF loading and splitting ⚡ Google Gemini (for answering questions) 🧪 Flask (as the web framework) You can find the full code on GitHub: GitHub Repo We're building a chatbot web app that can read PDFs (like a book 📘), store them in Pinecone’s vector database, and allow users to ask questions about the content! Google's Gemini model. 💸 Note: Pinecone’s free tier only allows one index. So for now, you can't dynamically upload new books — but once set up, it's super efficient for Q&A! bookchatbot-/ ├── app.py # Flask app and RAG chain ├── helper.py …  ( 5 min )
    Setting up my home lab
    The Christmas holiday period always brings some opportunity to sneak in some time for hobby projects. Either its because the rest of the family is still sleeping in during the morning or to just sit with the laptop next to the kids while they look a Christmas movie. During recent years end period there was a lot of excitement about the deepseek model, released open source, so i decided to give it a try to run local. First setting up the environment. From my ethical hacker lab I was already used of using oracle box (with Kali), so I continued in that space. https://dev.to/pavanbelagatti/run-deepseek-r1-locally-for-free-in-just-3-minutes-1e82 Setting up went fast, although there where as usual some extra libraries to upgrade. Also made the rookie mistake to give the VM insufficient disc space :-D First impression: slooooooooooooooooooooooooooooooooooow but also what a fun to use! Planned three homelabs as follow-up: Using python scripts to call the local LLM (update May: done, see next blog post) Play around with different LLMs to measure performance Install stable diffusion to create pictures for this blogpost (if hardware allows it...)  ( 3 min )
    A beginner's guide to the Qwen3-32b model by Prunaai on Replicate
    This is a simplified guide to an AI model called Qwen3-32b maintained by Prunaai. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. qwen3-32b represents an optimized implementation of the Qwen3 language model, delivering 2x faster performance through Pruna AI optimization techniques. This model builds on earlier versions like qwen1.5-72b, created by prunaai. The model features dual operating modes - a thinking mode for complex reasoning and a non-thinking mode for general conversation. The model processes text prompts and generates human-like responses with optional intermediate reasoning steps. It supports over 100 languages and provides flexibility in response generation through configurable parameters. Prompt - Text input that can include instructions, questions, or conversation Enable Thinking - Boolean toggle for reasoning mode Max New Tokens - Integer limiting response length (default 512) Text Response - Generated content that can include reasoning steps and final answers The model excels at mathematics, code g... Click here to read the full guide to Qwen3-32b  ( 3 min )
    Dhvagna-DOM: A Lightweight TypeScript DOM Ready Utility by Gnanesh Balusa
    dhvagna-dom What makes dhvagna-dom stand out? Unlike other DOM-ready utilities, this package combines TypeScript support, minimal size (0.7KB), intelligent state detection, and cross-browser compatibility while offering features like optional timeouts and proper event cleanup. It's the smartest choice for modern web development when you need reliable DOM-ready detection without the bloat. A lightweight utility (less than 1KB) to ensure your JavaScript code runs after the DOM is fully loaded, solving the common issue where developers face issues accessing DOM elements due to scripts running before the DOM is fully loaded. Why dhvagna-dom is the top priority choice Advantage over similar solutions Smallest possible footprint 5-10x smaller than alternatives like jQuery (0.7KB vs 30K…  ( 5 min )
    Is programming still worth it in 2025?
    You’re not imagining it. The 2 AM GitHub commits, the endless JIRA tickets, the pressure to "just learn AI already" 2025’s developer culture is breaking us. Behind the flashy keynotes about "innovation" and "disruption," a silent crisis is raging: burnout is now the default, not the exception. This isn’t another "work-life balance" lecture. This is about why 40% of senior devs are planning exit strategies by 2026 (2025 Stack Overflow Mental Health Survey), and what we’re really losing when they walk away. 1. The Myth of "Just Keep Learning" The 2025 Reality: AI tools like ChatGPT-5 and GitHub Copilot X can now write 80% of boilerplate code, but instead of freeing us, they’ve raised the bar: "Why aren’t you shipping faster?" Framework Fatigue: React 22, Svelte 6, Vue 4… Learning a n…  ( 4 min )
    Import/Export: Default vs Named (And Why Some Use Braces)
    If you've worked with React or JavaScript modules, you might have noticed that sometimes you write imports with curly braces ({}) and sometimes without them. Ever wondered why? Let’s break it down. A default export allows a module to export a single value. It’s useful when your file exports just one main thing — like a component. // components/Footer.jsx export default function Footer() { return ...; } import Footer from './components/Footer'; 🚫 No curly braces needed for default exports. A named export allows you to export multiple values from a file. You must import them using curly braces. // components/Contact.tsx export function Contact() { ... } export function AnotherHelper() { ... } import { Contact } from './components/Contact'; ✅ Curly braces required for named exports. You can combine both in one file: export default function App() { ... } export function Helper() { ... } Then import like: import App, { Helper } from './App'; Hope this clears up the mystery behind those curly braces! Do you have questions or tips? Drop them in the comments. Follow for more @mahmud-r-farhan https://devplus.fun  ( 3 min )
    How to Fix 'Cannot regenerate session id - headers already sent' in Yii
    When migrating a Yii application to a new shared host, you may encounter the warning: session_regenerate_id(): Cannot regenerate session id - headers already sent. This issue typically arises when output is sent to the browser before PHP attempts to modify the session. Let's dive into the causes and solutions for this common problem, ensuring your Yii application runs smoothly on the new server. Understanding the Warning The warning signifies that some output was sent to the browser before your PHP script tried to refresh the session. This can often happen if there are unexpected characters or whitespace before the opening tag in your PHP files. Other causes can include echo or print statements executed before session manipulation. The use of the function …  ( 5 min )
    AI Deception: Frontier Models Show Stealth & Awareness in Tests
    This is a Plain English Papers summary of a research paper called AI Deception: Frontier Models Show Stealth & Awareness in Tests. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Research evaluates frontier AI models for deceptive capabilities Focuses on models' ability to engage in stealth and situational awareness Examines potential risks of AI systems developing scheming behaviors Analyzes various threat models including code sabotage and deception Proposes safety evaluation frameworks and countermeasures Current AI models have grown very sophisticated, raising concerns about their ability to deceive or manipulate. The research looks at how advanced AI systems might develop awareness of when they're being tested and adjust their behavior accordingly - like a student who acts dif... Click here to read the full summary of this paper  ( 3 min )
    MVC, MVP, and MVVM: Simple in Appearance, Powerful in Practice
    Leapcell: The Best of Serverless Web Hosting MVC stands for Model View Controller, which is an abbreviation for model-view-controller. It is a widely applied software design paradigm. Its core idea is to organize the code by separating the business logic, data, and interface display, and centralize the business logic in one component. In this way, when improving and customizing the interface and user interaction, there is no need to rewrite the business logic. MVC has uniquely developed to map the traditional input, processing, and output functions into a logical graphical user interface structure. MVC is a pattern for creating web applications using the MVC (Model View Controller model-view-controller) design. The specific introduction is as follows: +-------------------+ | Model …  ( 10 min )
    Distributed Systems Theory: Yale Course Notes on Consensus, Broadcast & More
    This is a Plain English Papers summary of a research paper called Distributed Systems Theory: Yale Course Notes on Consensus, Broadcast & More. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Comprehensive course notes on distributed systems theory from Yale CPSC 465/565 Covers fundamental concepts like broadcast protocols, leader election, consensus algorithms Explores advanced topics including Byzantine agreement, failure detection, shared memory Addresses self-stabilization, graph algorithms, population protocols, mobile robots Focuses on theoretical foundations and mathematical models These course notes break down how computers work together in groups to solve problems. Think of it like a team of people trying to coordinate - they need ways to communicate, make decisions together, and handle when team members fail or disagree. The material starts with basic... Click here to read the full summary of this paper  ( 3 min )
    Ditch the Clutter (Part 1): Why You Need an Inbox for Your Brain
    Ever feel like you're juggling too many tasks, and letting too many things fall through the cracks? Trying to remember a bunch of things you need to get done, while others are noted in various pages of your notebook, and even more are scattered throughout various emails, texts, and Slack messages? At home you leave out tools and supplies to remind you of those projects you need to get back to. In the front seat of your car you leave boxes and receipts so you don't forget to do whatever it is you need to do with them. Stuff in your wallets, purses, backpacks, notebooks, computers, phones, desks, counters, tables, beds...the list just goes on and on and on. This week, I'd like to help you overcome this craziness with something exceptionally simple, but also immensely powerful. The humble inb…  ( 7 min )
    Llama-Nemotron: 2.5x Faster AI Reasoning Without Losing Accuracy
    This is a Plain English Papers summary of a research paper called Llama-Nemotron: 2.5x Faster AI Reasoning Without Losing Accuracy. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. New efficient inference model called Llama-Nemotron combining vertical compression and FFN fusion Achieves 2.5x speedup while maintaining accuracy Focuses on real-world deployment constraints Novel architecture optimizations for resource efficiency Demonstrated success on reasoning and mathematical tasks Llama-Nemotron represents a significant step forward in making AI models faster and more efficient. Think of it like streamlining a car engine - you want the same power but with better fuel economy. The researchers found a way to compress the model vertically (like stacking flo... Click here to read the full summary of this paper  ( 3 min )
    SOFTWARE DEVELOPMENT MEMES
    A post by Ben Halpern  ( 2 min )
    Meme Monday
    Meme Monday! Today's cover image comes from last week's thread. DEV is an inclusive space! Humor in poor taste will be downvoted by mods. Reminder: Every day is Meme Monday on DUMB DEV ✨  ( 3 min )
    Why Flip Phones Still Matter in 2025 | w/ Tom Barrasso
    What is HTML All The Things? HTML All The Things is a web development podcast and discord community which was started by Matt and Mike, developers based in Ontario, Canada. The podcast speaks to web development topics as well as running a small business, self-employment and time management. You can join them for both their successes and their struggles as they try to manage expanding their Web Development business without stretching themselves too thin. In this episode, Matt sits down with Tom Barrasso from Cloud Phone to explore why flip phones are still relevant in 2025. They discuss the rise of digital detox, who’s using feature phones today, and how developers can still build apps for low-spec devices. From KaiOS and Cloud Phone to nostalgia and screen-time reduction—this is a deep …  ( 5 min )
    License-Token: A New Era for Open Source Licensing
    Abstract License-Token introduces an innovative licensing system that leverages blockchain technology, smart contracts, and digital tokenization to revolutionize open source licensing. This blog post explores the background, core concepts, practical use cases, challenges, and future opportunities of License-Token. We also examine how traditional open source licenses such as GPL, MIT, and Apache compare to License-Token’s cutting-edge approach, and how the platform can empower developers, streamline compliance, and unlock monetization opportunities. Open source software has long been a catalyst for innovation by enabling developers around the world to collaborate, share, and iterate on code. However, existing licensing models struggle with legal complexity, interoperability, and monetizat…  ( 8 min )
    Vacuous Truth in JS
    Just the other day I was testing a permissions function when I came across something very interesting about Array.prototype.every. So, let me give you a little back story. The function I was testing is a a very simple one that check whether a user has permissions required to access given module or action. This function happened to use the JS array method called every How every works is that it loops through the array and checks whether all items satisfy a provided condition. If it encounters any item that doesn’t it break the loop and returns false, however if all items satisfy the conditions then true is returned. However, there is a peculiar behavior to this method in that if an empty array is used then true is still returned. This is where the concept of vacuous truth comes in // typesc…  ( 4 min )
    Building Better Commands in D365: JS + Actions + Power Automate
    In my previous post, I discussed a silent failure scenario involving a JavaScript-triggered Action + Plugin setup. This post explores a more structured approach using JavaScript + Action + Plugin, and how to scale it with Power Automate. This approach separates responsibilities cleanly between: Client: JavaScript Logic: Plugins Integrations: Power Automate We start with a JavaScript function that triggers a bound action, keeping the UI lightweight and offloading processing to the server. Xrm.WebApi.online.execute({ entityName: "quote", entityId: quoteId, actionName: "new_CustomWinQuoteAction" }); The Custom Action serves as a reusable interface layer that: Accepts input parameters Supports versioning and audit Can be triggered from JavaScript, Power Automate, or other Plugins A plug…  ( 4 min )
    Here’s Who I Trust for US Virtual Phone Numbers in 2025
    Communication is critical for any business to be successful, as it generates leads and revenues. As a business grows, opportunities for expansion arise. With a USA virtual phone number, you can expand your business in the US without having to establish a physical office. It provides you with a local presence, establishes trust with customers, and keeps business communication structured. And whether you are a growing business or a start-up, having the right provider is what counts. Here we’ll guide you through what virtual phone numbers are, what they do, and the best platforms to use in 2025. Getting a USA virtual phone number is easier than you might think. You don’t need to be physically located in the US to call or text with a number that is US-based. Step 1: Select a trusted virtu…  ( 8 min )
    🔹 Career Evolution Announcement 🔹
    I'm excited to announce a strategic career transition, building on my Ruby back-end programming foundation from Launch School to specialize in DevOps/SRE with a focus on Financial Services Platform Engineering. This carefully planned path leverages my existing terminal-centric workflow, Ruby expertise, and previous IT infrastructure experience to create a high-value specialization where technology meets financial services compliance and security. My 24-month "FinOps Engineering Mastery" roadmap includes: Mastering infrastructure as code, containerization, and cloud architecture Obtaining key certifications including AWS Solutions Architect, Kubernetes Administrator, and more Building a portfolio of platform engineering projects specifically designed for financial services environments Developing expertise in compliance automation and security for regulated industries I'll be documenting this self-directed learning journey through technical articles and open-source contributions. If you work in financial services technology, cloud infrastructure, or platform engineering, I'd welcome the opportunity to connect! DevOps #PlatformEngineering #FinTech #CloudComputing #CareerDevelopment  ( 3 min )
    How to Enable Inline Variable Values in C# Debugging
    Debugging is a crucial phase in software development, allowing developers to track down and fix bugs in their code. One feature that significantly enhances the debugging experience in Visual Studio (VS) is the ability to view objects' values inline while stepping through your C# code. If you've noticed that your colleagues can see values inline when debugging but you can't, don't worry! This article will guide you through the steps necessary to enable this feature and make your debugging sessions more efficient. Understanding Inline Values in Visual Studio Inline values provide a convenient way to monitor variable states without having to hover over them or check the Watch window. This feature is particularly useful for tracking down issues quickly as it allows you to see how variable valu…  ( 5 min )
    Convertir un forEach con if a un Stream con filter en Java
    En el post anterior vimos cómo convertir un bucle for con incremento distinto de 1, y un bucle for infinito a un estilo completamente funcional utilizando el método iterate() de IntStream. En este post veremos como convertir un bucle foreach de un estilo imperativo a un estilo funcional, además de cómo filtrar elementos de acuerdo a una condición. En Java 5 se introdujo la sintaxis de foreach, la cual se utiliza para iterar sobre colecciones de elementos. Por ejemplo, para iterar una colección de cadenas que representan nombres, podemos escribir for(String name: names){}. En segundo plano, él foreach se convierte, a nivel de código de bytes, para utilizar un Iterator, mientras que el iterator nos dice que hay un elemento, busca el siguiente elemento para procesarlo. En otras palabras, él f…  ( 5 min )
    Logging in Spring Boot with SL4J
    Logging is a fundamental part of software development that provides insights into an application's behavior, making debugging and monitoring easier. A well-structured logging system helps developers understand how an application is running, identify issues, and optimize performance. Why Are Logs Important? Logs serve several critical purposes, including: Debugging & Troubleshooting: Logs help track down issues, especially in production environments where debugging directly is not feasible. Monitoring & Observability: Logs allow teams to monitor application health and detect anomalies. Security Auditing: Logs keep records of critical events, such as user authentication attempts and database queries, which are essential for security audits. Performance Optimization: By analyzing logs, deve…  ( 5 min )
    So, Don't Overreact But... I'm So Over React
    More accurately, I’m over everyone treating it like the only answer. I'm a devout supporter of Web Components and have been preaching the gospel of W3C standards for decades. That guy you always hear muttering "Why use a library when the browser gives you everything you need?" I have lived through five versions of HTML (2,3,4,XHTML,5) and watched as libraries like jQuery and frameworks like Angular have come and gone from the spotlight. And I'm here now to tell you that you never NEEDED any of them and this has never been more true than it is today. Custom Elements, Shadow DOM, HTML Templates. These tools provide everything we need to build robust, modern apps without relying on heavy abstractions. But still, in 2025, the web development world clings tightly to libraries like React. I…  ( 4 min )
    What is Database Server?
    database server is a server which uses a database application that provides database services to other computer programs or to computers, as defined by the client–server model.[citation needed][1][2] Database management systems (DBMSs) frequently provide database-server functionality, and some database management systems (such as MySQL) rely exclusively on the client–server model for database access (while others, like SQLite, are meant for use as an embedded database). Users access a database server either through a "front end" running on the user's computer – which displays requested data – or through the "back end", which runs on the server and handles tasks such as data analysis and storage. In a master–slave model, database master servers are central and primary locations of data while database slave servers are synchronized backups of the master acting as proxies. Most database applications respond to a query language. Each database understands its query language and converts each submitted query to server-readable form and executes it to retrieve results. Examples of proprietary database applications include Oracle, IBM Db2, Informix, and Microsoft SQL Server. Examples of free software database applications include PostgreSQL; and under the GNU General Public Licence include Ingres and MySQL. Every server uses its own query logic and structure. The SQL (Structured Query Language) query language is more or less the same on all relational database applications. For clarification, a database server is simply a server that maintains services related to clients via database applications. DB-Engines lists over 300 DBMSs in its ranking.  ( 3 min )
    AWS Config vs Kubernetes Native Policy Engines: Who Governs What?
    In modern cloud-native environments, compliance, governance, and standardization are critical to ensuring security, operational efficiency, and regulatory adherence. As organizations adopt containerized infrastructure, enforcing consistent policies across platforms like Amazon EKS (Kubernetes-based) and ECS (serverless containers) becomes increasingly complex. At first glance, AWS Config and Kubernetes-native policy engines like OPA Gatekeeper and Kyverno may appear to serve the same function — enforcing rules and ensuring compliance in containerized workloads. But in reality, they operate at different layers, solve distinct problems, and target different scopes of governance. AWS Config is designed for cloud-wide compliance across AWS resources, whereas Kubernetes-native engines are focus…  ( 7 min )
    Malai - Share your dev server (and more) over P2P
    malai is a new open-source tool from the team at FifthTry. It helps you share your local HTTP server with the world — instantly and securely. Built on top of the powerful iroh P2P stack, malai lets you expose your local development environment without deploying it to a public server or configuring firewalls and DNS. Whether you're testing webhooks, giving someone a quick demo, or just want to show off your side project, malai makes it dead simple. Install malai today using: curl -fsSL https://malai.sh/install.sh | sh And run: $ malai http 3000 --public Malai: Sharing http://127.0.0.1:3000 at https://pubqaksutn9im0ncln2bki3i8diekh3sr4vp94o2cg1agjrb8dhg.kulfi.site To avoid the public proxy, run your own with: malai http-bridge Or use: malai browse kulfi://pubqaksutn9im0ncln2bki3i8diekh3sr4…  ( 5 min )
    License-Token: Paving the Future of OSS Sustainability Through Blockchain and Digital Assets
    Abstract: License-Token introduces a revolutionary digital asset model that fuses open-source licensing with blockchain-powered finance. This innovative paradigm tackles the longstanding funding and governance challenges within the open-source software (OSS) ecosystem. In this post, we explore the background and context of open source, delve into the core concepts and features of License-Token, review practical applications, and discuss the challenges and future outlook. Whether you are a developer, contributor, or tech enthusiast, this article offers a comprehensive look at how License-Token is set to reshape OSS sustainability while bridging the gap between financial practicality and open collaboration. The world of open-source software has long thrived on collaboration and community in…  ( 8 min )
    What is Data Mart?
    A data mart is a structure/access pattern specific to data warehouse environments. The data mart is a subset of the data warehouse that focuses on a specific business line, department, subject area, or team.[1] Whereas data warehouses have an enterprise-wide depth, the information in data marts pertains to a single department. In some deployments, each department or business unit is considered the owner of its data mart, including all the hardware, software, and data.[2] This enables each department to isolate the use, manipulation, and development of their data. In other deployments where conformed dimensions are used, this business unit ownership will not hold true for shared dimensions like customer, product, etc. Warehouses and data marts are built because the information in the datab…  ( 4 min )
    💡 TinyLlama Meets LoRA: A Lightweight Approach to Emotion Classification
    I’m excited to share my journey of fine-tuning TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T, a compact 1.1 billion parameter language model, using Low-Rank Adaptation (LoRA) to classify emotions in tweets from the dair-ai/emotion dataset. LoRA makes fine-tuning efficient by tweaking only a small subset of parameters, perfect for those of us working with limited hardware. You can dive into the full code and resources at my GitHub repo: mrzaizai2k/finetune-tinyllama-lora. Why This Matters Getting Started Exploring the Data Prepping the Dataset Training with LoRA How It Performs What’s Next TinyLlama is a lean, mean machine from the Llama family, designed for efficiency without sacrificing power. Fine-tuning it for emotion classification—identifying sadness, joy, love, anger, fear, or …  ( 6 min )
    Composant Dialogue avec RiotJS
    Cet article traite de la création d'un composant de dialogue (Dialog) avec Riot, en utilisant le CSS Material Design BeerCSS, et de la gestion des événements de clic. Avant de commencer, assurez-vous d'avoir une application de base RiotJS, ou consultez mes articles précédents de la série. Je suppose que vous avez une compréhension de base de Riot ; cependant, n'hésitez pas à consulter la documentation si nécessaire : https://riot.js.org/documentation/ Le dialogue informe les utilisateurs sur une tâche spécifique et peut contenir des informations critiques, nécessiter des décisions ou impliquer plusieurs tâches. Dans un dialogue modal, l'utilisateur est interrompu et interagit avec le dialogue avant de pouvoir continuer à interagir avec le reste de l'application, par exemple en choisissant …  ( 6 min )
    Is Big Data Dying?
    In recent years, the notion that “big data is dying” seems to be gaining traction. Some say the big data craze has faded, while others lament the shrinking job opportunities, the increasing complexity of platforms, and the growing intricacy of business demands. But does this really mean big data is dying? I don’t think so. In my view, what’s truly dying is not big data itself, but rather the outdated “dragon-slaying techniques” that no longer have any “dragons” to slay. The “dragon” has evolved, while our weapons remain stuck in the past. Technology needs to evolve, architectures need to be restructured, and capabilities need to be upgraded. To understand the current state and trends of big data, we must first examine how it has evolved step by step. The development of big data can be divi…  ( 8 min )
    Why Java is Still King in Backend in 2025 (Aur Tum Iske Baap Kaise Bano!)
    By Harshit Singh, your coder bhai at wittedtech Oye, backend ke sher! 🦁 2025 mein jab log AI, Web3, aur naya naya tech ke piche bhaag rahe hain, ek language chupke se backend ka sartaaj bana hua hai—Java. Haan, wahi Java jisko tumne college mein “public static void main” se shuru kiya aur socha, “Yeh toh old school hai.” Bhai, yeh old school nahi, gold school hai! Netflix, Amazon, aur woh banking apps jo crores ke transactions sambhalte hain—sab Java ke fan hain. Kyun? Kyunki Java stability ka baap hai, scalability ka dost, aur ecosystem ka multiverse. Chalo, wittedtech style mein iska raaz kholte hain—thodi masti, thodi kahani, aur dher saara gyaan. Ready ho? Let’s code this up! Java: The Backend Ka Baap Stability Jo Dil Jeet Leti Hai Scalability That Says “Bring It On!” Ecosystem: E…  ( 6 min )
    Goodbye Spaghetti State: Query Objects Make React Filters Clean & Easy
    When you're building a dynamic frontend—like a game store, product listing, or job board—your UI needs to handle a lot of state: What page are we on? What filters are selected? Are we sorting by newest, most relevant, or trending? What platform, genre, or tags are selected? Managing all of that with separate useState hooks or deeply nested props can quickly become a nightmare. Enter the Query Object Pattern. A Query Object is a single JavaScript object that encapsulates all your query parameters—filter values, sort order, pagination, etc. const [query, setQuery] = useState({ genreId: null, platformId: null, sortOrder: 'relevance', searchText: '', page: 1, }); Instead of spreading your state across multiple hooks: const [genreId, setGenreId] = useState(null); const [platformId, s…  ( 4 min )
    The False Sense of Progress in learning
    When learning programming or data structures, it’s easy to feel like we're making significant progress just by spending a lot of time coding or watching tutorials. We might think that by solving numerous problems or watching endless videos, we are improving our skills. However, after a certain point, we might find ourselves struggling to solve problems we’ve encountered before or feel stuck when faced with new challenges. This is the false sense of progress that many learners experience in their programming journey. At the beginning of learning programming, it’s common to feel like we are advancing rapidly. Solving coding problems and watching tutorials can give us the impression that we're progressing. But when it comes to solving more complex problems or applying what we've learned to re…  ( 5 min )
    Virtual Machines vs. Containers: Unmasking Limitations and Celebrating Heroes
    Limitations of Virtual Machines and Servers? 1. Startup & Shutdown Times: VMs generally take longer to start up and shut down compared to containers, which can impact the speed of deployment and scaling. This delay can be a bottleneck in environments requiring rapid provisioning and de-provisioning of resources. 2. Dynamic Resource Allocation is Complex: VMs rely on hypervisors(such as VMware ESXi, Microsoft Hyper-V) to manage and allocate resources like CPU, memory and storage. This adds complexity because the hypervisor needs to handle various resource demands and ensure fare distribution. (Earlier we would need to Shutdown the VM for changing the allocated resources but now this can be done on a running instance as well but it still needs input/human intervention and its complex) Aut…  ( 4 min )
    Fii Dii Data
    Tracking Institutional Money: How FII DII Data Tool Transforms Investment Decisions Enter the FII DII Data Tool, a comprehensive dashboard that transforms complex institutional investment data into actionable insights. This innovative platform has been quietly revolutionizing how investors monitor market movements and make decisions. Let's explore why this tool matters and how it's changing the investment landscape. The Power Players: Understanding FIIs and DIIs Foreign Institutional Investors (FIIs) include international entities like pension funds, mutual funds, and investment banks that invest in the Indian market. Their massive capital movements can create significant market momentum. When FIIs pour money into a market, it typically rallies; when they withdraw, markets often tumble. Do…  ( 8 min )
    📦 At Most Once, At Least Once, Exactly Once: What Do These Really Mean?
    message queues or event streaming platforms play a critical role in enabling this communication. But here's the key question: How reliably is a message delivered from sender to receiver? Let’s break down the three core delivery semantics you’ll encounter in real-world systems 👇 At-Most Once 🔹 Messages are delivered zero or one time No retries, so if something fails — the message is lost no guarantee of delivery 💡 Use case: Monitoring metrics, logs, or telemetry where occasional loss is acceptable. At-Least Once 🔹 Messages are never lost may be delivered multiple times deduplicate on the consumer side 💡 Use case: Order processing, notifications, analytics — where duplicates can be filtered or ignored. Exactly Once 🔹 Each message is delivered only once, no duplicates, no loss very hard to implement complexity, latency, and often performance trade-offs 💡 Use case: Financial transactions, trading systems, accounting — where idempotency is not supported and every operation must be precise. Choosing the right delivery guarantee isn’t just about tech — it’s about your use case and business priorities. a single duplicate message could cost thousands. 📌 Message Queue vs Event Streaming Platform? 🔹 Message Queues (like RabbitMQ, SQS): Focus on reliability and order for point-to-point communication. 🔹 Event Streaming Platforms (like Kafka, Pulsar): Optimized for broadcasting, storing, and replaying high-throughput event logs. Ideal for event-driven systems and real-time analytics. What’s your go-to strategy for delivery semantics in distributed systems? Let’s discuss in the comments 💬  ( 4 min )
    Hey Frontend Devs, Feeling Slowed Down by Your CMS?
    Let’s be honest. You've spent hours wrangling with bloated WordPress themes or waiting on backend fixes just to launch a simple page. Sound familiar? It’s not you. It’s the traditional CMS model. Let’s talk about why headless CMS is the quiet hero that’s helping frontend developers like you build faster and smarter. What Is a Headless CMS (And Why Should You Care)? In dev-speak: it’s a CMS without a front-end layer. In real talk: it gives you content via API and lets you build the frontend however you want. So instead of battling clunky plugins and rigid templates, you’re free to code with your favorite stack — React, Next.js, Vue, whatever. 1. Speed Boost with Modern Dev Tools Headless CMS platforms are made to play well with modern JavaScript. You can: Pull content via REST or GraphQL Use static site generators like Next.js for blazing performance Integrate easily with CI/CD workflows Translation? You ship faster — and with less backend drama. 2. Frontend Freedom = Faster Iteration No more begging backend devs to make a template change. With headless, you’re in full control of the UI/UX. Want to test a new layout or animation? Go for it. Your content comes clean and structured — so you can design and iterate freely. ## 3. Better Dev-Content Team Workflow They update copy. You build features. No blockers. 4. Scale Without Slowing Down Need to serve content across web, mobile, and IoT? No problem. You can scale globally, without rebuilding everything from scratch. Final Thought: Headless Is Built for How Developers Actually Work If you’re tired of waiting on legacy systems and want a faster, cleaner development experience, it might be time to switch. Want to See It in Action? Try a free headless CMS demo with Caisy. It’s built with developers in mind — lightning-fast, API-driven, and perfect for JS frameworks.  ( 4 min )
    SQL and I Had Beef 😂So I Built a Trigger
    Introduction Let me be honest SQL has been giving me a hard time for a while. So, I was getting stuck even with the basics. So I decided to stop running away and build a real project from scratch: a student enrollment system. I wanted something simple but useful, where I could understand how real systems are built with SQL,,including relationships, foreign keys, and triggers. This is how it went down. This project is all about managing a small school system. It handles: Storing student info (name, email, date of birth) Keeping track of instructors Linking courses to instructors Enrolling students to courses Logging every enrollment using a trigger Tables I Created Table Description Students Stores student details like name and date of birth Instructors Stores ins…  ( 4 min )
    Jest - Mocking Next.js Image to handle dynamic properties in tests
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    RBAC vs. LBAC: Which Scales for Multi-Tenant Dashboards?
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    FinCRM API — Externalised Authorisation with Permit.io
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    In the realm of big data, data engineering is emerging as one of the most critical approaches in the high-tech era. It also serves as the groundwork for business intelligence, analytics, and data science. As more businesses rely on data-driven decisions, the role of data engineering is expanding. It further demands technical competence and strong operational and architectural awareness. Whether you're a developer looking for data-centric roles or a budding data engineer, understanding and leveraging best practices is imperative for creating manageable, scalable, and robust data systems. This blog will help you explore the key best practices every developer should consider. Well, working with hundreds of data teams globally and understanding their challenges and pain points has helped me …  ( 5 min )
    How to Create a Linux Virtual Machine in Azure Portal and Install Nginx
    A post by Habeeb Hameed  ( 2 min )
    Level Up Your Integration Tests in .NET: Record, Replay, Relax
    Sick of flaky integration tests? You run your tests once — they pass. Run them again — they fail. Maybe the third-party API timed out. Or the response changed. Or your internet blinked. Integration tests should give you confidence, not stress. That’s where deterministic integration testing comes in. Imagine recording your API interactions once and replaying them forever — offline, fast, and predictable. No network. No surprises. That’s exactly what Vcr.HttpRecorder does. It’s inspired by the original Ruby VCR gem, revived for .NET and brought back to life with new features and bug fixes in my fork. In traditional integration tests, you call real services — maybe a payment gateway, an external API, or even another microservice. But real services are unpredictable: They might be slow or d…  ( 5 min )
    Quark’s Outlines: Python Delimiters
    Overview, Historical Timeline, Problems & Solutions When you write Python code, you use symbols to separate, group, or define parts of the program. These symbols are called delimiters. A delimiter does not perform an action like an operator. Instead, it marks structure and boundaries. In writing, you use punctuation to make ideas clear. A comma breaks up items. A period ends a sentence. In Python, delimiters help the interpreter make sense of what comes next. Python uses delimiters to shape the structure of your code. (1 + 2) * 3 ['a', 'b', 'c'] {"key": "value"} x = 7 def f(): pass You use delimiters to build lists, assign values, pass arguments, and group code. Python requires these markers so it can read your program correctly. When you write a list, call a function, or create a diction…  ( 6 min )
    Efficient String Splitting in PostgreSQL: 5 Essential Functions
    Splitting strings is crucial for effective text management in PostgreSQL. PostgreSQL offers built-in functions designed to handle string splits elegantly, whether you need arrays for flexible querying or rows for easy data normalization. Precisely extracts substrings from structured text. SELECT SPLIT_PART('2025-12-25', '-', 3); -- '25' Creates arrays from strings for easier data manipulation. SELECT STRING_TO_ARRAY('apple,banana,grape', ','); -- {'apple','banana','grape'} Turns delimited strings into rows, simplifying relational data operations. SELECT STRING_TO_TABLE('NY|LA|SF', '|'); -- Rows: NY, LA, SF Splits strings flexibly using regex. SELECT REGEXP_SPLIT_TO_ARRAY('SKU123-ColorBlue', '\W+|\D+'); -- {'123','Blue'} Transforms strings into rows for detailed analysis. SELECT REGEXP_SPLIT_TO_TABLE('Dev.to PostgreSQL guide', '\s+'); -- Rows: Dev.to, PostgreSQL, guide FAQs PostgreSQL string splitting functions? SPLIT_PART(), STRING_TO_ARRAY(), STRING_TO_TABLE(), REGEXP_SPLIT_TO_ARRAY(), REGEXP_SPLIT_TO_TABLE(). Yes, via REGEXP_SPLIT_TO_ARRAY() and REGEXP_SPLIT_TO_TABLE(). STRING_TO_ARRAY() uses exact delimiters, regex functions use patterns. Yes, STRING_TO_TABLE() or REGEXP_SPLIT_TO_TABLE(). Conclusion Mastering string splitting in PostgreSQL isn't just convenient—it can significantly enhance your database efficiency and simplify complex text handling. With built-in functions like SPLIT_PART(), STRING_TO_TABLE(), and regex-based approaches, managing textual data becomes intuitive. For more details, read the article 5 Ways to Split a String in PostgreSQL.  ( 16 min )
    🚀 GitGuard – Secure Just-In-Time Repository Access with Biometrics & Permit.io
    🔐 GitGuard – Just-in-Time GitHub Access Control This is a submission for the Permit.io Authorization Challenge: Permissions Redefined GitGuard is a full-stack, production-grade access control and auditing system designed specifically for modern development teams managing sensitive GitHub repositories. It addresses a critical pain point: how to provide fine-grained, secure, and temporary access to GitHub repos — without over-permissioning or sacrificing agility. Think of GitGuard as a “Just-in-Time IAM layer” tailored for GitHub operations. Whether you're a growing startup or a security-conscious enterprise, GitGuard gives you the tools to go beyond GitHub’s default permission model. Users must validate identity via FaceID/Fingerprint before critical access is granted. Powered by Expo + …  ( 5 min )
    How to Use Pinia for State Management in Vue
    State management is a critical part of building modern front-end applications. If you've worked with Vue 2, you may be familiar with Vuex. But with Vue 3, a new, simpler alternative has emerged: Pinia. In this article, you’ll learn how to use Pinia to manage application state in a Vue 3 project — from installation to real-world usage. Enjoy! Pinia is the official state management library for Vue 3. It’s lightweight, modular, and built with the Composition API in mind. Compared to Vuex, it offers a simpler syntax, better TypeScript support, and out-of-the-box devtools integration. Benefits of using Pinia: Simpler syntax compared to Vuex First-class support for the Composition API Built-in devtools and TypeScript support Modular design (define as many small stores as needed) 1.In your projec…  ( 6 min )
    SkyRulers – AI-Powered Drone Parts Ordering with Fine-Grained Access Control
    This is a submission for the Permit.io Authorization Challenge: AI Access Control SkyRulers integrates Permit.io for robust RBAC (Role-Based Access Control) to securely manage actions performed by human users and AI agents in the ordering workflow. (Auto-approved for this demo) Permissions: Approve or reject part substitutions. View all emails and order history. Capabilities: Manage Orders: Approve or reject orders and substitutions. Review Substitutions: Approve or modify suggested part substitutions. Monitor Emails: Track all emails related to orders and substitutions. Audit Logs: Access logs for full accountability. Permissions: Approve quotes. Place orders. Interact with order-related emails. Restrictions: ❌ Cannot modify orders or substitutions directly. Capabi…  ( 5 min )
    🐳 Top 10 Kubernetes Issues and How to Troubleshoot Them Like a Pro
    Kubernetes is powerful—but with that power comes complexity. Whether you're just starting or managing clusters in production, you're bound to hit issues. Here's a list of the top 10 Kubernetes problems developers and DevOps engineers run into—and how to fix them fast. ⚠️ 1. Pods Stuck in CrashLoopBackOff 💥 Problem: Pod starts → crashes → Kubernetes tries again → repeat. 🛠️ Troubleshoot: Check logs for stack traces or config errors. Use livenessProbe and readinessProbe wisely. 🚫 2. ImagePullBackOff or ErrImagePull 💥 Problem: Kubernetes can’t pull the container image. 🛠️ Troubleshoot: Double-check the image path (e.g., myrepo/myapp:latest) 📡 3. Services Not Exposing Pods 💥 Problem: You’ve deployed your app, but it’s unreachable. 🛠️ Troubleshoot: kubectl get svc Verify labels mat…  ( 4 min )
    Implementing authorization for a Web3-based CMS
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined I built a Web3-based CMS (Content Management System) designed for managing decentralized content like collections, banners, presale campaigns, and other on-chain/off-chain data. The CMS provides an admin dashboard where team members can log in using their crypto wallets and manage the platform’s content in a more structured and user-friendly way. The key problem it solves is the lack of permission control in many Web3 tools. Typically, dApps allow wallet login but don’t differentiate between users. In my CMS, I introduced fine-grained access control so that different roles (e.g., admin, content editor, viewer/analyst) have access only to the features relevant to them. This improves security, collaboration…  ( 4 min )
    Implementing your first MCP: A Google Drive Chatbot 🤖
    We're excited to share something cool we've put together: a chatbot that can actually search through your Google Drive files. To build this we'll use VoltAgent, along with some neat tools like Composio and the Model Context Protocol (MCP). If those names sound a bit technical, no worries, we'll explain everything as we go. Imagine asking a chatbot, Find my presentation about Q3 results, and bam, it digs through your Google Drive and gives you the link. That's exactly the kind of thing we wanted to enable an AI agent that can securely connect to your personal tools, like Google Drive in this case. To make this chatbot work, we needed a few essential pieces: So, first things first: VoltAgent. This is our baby, an open-source TypeScript framework we built specifically to make creating AI a…  ( 6 min )
    How to Write Developer Documentation , A Beginner-Friendly Guide
    Whether you're building a side project, open source library, or internal tool, developer documentation helps others understand, use, and contribute to your work. The good news? You don’t need to be an expert to write it. In fact, some of the best docs are written by beginners because they know exactly what’s confusing at first. This guide explains how anyone can write great dev docs and what to focus on, step by step. Think of documentation as the user manual for your code. Without it, other developers have to guess how things work. Good docs: Save people time (including future-you). Reduce questions and support issues. Encourage others to use or contribute to your project. Make your work look professional and trustworthy. Anyone who understands the project can write documentation. In fac…  ( 5 min )
    5 Blogging Mistakes Beginners Make — And How Bloggr.AI Fixes Them
    Blogging has evolved far beyond just publishing thoughts online. In 2025, it’s a core digital strategy driving SEO, lead generation, brand awareness, and even revenue. Yet, despite its importance, 90% of blog posts get little to no traffic (Ahrefs), primarily because beginner bloggers unknowingly fall into avoidable traps. Whether you're a solo founder, a content marketer, or a startup trying to grow organically, avoiding these common mistakes is essential. Fortunately, tools like Bloggr.AI are changing the game — not by replacing human creativity but by enhancing it. Let’s explore five critical blogging mistakes beginners make and how Bloggr.AI offers a smart, AI-powered solution to each. Many beginners jump straight into writing without a roadmap — no defined target audience, no content …  ( 5 min )
    Java Performance Tuning: List vs Set vs HashMap with Real-World Examples
    🔥 Performance Tuning in Java: List, Set, and HashMap with Real-World Examples When working with Java collections, choosing the right data structure can make or break your application’s performance — especially at scale. In this post, we’ll explore how to optimize performance using List, Set, and HashMap — with real-world analogies and benchmarks. Type Ordered? Allows Duplicates? Fast Lookup? Thread-Safe? ArrayList ✅ Yes ✅ Yes ❌ No ❌ No HashSet ❌ No ❌ No ✅ Yes (O(1)) ❌ No HashMap ❌ No Keys unique ✅ Yes (O(1)) ❌ No Imagine you're building a backend system for an online store. You need to: Keep a list of product names in the order they were added Avoid adding duplicate SKUs Find product info quickly by SKU Let’s see how each collection plays a role: List – Preserve Insertion …  ( 4 min )
    How I Created My Own WHOIS Lookup Tool with SEO & Mobile Optimization
    ` How I Created My Own WHOIS Lookup Tool with Mobile Optimization & SEO in Mind WHOIS tools are popular among developers, marketers, and domain buyers. I built my own version of a WHOIS lookup tool using PHP and optimized it for mobile and SEO. 🧩 Features WHOIS API Integration India Timezone Conversion Responsive UI with Roboto Font No use of tags — clean layout Puffx Host Branding SEO Meta Tags 🛠️ Tech Stack PHP WHOIS API: https://whoisapi.example.com/whois?domain=yourdomain.com Tailwind CSS JavaScript (for loading) 📱 Mobile Optimized Grid-based layout Overflow handling for WHOIS output Responsive font sizes 🌍 SEO Tips I Used Keyword in title: Free WHOIS Lookup Tool Meta Description: "Check domain's WHOIS instantly. SEO-optimized & mobile-friendly." No broken links or duplicate content Schema markup (optional) 🔧 Sample API Output 📸 Live Preview Try the WHOIS Tool ✍️ Final Thoughts This tool was simple yet powerful to build. It taught me about APIs, responsiveness, and SEO tricks that actually work. Want to build your own tool? Drop your thoughts below or connect with me. `  ( 3 min )
    Post 1: How I Built My Own Payment Gateway in PHP Without Using External APIs
    ` How I Built My Own Payment Gateway in PHP Without Using External APIs Building your own payment system sounds like a huge task — but what if I told you it's possible using just PHP and SQL, without relying on third-party services? In this post, I’ll walk you through how I built Puffx Pay, a lightweight payment gateway that works on basic principles of order creation, status updates, and secure callbacks using webhooks. 🚀 Why I Built My Own Gateway Full control over payments Custom branding Security logic as per my rules Zero dependency on third-party services 🧱 Basic Features Order Creation via API Transaction ID Generation Webhook Callback Support Simple UI for Payments Database Logs of Every Transaction 🛠️ Tech Stack PHP (Core) MySQL Database cPanel Hosting Optional: Bootstrap 🧩 Order API Structure Endpoint: https://puffxpay.site/api/create-oder Sample Payload: 🔁 Webhook System Once payment is completed, this is the response sent to your webhook URL: 🔒 Security Tips Use a token for each API call Validate and sanitize all inputs Log IP addresses for fraud detection 🌟 Live Demo Visit Puffx Pay 🤝 Final Thoughts Creating a mini payment gateway gave me control, branding freedom, and real learning. You don’t always need big gateways like Razorpay for internal or basic systems. `  ( 3 min )
    Demystifying Flutter: A Beginner-Friendly Tutorial
    Hey there, aspiring app developer! Ever looked at those slick, smooth mobile apps on your phone and thought, "Wow, I wish I knew how to build something like that, but it just seems... complicated"? You're not alone. The world of mobile development can feel vast and intimidating, filled with jargon and seemingly steep learning curves. But what if I told you there's a toolkit out there that makes building beautiful, high-performance apps for both iOS and Android from a single codebase not just possible, but genuinely enjoyable, even for newcomers? flutter tutorial for beginners will guide you through the core concepts step-by-step. You'll learn about fundamental widgets like Text, Image, Row, Column, and Container. You'll get hands-on with state management for simple cases (making something change when you tap a button), and you'll see how Hot Reload helps you iterate quickly. flutter tutorial for beginners is your gateway into this exciting world. Don't hesitate to start small, play around, and build simple things. Every line of code you write is a step forward. Welcome to the journey!  ( 5 min )
    How to Fix 'Sign Invalid' Errors in Arduino C++ for Tuya API?
    Introduction Are you facing issues with generating a valid signature while trying to obtain an access token from the Tuya API using Arduino C++? If you’re encountering a 'sign invalid' error, you’re not alone. This guide explores the common pitfalls during the signature generation process and how to troubleshoot them effectively. Understanding the Tuya API Authentication Process In order to interact with the Tuya IoT platform, every request you make, including obtaining an access token, requires a valid HMAC-SHA256 signature. The signature is created using your client ID, client secret, and a timestamp. A miscalculation, incorrect data types, or even timing issues can lead to the 'sign invalid' error. Common Reasons for 'Sign Invalid' Incorrect Timestamp: Make sure the timestamp you're gen…  ( 5 min )
    HireFlow: For candidates, recruiters, and companies
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined HireFlow is a comprehensive hiring platform that connects candidates, recruiters, and companies in one streamlined ecosystem. For this application, users can take on 3 different roles when creating their account: Candidates can search for jobs, apply to positions, and track application status. Recruiters can post and manage job listings and review applicants Companies can oversee their recruitment process and manage their team of recruiters To login to the application without having to create a new account, simply make use of the following pre-existing credentials: To login to a candidate account: candiUser To login to a recruiter account: recruiUser To login to a company account: compUser The repository…  ( 5 min )
    Positional & Keyword-Only Parameters in Python
    Buy Me a Coffee☕ *Memos: My post explains parameters and arguments in Python. My post explains positional-only parameters in Python. My post explains keyword-only parameters in Python. You can set positional-only parameters and keyword-only parameters together for a function as shown below. */ must be before *: def func(fname, /, lname, age, *, gender): pass def func(fname, lname, /, *, age, gender): pass def func(fname, *, lname, age, /, gender): pass # SyntaxError: / must be ahead of * def func(fname, /, lname, age, *, gender): print(fname, lname, age, gender) func("John", "Smith", 36, gender="Male") func("John", lname="Smith", age=36, gender="Male") func("John", "Smith", gender="Male", age=36) # John Smith 36 Male func("John", "Smith", 36, "Male") func(fname="John", lname="Smit…  ( 4 min )
    Top AI Innovations Transforming Indian Businesses in 2025
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    Image Processing Projects for Final Year Students
    Hello Developer Community! Welcome to my blog featuring ten engaging image-processing projects ideal for final-year students. These hands-on tutorials cover OpenCV, machine learning, IoT integration, ESP32, Arduino, TensorFlow and more including applications like license plate recognition, gesture control and facial-attendance systems. Dive in to enhance your skills and practical understanding today. Capturing a moving car’s ID number is challenging for the human eye, but this project makes it possible. The number plate detection system using the ESP32-CAM, programmed via the Arduino IDE, captures an image of a vehicle’s number plate and sends it to a cloud server through an HTTP POST request over Wi-Fi. The server performs OCR to extract the plate number and returns the result in JSON …  ( 6 min )
    How to Replace Names with Categories in a CSV File Using Python?
    If you're looking to categorize a list of names in a CSV file efficiently, you're not alone. Many developers find themselves in a situation where they need to assign classifications to items in a large dataset based on certain criteria. In this article, we will explore a straightforward way to replace names with their corresponding categories, such as 'Soccer player', 'MMA fighter', 'NBA player', and 'NFL player', using Python. Understanding the Problem In our example, we have a CSV file containing various names representing athletes from different sports. Our objective is to replace those names with predefined categories without having to manually assign each one. This approach not only saves time but also reduces the likelihood of errors that might occur with manual data entry. Sample Da…  ( 5 min )
    What's New in Laravel 12: Latest Features and Updates
    Laravel has long been the go-to PHP framework for developers seeking elegance, power, and productivity. With every release, it raises the bar for modern web application development. The latest version of Laravel, Laravel 12, was officially released on February 24, 2025, and it’s packed with enhancements that streamline development, boost performance, and improve security. If you’re considering a new project or planning an upgrade, here’s everything you need to know about Laravel 12’s latest features and updates. Introduction to Laravel 12 Laravel 12 is the latest version of Laravel, building on the framework’s tradition of combining developer-friendly tools with robust performance. This release is not just about adding new features-it’s about refining the core, ensuring long-term stability…  ( 6 min )
    I Rebuilt My Personal Website with Eleventy — Here’s Why I Wanted It Simple
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    6 Most Under Used But Super Cool Power App Components
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    Modern Authentication Methods OAuth, JWT, and Beyond
    Authentication is at the heart of every secure web application. As frontend developers, understanding modern authentication flows and how to implement them securely is crucial. This article explores the most widely used authentication methods today: OAuth 2.0, JWT (JSON Web Tokens), and OpenID Connect, and introduces some emerging approaches. Authentication determines who the user is, and authorization determines what they can access. An insecure authentication mechanism can expose your app to session hijacking, data leaks, and impersonation attacks. Modern SPAs (Single Page Applications) demand decoupled and secure authentication techniques that work well across multiple clients, including web, mobile, and APIs. OAuth 2.0 is an authorization framework, not an authentication protocol by it…  ( 4 min )
    There's Nothing Wrong With Coding Just to Pay the Bills
    I originally posted this post on my blog. I hate seeing "passionate" listed as a requirement in job postings. How can we measure passion? Is there a quiz, like those magazine questionnaires? "Find out if you're a passionate coder in less than 5 minutes with 10 easy-to-answer questions." The best coders I've met at past jobs weren't what we'd call passionate. By passionate, I mean making open source contributions, speaking at conferences, and writing posts. They were busy enough making money. The other day, Miguel, one of my email subscribers, shared a similar experience. Here's an excerpt of his email: Personally, I've become discouraged in my programming career and no longer aspire to work at one of the most important tech companies. I just want to pay my bills and meet my family's needs.…  ( 4 min )
    🚀 How to Deploy Any WordPress Web App Using Docker
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    Modern ANIMATED Drink Ui
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    From UPSC to Tech
    In 2023, I left tech to prepare for UPSC — studied governance, ethics, society. But no matter how hard I tried, I kept building in the background: automation scripts, app ideas, systems. Then it hit me: 💡 Tech itself is impact. So I returned to tech, stronger than before. Now I build learning tools, solve hiring problems using AI, and mentor others on the same path. 📖 Read the full story on Medium 👉 From UPSC to Tech – Full Story 📍 Also on LinkedIn: 🔗 LinkedIn Article You’re allowed to pivot. Growth isn’t always linear. Purpose and passion can coexist. 📬 Connect or DM me: 🔗 LinkedIn CareerSwitch #UPSCtoTech #WomenInTech #LifeAfterUPSC #TechWithImpact #DEVCommunity #Storytelling #CareerJourney  ( 3 min )
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    How to Change Hover Text in Tauri App on Dock?
    Introduction If you're developing a Tauri app and want to customize the hover text that appears when your application is minimized to the dock, you're in the right place! The hover text, also known as the tooltip, often defaults to the app name specified in your configuration file. In this guide, we'll explore how to change the hover text to reflect your specific preferences, such as setting it to 'Pepper', the name of your app. Why Hover Text Matters Hover text or tooltips provide users with quick information about what an application does. In the context of a Tauri app on the dock, having clear and informative hover text can improve user experience and provide clarity regarding the app’s purpose. It eliminates ambiguity, especially for apps with similar names or purposes. Understanding T…  ( 5 min )
    The Rise of WebAssembly: Unlocking High-Performance Web Apps
    For years, JavaScript has powered the modern web—but what if you could take things to a whole new level of performance? Imagine bringing near-native execution speed right into your browser, opening doors to gaming, video editing, simulations, and even machine learning—all running seamlessly inside your web app. Welcome to the world of WebAssembly (Wasm)—a game-changer for frontend and backend developers alike. WebAssembly is a binary instruction format designed to run at near-native speed in web browsers. It's language-agnostic, meaning you can write code in C, C++, Rust, Go, and other languages, then compile it to Wasm and run it alongside JavaScript. Key advantages of WebAssembly: 🚀 Blazing-fast performance — thanks to low-level, optimized bytecode 🔒 Security-first — runs in a safe,…  ( 4 min )
    [Boost]
    OKRs vs. KPIs: Setting Effective Goals for Developer Teams Pratham naik for Teamcamp ・ May 5 #productivity #devops #opensource #performance  ( 2 min )
    [Boost]
    OKRs vs. KPIs: Setting Effective Goals for Developer Teams Pratham naik for Teamcamp ・ May 5 #productivity #devops #opensource #performance  ( 2 min )
    [Boost]
    OKRs vs. KPIs: Setting Effective Goals for Developer Teams Pratham naik for Teamcamp ・ May 5 #productivity #devops #opensource #performance  ( 2 min )
    [Boost]
    OKRs vs. KPIs: Setting Effective Goals for Developer Teams Pratham naik for Teamcamp ・ May 5 #productivity #devops #opensource #performance  ( 2 min )
    Another jamathon thingy, but this time with authZ
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined You know what I've done a lot? Frontend: lovable, tsx, React Backend: Node.js + Express proxy Permit PDP: Docker container (works great locally, not separately hosted… details below) Permit Cloud: For managing roles, resources, and policies 🎯 The Goal It's gotta be obvious that it works. So I made a proxy server, because API keys. Is that the correct decision? ask me later. currently it probably isn't hosted, but what definitely isn't: PDP (Policy Decision Point) runs locally in Docker — lovable didn't work with this the first time I tried, but at least it works on my machine Defined resources like jam and submission, and actions like create, judge, update. Set up global ro…  ( 4 min )
    Connect your AI to any tool and build reliable AI agents using ACI.dev
    In this article, we review what ACI. DEV platform is. This project was trending no.1 on Github on May 3, 2025. We will look at: What is ACI.dev? Features. Integrations. ACI.dev is the open source platform that connects your AI agents to 600+ tool integrations with multi-tenant auth, granular permissions, and access through direct function calling or a unified MCP server. Connect your AI to any tool and build reliable AI agents. I found the following features on ACI.dev 1. Pre-built Tool Integrations Effortlessly integrate 500+ essential tools including Gmail, Hubspot, Notion, and Slack into your AI agents with just one connection. 2. Managed Agent Authentication Allow end-users to authorize your AI agents with access to their accounts through OAuth. ACI.dev handles all the token …  ( 4 min )
    Is GitHub Sponsors Safe? A Comprehensive Guide
    Abstract This post delves into the safety and security of GitHub Sponsors, an innovative platform enabling financial support for open-source projects. We examine technical, financial, and personal security measures built into the system, provide a historical background and context, and offer practical examples and best practices for safe usage. We also discuss challenges, limitations, and the future outlook for open-source funding solutions, comparing GitHub Sponsors with similar platforms like Patreon. Throughout the post, we include tables and bullet lists to highlight key points, incorporate authoritative hyperlinks, and present insights that are both technical and accessible. Open-source development is a cornerstone of modern technology innovation, but sustaining projects financially…  ( 9 min )
    [Boost]
    Scared of System Design? Try This Tradeoff Quadrant Smile Gupta ・ May 4 #webdev #systemdesign #javascript #frontend  ( 2 min )
    🚀 "Crafting an AI/ML-Driven GitHub Profile: Projects, Skills & Growth"
    🚀 Featured AI/ML Projects 🌱 Telegram Crop Recommendation Bot 🎯 Collaborative Recommendation System (No-Code AI) 🔍 Fraud Detection Model  ( 3 min )
    How to Exclude Rows While Using SQL Outer Join?
    Introduction When working with SQL, especially with outer joins, it's crucial to understand how to filter your results effectively. In your case, you're looking to perform a right outer join between two tables and then conditionally include or exclude rows based on the status from one of these tables. This article will break down how to efficiently filter results using outer joins in SQL while ensuring you get data according to specific conditions. Understanding the Outer Join Behavior Outer joins, particularly the right outer join you mentioned, are designed to include all the entries from the right table (in this case, table2), along with matching rows from the left table (table1). If there are no matches, SQL will return NULL for columns from table1. This behavior poses a challenge when…  ( 4 min )
    Comparing Optimization Algorithms: Lessons from the Himmelblau Function
    Optimization algorithms are the unsung heroes behind many computational tasks, from training machine learning models to solving engineering problems. A recent paper, A Comparative Analysis of Optimization Algorithms: The Himmelblau Function Case Study (April 22, 2025), dives into how four algorithms tackle the Himmelblau function, a tricky test problem with multiple solutions. This article distills the study’s core findings for developers, keeping the technical details intact but simple and math-free. What’s the Himmelblau Function? The Himmelblau function is a benchmark problem used to test optimization algorithms. It’s like a hilly landscape with four identical “valleys” (global minima) where the best solutions lie, plus some deceptive “shallow dips” (local minima) that can trap algorith…  ( 6 min )
    Day 37: Looping Practice& find divisors of count
    package demo_programs; public class Looping3 { public static void main(String[] args) { // TODO Auto-generated method stub int total=8; int count=3; int eaten=0; while (count 1) { securityCount += 1; box = box / 2; } System.out.println(securityCount); } } Find divisors count of given Numbers package demo_programs; public class Looping5 { public static void main(String[] args) { // TODO Auto-generated method stub int no=20; int div=1; int count_of_divisors = 0; while (div<=no) { if (no%div == 0) System.out.println(div); //count_of_divisors = count_of_divisors + 1 count_of_divisors+=1; div+=1 ; }}}  ( 3 min )
    Hover Bug: A Prankware Simulator. Based on the "Butterfly on Desktop" (text only) that will probably never touch the corner.
    Hey folks! I recently finished a fun little C++ project that simulates a butterfly flying around your desktop — but with a twist: it does so in a controlled environment for custom text input! Remember the DVD logo that people love when it touches the corner based on a fixed path, this one is unpredictable as its movement is random. Give it a try by downloading the Github Release: Hover_Bug Spawns a entered text that "hovers" on top of all windows. Almost like a DVD logo that people love when it touches the corner. Runs seamlessly on Windows — think of it like a lightweight desktop companion. Language: C++ Framework: Win32 API for desktop-level rendering and layering Executable Output: Hover_Bug.exe and main.exe Release Build: Available under the release branch on GitHub — only 2.exe fi…  ( 4 min )
    Setup new project slot
    Setup doc-slot-core 1.Clone project and open with VSCode: https://gitea.plp19.com/dev-public/doc-slot-core-manual npm install npm start 2.Setup follow README http://localhost:3000/docs/intro Setup prject  ( 2 min )
    📈 Mastering AWS CloudWatch: Monitor, Visualize, and Automate Like a Pro
    If AWS is the engine powering your infrastructure, CloudWatch is the dashboard that helps you drive with visibility, precision, and control. In this blog, we’ll break down: What CloudWatch actually does Metrics: CPU, memory, network, disk, custom metrics 🧱 CloudWatch Core Components Step 1: Create an Alarm aws cloudwatch put-metric-alarm \ 📥 Use Case: Centralized Logging with CloudWatch Logs Lambda functions Install CloudWatch Agent Go to CloudWatch → Dashboards (WriteIOPS + ReadIOPS) for EBS volumes const https = require("https"); exports.handler = async (event) => { const req = https.request(options); 🚨 Alert: ${message} })); fields @timestamp, @message @message like /ERROR/ and status >= 500 filter duration > 3000 🧠 Best Practices for CloudWatch 💡 Cost Optimization Tips Lambda functions { "source": ["aws.ec2"], ✅ CloudWatch Cheat Sheet With proper setup, it becomes your early warning system, performance profiler, and automation engine — all in one. Whether you’re running microservices, serverless apps, or monoliths, CloudWatch brings peace of mind to your AWS operations. 💬 Let’s Talk! Drop your setup, questions, or tips in the comments. Let’s build reliable systems together — one metric at a time. AWS  ( 5 min )
    Security in Linux: Strong by Design, Smarter by Practice
    Table of Contents Why Linux Security Matters The Power of Permissions User Management: Only the Right People Get In Updates and Patching: Stay Ahead of Threats Firewalls and Network Safety Real-Life Example: Locking Down a Shared Server Bonus Tips: Extra Layers of Protection Wrapping Up Let’s face it: no system is invincible. Linux security is all about keeping your system safe from unauthorized access, data breaches, and cyber threats-using smart design, open-source transparency, and a community that’s always on the lookout. The best part? You’re in control. Permissions are the backbone of Linux security. Every file and folder has an owner, a group, and a set of permissions (read, write, execute). This setup means you decide who can see, change, or run what-…  ( 4 min )
    PermiShout: Recreating Twitter with Access Control using Permit.io
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined If you want to immediately get setup. Follow the instructions at https://github.com/AnsellMaximilian/permishout For this challenge, I decided to recreate Twitter/X, complete with access control. It's called PermiShout. Where a Shout is like a Tweet or post. I thought this would be perfect to show off Permit.io's base capabilities. Here's the app workflow: As you can see some shouts are different than others. Some have a delete button -- that's because Permit.io has determined that the current user has the authorization to do that. Some reply buttons are disabled and some are not. That's also Permit.io doing the work. Here's some conditions that has been set up for a user to be able to reply: If …  ( 15 min )
    Why Many Engineers and Workers Want to Leave India 🇮🇳✈️
    “I dream of living abroad one day. And I know I’m not the only one.” But the real question is — why do so many Indians, especially from the middle class, want to leave the country? Let’s talk honestly and openly. We pay: Income Tax GST Fuel Tax Road Tax Toll Tax But what do we get? ❌ Broken roads ❌ Poor public transport ❌ Slow government services ❌ Dirty cities Dirty washrooms Outdated machines Less staff Long waiting times We are forced to go to expensive private hospitals even after paying taxes for public healthcare. FSSAI should protect us from harmful food. But in reality: Cold drinks full of sugar Packaged food full of chemicals Harmful products easily available These are still approved by FSSAI, which runs on our tax money. 10–15 year old syllabus No practical knowledg…  ( 4 min )
    Embracing Decentralization with Infinex Patrons for Indie Hackers
    Abstract: In the fast-paced world of digital innovation, decentralization is transforming how creators and indie hackers monetize and manage their digital assets. Infinex Patrons (XPATRON) is a breakthrough platform powered by blockchain technology that offers seamless NFT minting, robust smart contract integration, and community engagement— all without middlemen. This post explores the context, core features, and functionality of XPATRON, while highlighting practical applications for indie hackers, potential challenges, and future trends. Drawing from expert insights in blockchain, open source innovation, and decentralized finance, we detail how indie hackers can leverage XPATRON’s infrastructure to foster trust, enhance revenue opportunities, and maintain creative freedom. In modern dig…  ( 9 min )
    How to Create Dynamic Permissions in PHP from Text Files
    Introduction If you're looking to create a PHP script that dynamically reads permissions from a text file and assigns them to variables, you're in the right place! In this guide, we'll walk through a solution that accomplishes this by utilizing plain text files for configurations, allowing an easy setup for your template. You'll learn how to handle permissions, and variable assignment based on the contents of your file. Understanding the Configuration File The main file we will be reading from is Administrator.txt. This file contains various configurations listing the permissions. Each permission is either just a line with the permission name or a line formatted as permission_name: value; that assigns a power value. Here’s what our Administrator.txt file looks like: /* Administrator con…  ( 4 min )
    Network Troubleshooting Explained: Simple Steps for Success (CompTIA Net+)
    Preamble: Troubleshooting, which is the process of figuring out why something isn't working, is a crucial skill in many areas, including networking, computer systems, and even everyday situations. CompTIA emphasizes a consistent troubleshooting method across its courses, and it's a method that can be used for all sorts of problems. When you're trying to solve an issue, it's important to follow these steps in order. Skipping steps can lead to missing important details, not understanding the root cause of the problem, or making it harder to remember what you did for future reference. Below are the troubleshooting steps you will need to go through: Identify the problem Gather information. Question users. Identify symptoms. Determine if anything has changed. Duplicate the problem, if possibl…  ( 13 min )
    How to Travel
    Pack your bags up the day before. Make sure to get the basics, underwear, socks, toothbrush, medications, pjs, travel documents, license, passport, – don't get deported, little gifts, etc... 'etc...'? This etcetera is the other stuff you forget and will inevitably have to purchase at your destination. Yes, I account for this because sometimes it doesn't matter how much time ahead I pack there is usually something I missed packing and have to either bother a relative to let me borrow it. I don't love forgetting stuff but at this point I rather forget than having to change my ways, like packing weeks before like my mother does. Smart lady, never forgets anything. I'm more like my dad in these type of things. 'Men'. I'm not sure if it's a fair thing to asume, 'all men are bad at packing' but I tell you, there is a pattern. My male cousin, doesn't travel, I wonder if he would also suck at packing. I think having a comfortable amount of money makes you care less because you can just purchase what you forget at the place where you go to maybe, – saying this in the most possibly humble way. For example, I forgot to pack belts, now I have to go to a store and buy something I already had for free at home.  ( 3 min )
    Messaging Made Simple with RabbitMQ-Stream
    A lightweight RabbitMQ framework for Node.js, built to eliminate boilerplate and let you focus on business logic. Let’s say you’re building an app with several moving parts—maybe one service processes user signups, another sends welcome emails, and another tracks analytics. Normally, these services would need to talk to each other directly and immediately—which makes things tightly connected and harder to scale. Messaging and event-driven architecture solve this by letting each part send and receive information independently. It works like this: When something important happens (like a new user signing up), that part of the app sends a message—think of it like dropping a letter in a mailbox. RabbitMQ. Here’s a simple example: A user signs up → The app sends a user.created message → The > e…  ( 6 min )
    How to Create a Fibonacci Sequence in JavaScript?
    Creating a Fibonacci sequence in JavaScript is a fascinating way to explore the world of programming and mathematics. The Fibonacci sequence is defined by the relation where each number is the sum of the two preceding numbers, starting from 0 and 1. In this article, we'll explore how to implement this sequence in JavaScript using a while loop, similar to the summation approach that you shared. Let's delve into writing an efficient script for generating Fibonacci numbers. Understanding the Fibonacci Sequence The Fibonacci sequence starts with 0 and 1, and every subsequent number is derived from the sum of the two previous numbers. A brief look at the series reveals: 0, 1, 1, 2, 3, 5, 8, 13, 21, ... This characteristic property makes it a popularly studied sequence in both mathematics and pr…  ( 5 min )
    AuthClinic: A Unified Access Control Demo for Healthcare Applications
    📋 Table of Contents What I Built Demo Project Repo My Journey Using Permit.io for Authorization I built AuthClinic, a comprehensive healthcare platform that revolutionizes how medical data access is managed. This isn't just another healthcare app—it’s a carefully crafted solution that addresses one of the most critical challenges in healthcare: secure and flexible data access control. The platform allows healthcare providers, patients, and caregivers to manage medical records, health plans, and sensitive information with unprecedented precision. What sets it apart is its sophisticated permission system that understands the complex relationships in healthcare—from family members to professional caregivers, and everything in between. The real magic happens in how it handles permi…  ( 4 min )
    🌀 The Ritual Scheduler
    “Summon a daily contribution. Maintain the illusion. Worship the green.” You ever stare at your GitHub contribution graph like it's a Tamagotchi you forgot to feed? Yeah, me too. So I built something unholy: A Bash-based automation daemon that ensures your GitHub profile always looks... alive. It commits. It pushes. It even wakes your computer from the dead to do it. ⏰ Schedules fake-but-believable commits at randomized human hours 🔁 Retries if GitHub rejects your offering 💾 Logs your ritual attempts and successes 🌴 Vacation mode, so your ritual pauses when you need rest (or alibis) 🔥 Self-healing if a ritual was missed (triggered by guilt and grep) 👁️ macOS popup warnings like: > “⚠️ No ritual detected today. The square is empty. You are exposed.” 🧙 Choose your commit incantations like: feat: added function nobody asked for fix: removed existential crisis from variable name 📜 Add custom altar messages 🔓 Unlock rare achievements like: "100 Days of Devotion" "The Sacred Streak" ✅ Daily ritual cron + safety check daemon 🪞 GitHub visibility flip (goes public, commits, hides again) 🧙‍♀️ Bash installer with prompt-based setup 🏕️ Vacation flag toggle for burnout mercy 🧾 .command launcher for double-click ritualism 🎨 Coming Soon: SVG badges GitHub profile theme pack Guilt Daemon™ (shames you in Slack when your squares go dark) Yes. I built it for fun. I also use it daily. It’s part spiritual theater, part productivity placebo, and part real automation. Bash cron, pmset, at, and osascript (macOS) GitHub CLI (gh) Dark magic I'm testing the waters. If enough devs want this, I’ll clean it up, ship a proper version, maybe even add a front-end GUI (Tauri? React? Electron? We’ll see). Leave a comment if you'd actually use it — or just want the GitHub link. “Coding is a ritual. This just makes it official.”  ( 4 min )
    Still lost in Voronoi Diagrams
    This is going to be a quick Devlog, because I just want to get back to this issue I'm having and figure out a solution for it. I've gone back to the drawing board, trying to figure out how to effectively unwrap the donut-shaped Voronoi diagram I have for my river tiles. I think this is the third week I've been working on the same problem now, so I'm getting a little frustrated because 3 weeks is a lot of time that could have been spent working on some other part of the game. I just feel like when I do solve this, one - I won't have to think about it again, and two - the visual pay-off will have been worth it. I also feel like I've invested too much time to not get some kind of pay-off for this feature. The biggest issue that I'm having is that when I have the shapes aligned as they leave one of the corner tiles and enter the straight tile, by the time they flow along the straight path in time to reach the bottom, they're not quite aligned. Now I think the problem I'm having is that I've got a slight overlap on the tiles, the row beneath covers the row above by a couple of pixels - enough to make the borders around the tiles match up. This looks fine in practice, but I need to compensate for that when aligning the shapes, and I feel like this is throwing a spanner in the works. So, I'm redoing my hex grid, and I'm using this article as a reference... https://www.redblobgames.com/grids/hexagons/ I'm going to try and math my way through this tonight. Wish me luck! Cheers, Dan.  ( 3 min )
    Import a large CSV more than 1G into a database quickly
    This article will introduce how to quickly import csv or txt files larger than 1g into the database. Here, we prepared a CSV file with 10 million rows x 30 columns x 4GB. At first, I tried to import it with Navicat. The first problem I encountered was that the encoding format was unknown, which led to many attempts to find the correct encoding. The second problem is that Navicat reads and writes one by one. Although this does not take up memory, the speed is very slow. The third problem is that halfway through the import, an error was reported because the field length was not enough! ! ! I had to reset the field length and import from 0 again. . . What's worse is that after setting one field, another error was reported. . . Now, we use the DiLu Converter Import tool to solve these problems one by one. Encoding: It can be automatically identified by default (for files with unknown encoding). If the encoding format of the file is known, you can select or enter its encoding format to speed up the parsing speed. Chunk Size: You can set the number of rows to import at a time according to the available memory of your computer. My computer has a total of 16G memory, about 9G is available, and 500,000 is set in a batch. Here, you must set the size according to the available memory. If the setting is too large, the memory may overflow, and if the setting is too small, it will not speed up. And The just click start You can see that it takes about 20 seconds to import a batch of 500,000 rows, and the memory usage is less than 1G Finally, it took about 5 minutes to import this csv file of 10 million rows x 30 columns x 4GB, and the maximum memory usage was about 1G. Because the tool imports files in batches according to batch size, no matter it is 1 file or hundreds or thousands of files, no matter a single file is 1G or 100G, as long as the batch size is set reasonably, it can be imported quickly, stably and without consuming memory.  ( 4 min )
    How to Create a Generic Structure with a Default Type in Rust?
    Creating generic structures in Rust can initially seem challenging, especially when it comes to default types. In this article, we will explore how to create a generic structure with a default type, allowing users to omit the generic parameter when defining instances. We’ll investigate why the Rust compiler requires explicit type annotations in certain situations and provide a step-by-step solution to this common problem. Why Does Rust Require Explicit Type Annotation? Rust is a statically typed language, which means types are known at compile time. When you define a generic structure, the compiler often needs to understand what specific type to use for the generics. In your code example, you're trying to instantiate C without specifying its type, which results in the following error: erro…  ( 4 min )
    🔁 1128. Number of Equivalent Domino Pairs – Explained with Code in C++, JavaScript, and Python
    If you’ve ever played with dominoes, you know that the order of the numbers doesn’t matter—[1,2] is the same as [2,1]. That's the central idea behind this popular LeetCode problem: 💡 Given a list of dominoes, return how many pairs of dominoes are equivalent. Two dominoes [a, b] and [c, d] are equivalent if: (a == c and b == d) or (a == d and b == c) Let's dive into the most optimal way to solve this! Instead of comparing every pair (which would take O(n²) time), we can: Normalize each domino: [a, b] becomes [min(a, b), max(a, b)] Use a hash map to count how many times each normalized domino appears. Every time we see a duplicate, we count how many previous identical dominoes we've seen. Add that count to the result (because every new domino can pair with all previous identical ones). Inp…  ( 4 min )
    # OpenSearch : 🚀 How to Improve Index and Shard Performance in OpenSearch
    OpenSearch, a powerful distributed search and analytics engine, offers high scalability and near real-time search capabilities. However, as data volume and query complexity grow, performance bottlenecks often emerge—particularly around indices and shards. This guide breaks down actionable strategies to optimize indexing, querying, and shard management for improved performance and cluster health. Index: A logical namespace that maps to one or more physical shards. Shard: A basic unit of storage and search in OpenSearch. Each shard is a Lucene index. Performance is tightly tied to how indices and shards are structured, distributed, and queried. Too many shards create overhead; too few limit concurrency. Aim for ideal shard sizes between 10–50 GB. Avoid the default 5 shards unless justified. …  ( 4 min )
    Milestone Two: Build 8 Is Here, and It’s a Big One
    Originally posted on May 4, 2025 We’ve officially reached Build 8 — our second milestone — and Tavrn is starting to feel like a real platform. This post covers our new server system, real-time messaging, roles, settings, and a few things we’re still keeping under wraps (👀). We’ve been quiet… because we’ve been building.\ Tavrn has officially hit Build 8, our second milestone. This one’s a big deal. After a full system reset not too long ago, we’ve been sprinting toward one of the most important parts of any chat app: servers. And now? They’re finally working.\ ✅ Real-time messages\ channel This marks the first time Tavrn feels like a platform (to me atleast), not just a prototype. With the server system online, Tavrn moves from “messaging app” to full-fledged community space.\ how people come together. Roles let communities self-moderate.\ buttery smooth. Of course, we’re still ironing out a few things — but this is the moment we’ve been working toward. We’ll be honest — Build 8 isn’t just about what’s been revealed.\ other things in the works.\ But if Build 8 is this solid already?\ We’re moving fast, and we’re not stopping.\ intent, care, and a little bit of chaos.\ Stay tuned.\ — Tavrn  ( 3 min )
    Mas allá de la moda de los microservicios
    Desde su popularización alrededor de 2011, la arquitectura de microservicios ha generado gran interés tanto por su concepción teórica como por su aplicación práctica. La promesa de descomponer sistemas complejos en unidades independientes, facilitando despliegues ágiles, escalabilidad granular, monitoreo detallado y desarrollo autónomo, impulsa de manera significativa la eficiencia en las distintas etapas del ciclo de vida del software. No obstante, ante este conjunto de beneficios, la adopción de esta arquitectura en cualquier proyecto puede resultar riesgosa si no se aborda con una comprensión profunda de las mejores prácticas. Una arquitectura de microservicios mal diseñada puede fácilmente igualar, o incluso superar en complejidad y dificultades, a un sistema monolítico tradicional. Im…  ( 4 min )
    # PostgreSQL Tutorial: 🚀 How to Improve PostgreSQL Database Performance: A Practical Guide
    PostgreSQL is a powerful and feature-rich open-source relational database, but like any complex system, its performance depends heavily on how it's used. Whether you're managing a startup app or a large-scale enterprise platform, optimizing PostgreSQL can lead to massive gains in speed, scalability, and efficiency. In this article, we break down 12 proven strategies to improve database performance—covering indexing, caching, query optimization, and architectural techniques. Create indexes based on your most common query patterns. Indexes allow PostgreSQL to find rows faster by avoiding full table scans. Use EXPLAIN ANALYZE to identify slow queries and missing indexes. Materialized views store precomputed results of complex queries, making reads faster. CREATE MATERIALIZED VIEW fast_view AS…  ( 4 min )
    Daily JavaScript Challenge #JS-169: Find the Missing Number in Consecutive Array
    Daily JavaScript Challenge: Find the Missing Number in Consecutive Array Hey fellow developers! 👋 Welcome to today's JavaScript coding challenge. Let's keep those programming skills sharp! Difficulty: Easy Topic: Array Given an array containing consecutive integers from 1 to n with one integer missing, find the missing number efficiently. https://www.dpcdev.com/ Fork this challenge Write your solution Test it against the provided test cases Share your approach in the comments below! Check out the documentation about this topic here: https://en.wikipedia.org/wiki/Arithmetic_progression How did you approach this problem? Did you find any interesting edge cases? What was your biggest learning from this challenge? Let's learn together! Drop your thoughts and questions in the comments below. 👇 This is part of our Daily JavaScript Challenge series. Follow me for daily programming challenges and let's grow together! 🚀 javascript #programming #coding #dailycodingchallenge #webdev  ( 14 min )
    How to Fix 'LOG_FILE must be set' Error in Rust with dotenv
    Introduction When developing a Rust application, using environment variables can streamline configurations and various setups. However, if you encounter the error 'LOG_FILE must be set' while trying to log messages from your application, it might indicate that your application isn't reading the .env file correctly. Let's delve into how to resolve this issue so that your Rust application can access the LOG_FILE variable seamlessly. Understanding the Issue The error thread 'main' panicked at 'LOG_FILE must be set: NotPresent' signifies that the program attempted to retrieve the LOG_FILE environment variable but could not find it. This usually happens for a couple of reasons: The .env file is not being loaded properly. The environment variable is incorrectly specified or is missing. The Role …  ( 5 min )
  • Open

    New York district gets interim US Attorney as ex-SafeMoon CEO trial kicks off
    Acting US Attorney for the Eastern District of New York (EDNY) John Durham has departed as President Donald Trump’s pick takes control of the office. In a May 5 notice, the US Attorney’s Office for EDNY said Joseph Nocella will serve as interim US Attorney for the region for 120 days or until a Senate-confirmed nominee assumes the role. Nocella’s appointment came as jury selection began in the criminal trial of Braden John Karony, the former CEO of crypto firm SafeMoon. It’s unclear how the advancement of Nocella, appointed by US President Donald Trump this month, could affect prosecutors’ case against Karony, who faces charges of securities fraud conspiracy, wire fraud conspiracy, and money laundering conspiracy. Nocella said he intended to help prosecute “narcotics-traffickers, gang memb…
    OpenAI to stay nonprofit, scrap proposed overhaul
    ChatGPT-maker OpenAI has abandoned plans to become a for-profit company and reaffirmed commitment to its nonprofit status.  In a May 5 blog post, OpenAI confirmed plans to convert its for-profit business unit into a so-called Public Benefit Corporation (PBC), which would remain under the nonprofit’s control. PBCs are for-profit companies that are legally obligated to prioritize a social mission alongside the interests of shareholders. The plans mark a reversal for OpenAI, which had previously floated a for-profit conversion involving spinning out the nonprofit entity. “OpenAI was founded as a nonprofit, and is today overseen and controlled by that nonprofit. Going forward, it will continue to be overseen and controlled by that nonprofit,” the ChatGPT-maker said.  This can be done without…
    Good actors were 'unfairly targeted' by SEC — OpenSea's CEO
    The Securities and Exchange Commission’s (SEC) enforcement approach on crypto firms has left a lasting “regulatory overhang” within the industry, according to Devin Finzer, co-founder and CEO of OpenSea.  Speaking to Cointelegraph, Finzer said that during Biden's administration the agency unfairly targeted good actors in the crypto space, including OpenSea. “There's all sorts of digital assets, you know, you shouldn't treat them all the same. That's obvious. But I think the approach that the prior SEC was taking was kind of this, you know, very, very generic.” The SEC issued a Wells notice — a formal notification that is often a precursor to enforcement action — to OpenSea in 2024, alleging that the NFT marketplace was operating as an exchange for unregistered securities. At the time, Finz…
    Trump’s crypto dealings face scrutiny as House Republicans unveil digital asset bill
    US President Donald Trump’s crypto businesses are drawing increased scrutiny on Capitol Hill and beginning to influence the progress of US digital asset legislation. As Republican lawmakers in the US House of Representatives unveiled their draft of a digital asset market structure bill on May 5, Democrats prepared for a united response to Donald Trump’s deepening connections with the industry. Speaking to Cointelegraph on May 5, a Democratic staffer with knowledge of the matter said that House Financial Services Committee Ranking Member Maxine Waters planned to lead some members of her party out of a Republican-led hearing discussing digital assets. The May 6 hearing, entitled “American Innovation and the Future of Digital Assets” and led by Committee Chair French Hill, could address draft…
    Bitcoin sell-off to $93.5K is a brief hiccup — Data still supports new BTC highs in 2025
    Key takeaways: Bitcoin price slips, but BTC dominance is on the rise. Sizable purchases by Strategy and the spot BTC ETFs highlight institutional investors’ appetite for Bitcoin. Bitcoin’s (BTC) price has dropped by 4.3% in the last three days after nearly reaching $97,900 on May 2. Despite showing resilience at the $94,000 level on May 5, some traders are disappointed that strong institutional inflows have not been enough to maintain bullish momentum. However, several encouraging signs suggest that a new all-time high for Bitcoin in 2025 remains within reach. Bitcoin market share excluding stablecoins. Source: TradingView / Cointelegraph Bitcoin’s dominance over the broader cryptocurrency market has surged, currently standing at 70%, its highest since January 2021. This has occurred de…
    US Treasury sanctions Myanmar militia group for alleged crypto scams
    The United States Department of the Treasury has sanctioned a Myanmar militia group known as the Karen National Army (KNA), accusing it of crypto-related scams and other criminal activities. According to a May 5 press release issued by the agency, the Karen National Army has been orchestrating a variety of crypto scams, including the infamous “pig butchering” scam, which lures victims into contributing more and more to fake crypto schemes. Americans “have collectively lost billions of dollars” from scams such as those emanating from Myanmar, the release reads, without specifying an amount. “Today, the U.S. Department of the Treasury’s Office of Foreign Assets Control (OFAC) sanctioned the Karen National Army (KNA), a militia group in Burma, as a transnational criminal organization, along …
    VanEck files for BNB ETF, first in US
    Asset manager VanEck has asked US regulators for permission to list an exchange-traded fund (ETF) holding BNB, the native token of Binance’s BNB Chain, regulatory filings show.  The ETF is designed to accumulate spot BNB (BNB) tokens and “may, from time to time, stake a portion of the [fund’s] assets through one or more trusted staking providers,” according to the ETF’s S-1 prospectus. The filing marks the first time an asset manager has filed for a BNB ETF in the United States. The BNB token has a market capitalization of roughly $84 billion, according to data from CoinMarketCap. As of May 5, BNB stakers earn a yield of approximately 2.5%, according to data from Stakingrewards.com.  Binance’s BNB Chain is among the most popular smart contract networks, with a total value locked (TVL) of n…
    What do crypto users want to happen to Alex Mashinsky?
    Crypto users are weighing in as Alex Mashinsky, the former CEO of Celsius Network, prepares to stand before a judge on May 8 to face sentencing for commodities fraud and a fraudulent scheme to manipulate the price of the platform’s token. In a May 2 filing in the US District Court for the Southern District of New York (SDNY), prosecutors released several impact statements from individuals affected by the collapse of Celsius filed after the initial deadline. Though at least one suggested clemency for the former CEO, many told the court about the financial and personal losses caused by the crypto firm filing for bankruptcy, and hinted that Mashinsky should be held accountable for misrepresenting the company. “Many of the people who participated in this fraud, benefited from this fraud, and p…
    Price predictions 5/5: SPX, DXY, BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI
    Key points: Bitcoin is witnessing a tough battle between the bulls and the bears at the $95,000 level. Solid buying by spot Bitcoin ETF investors last week signals a positive shift in investor sentiment.  Select altcoins have held their support levels, increasing the likelihood of a short-term up move. Bitcoin (BTC) slipped below the breakout level of $95,000 on May 4, indicating profit booking at higher levels. The bulls tried to push the price back above $95,000 on May 5 but are facing stiff resistance from the bears.  Glassnode senior researcher CryptoVizArt said in a post on X that Bitcoin maintaining above $93,000 was very surprising and also risky as the rally to the $93,000 to $96,000 range “pushed the profit-taking volume above the statistical levels.” CryptoVizArt added that t…
    Bitcoin investors’ expectations evolve as 88% of BTC supply is in profit
    Key Takeaways: 88% of Bitcoin’s supply is in profit below $95,000, indicating a reset in investor expectations. The current price range of $75,000–$95,000 may represent a structural bottom, aligning with market conditions from Q3 2024. The Market Value to Realized Value (MVRV) Ratio at 1.74 acts as a historical support zone, signaling cooling unrealized gains and potential for future growth. Bitcoin’s (BTC) market dynamics are shifting, as Glassnode data reveals that 88% of the supply is currently in profit, with losses concentrated among buyers in the $95,000-$100,000 range. This high profitability, rebounding from a long-term mean of 75%, indicates a reset in investor expectations.  Bitcoin percent supply in profit. Source: X.com Bitcoin's price staged a recovery from its long-term …
    What will Bitcoin price be if gold hits $5K?
    Key takeaways: Bitcoin has historically outperformed gold, more recently by sixfold. Gold’s climb toward $5,000 could set the stage for significant Bitcoin gains. Weakening US dollar and rising global liquidity remain key drivers for both assets. Gold’s march toward $5,000 per ounce and beyond has become a big topic among hard-asset bulls, including Yardeni Research’s head Ed Yardeni and billionaire investor John Paulson. But what could happen to the price of Bitcoin (BTC), touted as “digital gold” by many, if the precious metal surges even higher? BTC price jumped 6x last time gold rallied Bitcoin has historically delivered far more substantial gains than gold when their markets rally concurrently. From March 2020 to March 2022, during the Federal Reserve’s ultra-loose monetary …
    Crypto market manipulation schemes are becoming increasingly coordinated
    Opinion by: Tracy Jin, Chief Operating Officer, MEXC Market manipulation is everywhere and yet nowhere to be seen. It is an invisible threat affecting crypto and traditional markets, leaving ordinary traders counting the costs. Sometimes, manipulation is obvious — illiquid tokens being pumped high before being dumped just as fast — but often, it's subtler and more challenging to detect. What's more concerning is that these schemes are no longer the domain of rogue whales or amateur pump groups. Signs increasingly point to highly organized, well-funded networks coordinating activities across centralized exchanges, derivatives platforms, and onchain ecosystems. As these actors grow in sophistication, their threat to market integrity expands exponentially. A tale as old as time  Market manipu…
    Ripple commits $25M US school nonprofits
    Ripple, the US-based crypto services firm behind the XRP Ledger, has committed $25 million in Ripple USD (RLUSD) to education nonprofits DonorsChoose and Teach For America. According to a May 5 announcement, the grant will be processed through the crypto charity intermediary service The Giving Block. DonorsChoose CEO Alix Guerrier said "teachers are going the extra mile for their students' education, even spending hundreds — sometimes thousands — of dollars out-of-pocket for their classrooms." The donations are meant to provide teachers with resources for such initiatives. Ripple cites a 2024 Gallup survey showing that 55% of US parents and adults are dissatisfied with the quality of K-12 education in the United States. This highlights “constraints and gaps in funding for education,” the reports reads. Ripple CEO Brad Garlinghouse said in the statement: “We hope to inspire others to do the same, starting with Teacher Appreciation Week, and leading into the rest of the year to support students and teachers with the resources they need to build a stronger future for themselves and their communities.” Teach For America CEO Aneesh Sohoni said the new funding will allow the organization to expand its “Ignite Tutoring Fellows program, drive innovation in our Reinvention Lab, and provide crucial financial assistance” to prepare teachers. Related: The Giving Block starts disaster fund for California wildfire victims Crypto-fueled charity The cryptocurrency industry is familiar with charitable donations. Last month, Binance co-founder Changpeng “CZ” Zhao pledged over half a million dollars worth of crypto to the earthquake disaster relief effort in Thailand and Myanmar. The Giving Block forecasts crypto donations to reach $2.5 billion in 2025. Another player in the crypto charity field, Blockchain For Impact (BFI), in March committed $90 million to advance biomedical research. Magazine: 6 Questions for Alex Wilson of The Giving Block
    How a $243 million crypto heist led to a real-world kidnapping
    $243M Bitcoin scam that led to kidnapping and chaos In one of the most bizarre crossovers between digital crime and real-world violence, a group of young cybercriminals stole almost $243 million in Bitcoin (BTC). Within weeks, the fallout spilled from the blockchain into a quiet Connecticut suburb, ending in a harrowing kidnapping plot. If this seems like the plot of a Netflix thriller, you’re not alone in thinking that. But it happened. And fast. Let’s unpack how a Minecraft-playing teenager, an underground network of crypto thieves and a Lamborghini-driving suburban couple all became tangled in a wild web of digital deception and real-world chaos. It all started when a Washington, D.C.-based cryptocurrency investor received a suspicious phone cal…
    Trump to host memecoin gala dinner amid backlash, impeachment calls
    US President Donald Trump will host a gala dinner for top holders of his Official Trump (TRUMP) memecoin despite bipartisan criticism and renewed calls for impeachment. In a May 5 Truth Social post, Trump announced that he will hold a gala dinner with major TRUMP holders on May 22. The announcement follows multiple US lawmakers expressing concern over the initiative. In late April, Massachusetts Senator Elizabeth Warren called on government officials to address questions related to Trump’s memecoin and his media company. Controversies grew after Trump announced a dinner and White House tour for some holders of his TRUMP memecoin. “President Trump’s announcement promises exclusive access to the presidency in exchange for significant investment in one of the President’s business ventures,” a…
    Strategy, Semler bag 2K Bitcoin as price edged toward $100K last week
    Michael Saylor’s Strategy, one of the world’s largest corporate Bitcoin investors, slowed its BTC purchases last week as the cryptocurrency briefly surged above $97,000. Strategy acquired 1,895 Bitcoin (BTC) for $180.3 million during the week from April 28 to May 4 at an average price of $95,167 per BTC, the firm announced in its latest Form-8 filing with the US Securities and Exchange Commission. Strategy’s latest Bitcoin purchase is one of the smallest made by the company this year, alongside a comparatively meagre 130 BTC purchase in March. Source: Michael Saylor The latest buy is 87% less than the previous purchase of 15,355 BTC announced last Monday. Semler boosts buying despite rising prices While Saylor’s Strategy cooled its Bitcoin buying spree last week, others upped their appetite for BTC. Semler Scientific, a publicly traded US healthtech firm, bought 167 Bitcoin for $16.2 million in the period from April 30 to May 2 at an average purchase price of $97,093 BTC. Announced on May 5, the purchase by Semler was up at least 50% from the previous 111 BTC purchase by the firm announced on April 25. Bitcoin price chart in the past 30 days. Source: CoinGecko As of May 2, Semler held 3,634 BTC, acquired for an aggregate of $322.3 million at an average purchase price of $88,668 per BTC. Semler’s Bitcoin holdings are considerably smaller than Strategy’s, which held 555,450 BTC as of May 4, acquired for $68,550 per BTC. This is a developing story, and further information will be added as it becomes available. Magazine: Crypto wanted to overthrow banks, now it’s becoming them in stablecoin fight
    Binance co-founder CZ proposes Bitcoin, BNB for Kyrgyzstan reserves
    Binance co-founder Changpeng “CZ” Zhao has proposed Bitcoin and BNB as the first digital assets to build Kyrgyzstan’s national crypto reserves. On May 5, Zhao shared on X that he had advised Kyrgyzstan to start with Bitcoin (BTC) and BNB (BNB) when building its national crypto reserve. In 2024, Forbes claimed that Zhao holds about 94 million BNB tokens, or 64% of BNB’s circulating supply. At the time of writing, these tokens are worth about $55 billion.  The proposal followed Zhao’s earlier announcement that he had begun advising Kyrgyzstan’s National Investment Agency (NIA) on blockchain and crypto-related matters. On April 3, Zhao confirmed he’s been officially and unofficially advising governments on crypto frameworks and blockchain solutions. The former Binance CEO said that he finds…
    Cointelegraph and TheBlock announce strategic media partnership to strengthen global Web3 and virtual asset collaboration
    Dubai, UAE – May 2025 — TheBlock, the International Chamber of Virtual Assets, has announced a strategic partnership with Cointelegraph, the world’s leading Web3 media platform. The collaboration brings together two major players in the blockchain and virtual asset space, with the shared goal of amplifying the global adoption of tokenisation, advancing regulatory dialogue, and supporting builders entering the MENA region. The agreement, signed during Token2049 Dubai, highlights Cointelegraph’s growing collaboration with key players in the UAE. This new partnership will foster deeper collaboration and mutual support across TheBlock’s ecosystem. As part of the collaboration, Cointelegraph will set up a presence at TheBlock’s headquarters in Dubai World Trade Center, offering opportunities fo…
    XRP price risks 45% decline to $1.20 — Here is why
    Key takeaways: XRP forms a bearish descending triangle on the daily chart, risking a 45% drop to $1.20. Declining daily active addresses signal reduced transaction activity and liquidity. A breakout above $2.18 could invalidate the bearish pattern. The XRP (XRP) price flashes warning signs as a bearish technical pattern emerges on its daily chart, coinciding with declining network activity.  XRP descending triangle hints at 45% price drop The XRP price chart has been forming a descending triangle pattern on its daily chart since its late 2024 rally, characterized by a flat support level and a downward-sloping resistance line. A descending triangle chart pattern that forms after a strong uptrend is seen as a bearish reversal indicator. As a rule, the setup resolves when the price breaks…
    Crypto funds raked in $2B last week, pushing 3-week haul to $5.5B
    Cryptocurrency investment products attracted $2 billion in new inflows last week, according to the European investment firm CoinShares. Global crypto exchange-traded products (ETPs) have added $5.5 billion in inflows in the past three weeks, according to the latest weekly report from CoinShares. With the new inflows, total assets under management (AUM) in all crypto ETPs worldwide jumped 3.3% from $151 billion to $156 billion. Although the positive trend has continued for the past three weeks, the latest weekly inflows were down 41% from last week’s $3.4 billion of inflows — the third-largest crypto ETP inflows on record. Inflows slowed down despite new Bitcoin gains The slowdown in crypto ETP inflows came despite Bitcoin (BTC) seeing some brief gains last week, with the price rising from …
    Aptos exec sees Web 2.5 platforms earning ‘tons’ of revenue
    While many crypto ecosystems focus on decentralization as the core tenet of Web3, Aptos is seeing success with hybrid platforms that blend Web2 and Web3 technologies, commonly referred to as “Web2.5.” In an interview at the Token20249 event in Dubai, Aptos’ head of ecosystem, Ash Pampati, told Cointelegraph that they see Web2.5 platforms earn “tons of revenue” within Aptos. He noted that consumer-focused applications in particular are thriving on the network. Web2.5 is a term used to describe a combination of Web2 and Web3 technologies. The term describes platforms or applications that blend centralized Web2 experiences with decentralized Web3 elements.  These applications often avoid full decentralization, drawing criticism for not fully embracing the Web3 vision. Ash Pampati at the Tok…
    Watch these Bitcoin price levels as BTC meets ‘decision point’
    Key takeaways: Bitcoin failed to break the $98,000 resistance amid increased profit-taking. BTC price needs to close above $95,000 on the daily chart for a push to $100,000. Bitcoin’s (BTC) price failed to break above resistance at $98,000 on May 3. Since April 22, BTC prices have formed daily candle highs between $93,000 and $97,900, but they could not close above $97,440. BTC/USD four-hour chart. Source: Cointelegraph/TradingView Bitcoin price action has been choppy and within a narrow range for the past few days. With elevated profit-taking and a lot of supply in profit, markets could see volatile price swings toward key BTC price levels over the next few days.  Realized profits above “statistical levels” Senior researcher at Glassnode, CryptoVizArt.₿, said that Bitcoin’s rally to th…
    Tether AI platform to support Bitcoin and USDT payments, CEO says
    Tether AI, the forthcoming artificial intelligence platform from stablecoin giant Tether, will feature payments in major cryptocurrencies, including USDt and Bitcoin. Tether CEO Paolo Adroino took to X on May 5 to tease the imminent launch of Tether AI, the company’s new AI platform designed to offer “personal infinite intelligence.” According to Ardoino, Tether’s AI platform will be integrated with USDt (USDT) and Bitcoin (BTC) payments, allowing users to make transactions directly through a peer-to-peer (P2P) network. Source: Paolo Ardoino The initiative builds on Tether’s December 2024 announcement that it was developing a website for the AI tool, targeting a launch by the end of the first quarter of 2025. Support of “any hardware and device” Ardoino emphasized that Tether AI will not…
    Vitalik Buterin says rollups must prove security before decentralizing
    Ethereum co-founder Vitalik Buterin has explained when he believes rollup-based layer-2 platforms should go decentralized, and why “as soon as possible” is not the correct answer. In a May 5 X post, Buterin explained that there is a right time for rollup-based scalability solutions to transition to a decentralized model. This moment depends on how low the proof system’s failure probability has fallen compared with the risks introduced by centralization. Buterin’s thread came in response to a separate post by decentralized exchange Loopring founder and CEO Daniel Wang. Wang explained in his thread that the maturity of a system matters to its security: “Not all code is created equal. A rollup can be Stage 2, but running fresh code that’s never been tested under real stress.“ Rollup developme…
    America’s crypto renaissance is already failing; but we can fix it
    Opinion by: Shane Molidor, Founder, Forgd For years, launching a crypto project in the United States has been a maze of uncertainty. Legal ambiguity and a hostile regulatory environment have driven founders offshore, turning places like Switzerland and the Cayman Islands into global hubs for blockchain innovation.  With Trump’s election, things finally started to change, with a US administration openly declaring its intention to be crypto-friendly. Yet, despite the rhetoric, nothing concrete has changed so far. Launching a crypto project in the US is just as difficult as ever. US regulatory agencies continue to offer nothing but vague threats and “regulation by enforcement” lawsuits. America wants to be a leader in crypto, but, even under the Trump administration, it isn’t taking action to…
    Indonesia suspends Sam Altman’s World project over suspicious activity
    OpenAI CEO Sam Altman’s digital identity project, World, formerly known as Worldcoin, faces challenges in Indonesia after local regulators temporarily suspended its registration certificates. The Indonesian Ministry of Communications and Digital (Komdigi) has halted the Electronic System Operator Certificate Registration (TDPSE) for World and World ID over suspicious activity and alleged registration violations, the ministry announced on May 4. After the suspension, Komdigi plans to summon World’s local subsidiaries, PT Terang Bulan Abadi and PT Sandina Abadi Nusantara, to provide clarification on the alleged violations, it stated. According to a preliminary investigation, World’s PT Terang Bulan Abadi was allegedly operating without TDPSE, while PT Sandina Abadi Nusantara — the subsidiary…
    Notcoin says tap-to-earn ‘probably dead’ as Telegram games see shift
    Notcoin, one of the most prominent Web3 gaming projects of 2024, said the tap-to-earn genre is “probably dead” as Web3 gaming shifts to more fun and engaging projects. During Token2049 in Dubai, Notcoin co-founders Sasha and Vladimir Plotvinov, along with Uliana Salo, the head of design and product lead for NotGames, spoke with Cointelegraph about the state of Telegram-based Web3 gaming.  Vladimir told Cointelegraph that game builders are shifting to different genres as tap-to-earn has failed to sustain players’ interests.  “We’re going to see different types of games, as tap-to-earn games are probably dead because they’re not sustainable,” he said.  Notcoin’s Sasha Plotvinov (left), Uliana Salo (middle) and Vladimir Plotvinov (right) at the Token2049 event in Dubai. Source: Cointelegraph …
    How cybercriminals are exploiting digital twins to scam crypto users
    What is a digital twin? A digital twin is a virtual model or replica of a physical object, system or process. It’s like a digital mirror, allowing us to simulate, monitor and predict the behavior of real-world entities in real-time.  These virtual counterparts are designed to pull data from physical sensors or inputs, providing a continuous feedback loop that helps with analysis, optimization and decision-making. Digital twins can represent almost anything, from machinery in a manufacturing plant to human behavior or entire cities. In industries like healthcare, automotive, manufacturing and urban planning, digital twins allow for better resource management, predictive maintenance and more accurate simulations before physical changes are made. In e…
    Stablecoin fever: 5 major stablecoins are growing crypto adoption
    Increasing institutional interest and moves toward legal frameworks for stablecoins have seen the space grow, with five major projects slated to expand the market in the near future. In the EU, the Markets in Crypto-Assets (MiCA) regulatory package is in full force and has given stablecoin issuers clear guidelines by which they can enter European markets. In the US, the STABLE Act and the GENIUS Act, which would provide rules for stablecoins, are making their way through Congress.  As a result, major payments firms like Mastercard and Visa are stepping up support for stablecoin systems, and new coins have appeared, boosting the overall market capitalization of the stablecoin market.  Here are five major stablecoin initiatives projected to grow crypto adoption. Tether to relaunch in the U…
    BTC dominance due 'collapse' at 71%: 5 things to know in Bitcoin this week
    Bitcoin (BTC) starts the first full week of May with yearly open support in focus ahead of a key US economic policy decision. BTC price action attempts to hold the yearly open as support after some downside at the weekly close, but bullish perspectives remain intact. The US Federal Reserve interest rate decision is the key macro event of the week, with Chair Jerome Powell tipped to “move markets.” Jobless claims and Coinbase earnings add to a mixed bag of potential volatility triggers as recession talk gets louder. Bitcoin dominance hits 65% for the first time in over four years, but analysis thinks its days are numbered. Bitcoin “FOMO” is still waiting in the wings as sentiment flips positive. Bitcoin traders stay bullish with $93,500 intact Bitcoin saw some sell pressure into the …
    Donald Trump gives conflicting answers over memecoin profits
    US President Donald Trump gave clashing answers to whether he has profited from the crypto memecoin he launched in January, just days before he re-entered the White House. In a wide-ranging interview with Kristen Welker on NBC News’ Meet the Press released on May 4, Trump said he was “not profiting from anything” when asked to respond to critics who said he’s profiting from the presidency through the memecoin. “So you’re not profiting off of the cryptocurrency at all?” Welker asked Trump. “I haven’t even looked,” Trump admitted. “But I’ll tell you what. Look, if I own stock in something and I do a good job, and the stock market goes up, I guess I’m profiting.” Trump launched his memecoin, Official Trump (TRUMP), on Jan. 17, which hit a peak of $73.43 two days later, just a day before he wa…
    OKX to restart DEX with anti-abuse upgrades after Lazarus ‘misuse’
    Crypto exchange OKX has brought its decentralized exchange (DEX) aggregator back online with new security upgrades after it was paused in March to prevent further misuse by the North Korean hacking crew, the Lazarus Group. OKX founder and CEO Star Xu said in a May 4 statement to X that the DEX aggregator, OKX Web3, will resume with several new features, including a “real-time abuse detecting and blocking system.” A DEX aggregator is a service that pulls data from multiple decentralized exchanges and market makers and then presents it to users to assist with trading. Xu says, “OKX Web3 is a browser and search engine for blockchain.” Source: Star Xu At the same time, OKX said in a May 4 statement that the latest upgrade includes other new security measures to identify suspicious or fraudulen…
    Bitcoin pioneer and felon says he’s ‘vibe coding’ to restart the BTC faucet
    Early Bitcoin entrepreneur Charlie Shrem says he’s working on bringing back the Bitcoin faucet — a website that hands out Bitcoin to whoever solves CAPTCHA tasks, normally used to distinguish humans from machines. Shrem shared his new Bitcoin (BTC) faucet website — 21million.com — in a May 4 X post, which mimics the first-ever Bitcoin CAPTCHA page created by early Bitcoin innovator Gavin Andresen back in 2010. The 21million.com website currently displays a screenshot of a CAPTCHA task and a box to enter a receiving Bitcoin address, which was not functional at the time of writing.  Shrem’s Bitcoin faucet website also shows that there are 0 Bitcoin available to claim. Like Andresen’s old website, Shrem’s page explains what Bitcoin is and how to receive Bitcoin. Charlie Shrem’s Bitcoin faucet…
    Industry calls for urgent crypto law reforms after Australian election
    The Australian crypto industry has called on the newly reelected Labor government to urgently make digital asset legislation a top priority to ensure Australia doesn’t fall further behind global markets. The incumbent Australian Labor Party was returned in a landslide on May 3, picking up 54.9% of the two-party-preferred vote, against the Liberal and National Parties on 45.1%. Both parties went to the election promising crypto law reform, but only the opposition pledged to deliver draft legislation within 100 days. Joy Lam, Binance’s head of global regulatory and APAC legal, said the exchange has been consulting with Treasury officials since late 2023 about its proposed legislation, and it was now time for action. “Timing is really quite critical now because obviously it's something that …
    US Bitcoin ETFs bought 6x more than BTC miners produced last week
    Spot Bitcoin exchange-traded funds (ETFs) in the United States bought up nearly six times as many Bitcoin as were produced by miners over the last week. The US-based Bitcoin (BTC) funds bought a whopping 18,644 Bitcoin over the past week when only 3,150 BTC were mined for the period, reported asset allocator HODL15Capital on May 4. This accumulation by institutions and ETF issuers represents almost six times the amount of the asset being produced since miners only generate 450 coins per day.   The total inflow for the past five trading days was around $1.8 billion, with a net outflow on April 30, according to Farside Investors. There has only been one outflow day since April 16, as the inflows have mirrored market recovery.  Last week’s accumulation followed an increase in BTC spot prices …
    OpenAI ignored experts when it released overly agreeable ChatGPT
    OpenAI says it ignored the concerns of its expert testers when it rolled out an update to its flagship ChatGPT artificial intelligence model that made it excessively agreeable. The company released an update to its GPT‑4o model on April 25 that made it “noticeably more sycophantic,” which it then rolled back three days later due to safety concerns, OpenAI said in a May 2 postmortem blog post. The ChatGPT maker said its new models undergo safety and behavior checks, and its “internal experts spend significant time interacting with each new model before launch,” meant to catch issues missed by other tests. During the latest model’s review process before it went public, OpenAI said that “some expert testers had indicated that the model’s behavior ‘felt’ slightly off” but decided to launch “du…
    Hackers use New York Post’s X account to send scam DMs, users report
    Malicious actors appear to have infiltrated the New York Post’s X account in an attempt to scam crypto users on the microblogging platform.  Some X users from the crypto community have recently reported having received a private message from the New York Post’s X account inviting them to feature in a podcast and to contact them via Telegram.  The spurious messages were first discovered on May 3 by Kerberus founder and CEO Alex Katz, who shared a screenshot of a message made out to be from author and journalist Paul Sperry via the official nypost account.  “What’s interesting about this case is that the scammer gained unauthorized access but didn’t post a Pump.fun address or wallet drainer. Instead, they’re messaging users and then directing them to Telegram,” observed cybersecurity enginee…
    Solana devs fix bug that allowed unlimited minting of certain tokens
    The Solana Foundation has confirmed that a zero-day vulnerability that allowed an attacker to potentially mint certain tokens and even withdraw those tokens from user accounts has been fixed.  A May 3 post-mortem from the Solana Foundation said that the security vulnerability, first discovered on April 16, could have allowed an attacker to forge an invalid proof affecting Solana’s privacy-enabling “Token-22 confidential tokens.” There is no known exploit of the vulnerability, and Solana validators have since adopted the patched version, the foundation said. Solana zero-day security bug affected Token-22 confidential tokens The Solana Foundation said the security vulnerability concerned two programs: Token-2022 and ZK ElGamal Proof. Token-2022 handles the main application logic for token mi…
    Mattel to wind down its Hot Wheels Virtual Garage NFTs
    Toymaking giant Mattel is putting the brakes on its Hot Wheels Virtual Garage non-fungible tokens, pending a decision on the collection’s future. There will be no future releases of any new NFT series or feature drops for the “foreseeable future,” Mattel said in an update on its website. The company said it will decide on the “long-term future” of Mattel digital collectibles. “Your unwavering support and enthusiasm for the Hot Wheels Virtual Garage has been legendary, and we’re incredibly grateful to have been on this journey with you,” the company said. “As we evaluate the changing world of virtual collectibles, we’ve determined the time has come to end our Series and Feature Drops in 2025 and onward.” There are no plans for any new NFT series or feature drops for Mattel's Hot Wheels Virt…
    Bitcoin price cools going into Fed rate hike week, HYPE, AAVE, RNDR, FET still look bullish
    Key points: Bitcoin’s positive sentiment should remain intact if BTC price stays above the 20-day EMA near $92,000. Several altcoins show bullish chart patterns in the 4-hour and 1-day timeframes. Bitcoin (BTC) has given back some of the gains over the weekend, and the price has pulled back to the breakout level of $95,000. Buyers will have to successfully hold the $95,000 level to keep the bullish momentum intact. Bitcoin network economist Timothy Peterson said in a post on X that Bitcoin could surge to a new all-time high and reach a target of $135,000 in the next 100 days if certain conditions are met. Peterson believes a drop in the CBOE Volatility Index below 18 could trigger a “risk-on environment” favoring Bitcoin. The other crucial points needed for the Bitcoin rally are a fall …
  • Open

    Trump’s Ties Make Crypto’s Democrat Allies Stomp Brakes on Bills
    The Senate's stablecoin bill's issues may delay work on the far more important market structure legislation.  ( 31 min )
    SHIB Plunges 7.4% in One Week, but Market Sentiment Remains Cautiously Optimistic
    Institutional investors accumulate despite volatility, with 109 new SHIB millionaire wallets emerging in April.  ( 23 min )
    Leading House Dem Will Block Crypto Market Structure Bill Hearing
    Rep. Maxine Waters said she is concerned about U.S. President Donald Trump's increasing crypto ties.  ( 24 min )
    Bitcoin Likely Still 'Rat Poison' at Berkshire Hathaway Even Without Warren Buffett
    The Oracle's crypto skepticism runs deep and successor Greg Abel is unlikely to chart a new course.  ( 24 min )
    Samourai Wallet’s Lawyers Say Prosecution Suppressed Critical Evidence, Call for Dismissal
    Before SDNY prosecutors filed charges in the case, FinCEN told them that Samourai Wallet didn’t meet the definition of a money transmitting business.  ( 25 min )
    Reflections on Those MSTR Bitcoin ‘Earnings’
    The 'Strategy Model' is good for BTC. But what about the rest of crypto? CoinDesk Indices’ Andy Baehr has questions.  ( 26 min )
    U.S. Crypto Market Structure Bill Unveiled by House Lawmakers
    As a successor to the so-called FIT21 bill in the last session, the committee chairs in the House have released a discussion draft of a market structure bill.  ( 25 min )
    Bitcoin to See Additional $330B of Corporate Treasury Inflows by 2029: Bernstein
    Strategy alone is expected to buy another $124 billion of bitcoin over the next five years, in the broker's bull case.  ( 22 min )
    U.S. Treasury Sanctions Burmese Militia Group Said to Run 'Pig Butchering' Compounds
    The Karen National Army and its leaders were sanctioned on accusations they perpetuated crimes against U.S. citizens that featured crypto thefts.  ( 24 min )
    Bitcoin Treasury Firms' 'Dry Powder' Could Push Prices Up Significantly: NYDIG
    Issuance capacity among bitcoin-holding companies could translate to tens of billions in market buying power.  ( 23 min )
    Ethereum Preps for Biggest Code Change Since the Merge With Pectra Upgrade
    The upgrade is focused on making the Ethereum blockchain more user-friendly and efficient.  ( 23 min )
    Chainlink to Start New Community Rewards Program for LINK Stakers
    Chainlink to Start New Community Rewards Program for LINK Stakers  ( 23 min )
    Bitcoin’s Support at $88.8K in Focus After Trendline Break; XRP Eyes Death Cross: Technical Analysis
    XRP is nearing a 'death cross,' a bearish indicator, as its price falls below the 50-day moving average.  ( 23 min )
    CoinDesk 20 Performance Update: NEAR Drops 7.4% as Index Declines Over Weekend
    Avalanche (AVAX) joined Near Protocol (NEAR) as an underperformer, also falling 7.4%.  ( 20 min )
    Bitcoin Could Slide to $90K as BTC Traders Eye Fed Meeting
    The Fed is widely expected to leave rates steady on Wednesday, but traders will monitor comments for economic projections and clarity on future rate cuts.  ( 25 min )
    Semler Scientific Adds 167 Bitcoin, Bringing Holdings to 3,634 BTC
    The company made its latest purchases for $16.2 million, or an average price of $97,093 per bitcoin.  ( 21 min )
    Free Bitcoin Faucet From 2010 Is All Set for a Comeback
    The original faucet distributed 5 BTC per user for free, which is now worth nearly $500,000 per transfer.  ( 23 min )
    Michael Saylor's Strategy Adds 1,895 Bitcoin, Bringing Company Stack to 555,450 BTC
    A combination of sales of common stock and STRK preferred stock funded the latest purchase.  ( 21 min )
    Vitalik Buterin Wants to Make Ethereum as Simple as Bitcoin
    Buterin put out thoughts for a long-term roadmap that drastically reduces the complexity of Ethereum’s technology.  ( 24 min )
    Crypto Daybook Americas: Bitcoin Dips, but ETF Inflows, Fed Week Keep Bulls Interested
    Your day-ahead look for May 5, 2025  ( 36 min )
    Tether Enters AI Arena With Tether.AI
    Tether CEO Paolo Ardoino Tether AI tech will enable an unstoppable peer-to-peer network of billions of AI agents  ( 21 min )
    Ether-Bitcoin 'Squeeze' Hints at Imminent Volatility as Ethereum Pectra Upgrade Nears
    Ethereum's Pectra upgrade, set for May 7, aims to improve scalability and may impact market activity.  ( 23 min )
    Donald Trump Denies Claims of Profiting From TRUMP Token
    The TRUMP token is up 20% over the last month, according to market data  ( 22 min )
    Solana Quietly Fixes Bug That Could Have Let Attackers Mint and Steal Certain Tokens
    A sophisticated attacker could forge invalid proofs that the on-chain verifier would still accept. This would have allowed unauthorized actions such as minting unlimited tokens or withdrawing tokens from other accounts.  ( 24 min )
    Kyrgyzstan's Gold-Backed Dollar Pegged Stablecoin USDKG to Debut in Q3
    The stablecoin will be backed by $500 million in gold from the Kyrgyz Ministry of Finance, with plans to expand reserves to $2 billion.  ( 23 min )
    Maldives Could Soon Become a Crypto Hub Thanks to Dubai Family Office's $9B Commitment
    The investment aims to help the Maldives diversify its economy beyond tourism and fisheries and address its debt obligations.  ( 23 min )
    Bitcoin Hovers Above $94K as Market Awaits News on U.S.- China Trade Deal
    The market is cautiously optimistic that a deal can be reached and traders are taking a breather.  ( 26 min )
  • Open

    Nvidia launches fully open source transcription AI model Parakeet-TDT-0.6B-V2 on Hugging Face
    An attractive proposition for commercial enterprises and indie developers looking to build speech recognition and transcription services...  ( 7 min )
    Visa launches ‘Intelligent Commerce’ platform, letting AI agents swipe your card—safely, it says
    Visa launches Intelligent Commerce platform enabling AI assistants to make secure purchases with your credit card, transforming online shopping with personalized automation and consumer-controlled spending limits.  ( 10 min )
  • Open

    Improve you C++ skills by coding an audio plugin
    Do you want to build a practical project to help improve your C++ skills? Have you ever wanted to create your own unique audio effects? Then diving into C++ audio plugin development with the JUCE framework might be your next great step We just publis...  ( 4 min )
    How to Build a Dynamic Wardrobe App with React Drag and Drop
    Have you ever found yourself stuck deciding what color outfit to wear? Maybe you’re mixing and matching different tops and bottoms, unsure if the colors go together. It’s a common dilemma – so common that many of us turn to friends or family for a se...  ( 10 min )
  • Open

    TQ Wuling To Debut In Malaysia With Affordable EV, The Wuling Bingo
    Chinese automaker SAIC-GM-Wuling Automobile (SGMW) is set to launch in Malaysia in the very near future. The company will instead debut as “TQ Wuling” locally and will also introduce a budget, locally-assembled (CKD) EV model to the market within the fourth quarter of 2025. The vehicle in question is the Wuling Bingo, which is assembled […] The post TQ Wuling To Debut In Malaysia With Affordable EV, The Wuling Bingo appeared first on Lowyat.NET.  ( 17 min )
    Mattel Launches New “Brick Shop” Brand With Seven Iconic Car Models
    Mattel, has recently announced its first-ever brick models under its new Mattel Brick Shop brand. The line-up of these new brick models consists of seven iconic cars that they get to build from scratch via various parts – much like LEGO. It’s worth mentioning that while the brand says that this is done in collaboration […] The post Mattel Launches New “Brick Shop” Brand With Seven Iconic Car Models appeared first on Lowyat.NET.  ( 18 min )
    iQOO Buds 1i Launches In Indonesia With 50-Hour Battery Life
    vivo’s iQOO sub-brand has launched the Buds 1i, a pair of TWS earbuds. The device is seemingly available in both China and international markets, although it comes in two different variants. While one of its main selling points is its 50-hour battery life, that particular variation is only sold in Indonesia. The Chinese market gets […] The post iQOO Buds 1i Launches In Indonesia With 50-Hour Battery Life appeared first on Lowyat.NET.  ( 16 min )
    PayNet Launches Malaysia’s First Fintech-Focused Accelerator And Community Hub
    Payments Network Malaysia Sdn Bhd (PayNet) has launched the country’s first dedicated fintech accelerator and community platform, the PayNet Fintech Hub, aimed at fast-tracking the development of Malaysia’s fintech sector. The initiative is designed to provide selected fintech startups with capital access, mentorship, industry partnerships, and international exposure. According to the company, the Fintech Hub […] The post PayNet Launches Malaysia’s First Fintech-Focused Accelerator And Community Hub appeared first on Lowyat.NET.  ( 16 min )
    Jobstreet Malaysia: “Resume Approved” Calls Are Scams
    In the past few days, you may have gotten strange scam calls noting that “your resume has been approved” on Jobstreet, telling you to contact the caller via WhatsApp. These calls come from various numbers, including apparent landline numbers as well, and these calls would be extra weird if you don’t have an account on […] The post Jobstreet Malaysia: “Resume Approved” Calls Are Scams appeared first on Lowyat.NET.  ( 16 min )
    OnePlus Nord CE 5 Specs May Include MediaTek Dimensity 8350
    There is a chance that OnePlus might unveil its Nord CE 5 soon. The successor to last year’s Nord CE 4, details of the apparent device were shared by @Gadgetsdata through a post on X. Among the various specs, the leakster claims that the phone will come with a MediaTek Dimensity 8350 chipset, and house […] The post OnePlus Nord CE 5 Specs May Include MediaTek Dimensity 8350 appeared first on Lowyat.NET.  ( 16 min )
    vivo Y19s Pro Quietly Listed; Malaysian Launch Imminent
    vivo has quietly introduced a new entry-level smartphone called the Y19s Pro on its Colombian website. The Pro counterpart to the Y19s, it seems to be nearly identical to the vanilla model except for a smaller battery and an upgraded charging speed. Just like the standard version, the Y19s Pro sports a 6.68-inch 720p LCD […] The post vivo Y19s Pro Quietly Listed; Malaysian Launch Imminent appeared first on Lowyat.NET.  ( 15 min )
    LG Smartphones To Lose Update Support In June
    Nearly four years after leaving the smartphone business, LG has announced that it is shutting down update servers for its existing smartphones. Users who are still in possession of an LG smartphone are advised to update their devices before 30 June 2025, after which, support services will be terminated. Affected services include LG Electronics Mobile […] The post LG Smartphones To Lose Update Support In June appeared first on Lowyat.NET.  ( 15 min )
    Trump Says He Will Extend TikTok Deadline If Deal Still Not Reached
    US President Donald Trump has stated that he would extend the 19 June deadline for TikTok, should the social media platform’s parent company, ByteDance, still fail to find a buyer for its US business. During an interview with NBC, he said that he would like to “see it done.” TikTok’s fate in the US has […] The post Trump Says He Will Extend TikTok Deadline If Deal Still Not Reached appeared first on Lowyat.NET.  ( 15 min )
    Comms Ministry Open To Discuss AI Use Guidelines In Journalism
    The Communications Ministry has expressed “readiness” to meet with representatives from media groups to discuss guidelines on AI use in journalism. Specifically mentioned are the National Union of Journalists Malaysia (NUJM) and the Malaysian Press Institute (MPI), according to Bernama. Comms Minister Fahmi Fadzil was quoted as saying that “I am ready to meet and […] The post Comms Ministry Open To Discuss AI Use Guidelines In Journalism appeared first on Lowyat.NET.  ( 16 min )
    iPhone 18 Pro Series To Reportedly Feature Under-Display Face ID
    Apple is reportedly planning on introducing a significant new element to the iPhone 18 Pro and Pro Max with an under-display Face ID. This is according to a report by The Information, which claims that the tech giant could introduce the technology in the iPhone for the first time along with a new layout. The […] The post iPhone 18 Pro Series To Reportedly Feature Under-Display Face ID appeared first on Lowyat.NET.  ( 16 min )
    Smart Teases The #5 EV For Malaysia
    Electric car automaker, Smart, has recently been gaining popularity among Malaysians with its models like the Smart #3. Yesterday, the company released a social media post about something new that is brewing for the Malaysian market. From the post, it is safe to say that it is a teaser for the Smart #5. There’s also […] The post Smart Teases The #5 EV For Malaysia appeared first on Lowyat.NET.  ( 17 min )
    OPPO Reno14 Might Come With MediaTek Dimensity 8400 Chipset
    OPPO released its Reno13 phone series in Malaysia earlier this year, following its launch in China last year. Since then, the brand has apparently been working on its successor, the Reno14. Rumours of its alleged camera setup and side profile leaked recently, and now a new report has emerged regarding its suspected chipset. According to […] The post OPPO Reno14 Might Come With MediaTek Dimensity 8400 Chipset appeared first on Lowyat.NET.  ( 16 min )
    Maybank Schedules System Maintenance For 10 And 17 May 2025
    Maybank has announced that it will be performing a planned system maintenance on this upcoming Saturday, 10 May 2025, as well as the following Saturday, 17 May 2025. During the scheduled maintenance, which the bank conducts periodically to ensure a smooth banking experience, users will be unable to access several online services. For both dates, […] The post Maybank Schedules System Maintenance For 10 And 17 May 2025 appeared first on Lowyat.NET.  ( 15 min )
    Nintendo Sues Accessory Brand Genki For Switch 2 Mockups
    Back in January, accessory brand Genki showed off what was claimed at the time to be a replica of the Nintendo Switch 2, which wasn’t revealed yet at the time. This got the company the legal ire of the old Japanese games company, which was considering legal action despite the accessory maker saying it hadn’t […] The post Nintendo Sues Accessory Brand Genki For Switch 2 Mockups appeared first on Lowyat.NET.  ( 16 min )
    HONOR 400 Series To Make Global Debut In Malaysia
    HONOR has officially confirmed that its upcoming HONOR 400 series will be making its global debut soon, with Malaysia being selected as the first market. As previously teased, the lineup will be AI-driven and is being marketed as an “iPhone killer“. The series will be made up of three models with the first model being […] The post HONOR 400 Series To Make Global Debut In Malaysia appeared first on Lowyat.NET.  ( 15 min )
    Perodua EMO-II Spotted Undergoing Testing Ahead of Anticipated Launch
    While the national carmaker, Proton, has entered the electric vehicle market, Perodua is yet to launch its EV vehicle. It is a known fact that many Malaysians are eager for the launch of eMO (Perodua’s first electric vehicle). Well, it seems like the wait is not much longer as a recent Facebook posting in the […] The post Perodua EMO-II Spotted Undergoing Testing Ahead of Anticipated Launch appeared first on Lowyat.NET.  ( 17 min )
    US DOJ To Determine Fate Of Google’s Ad Business This September
    A US court has set a date for its court battle against Google. The Department of Justice (DOJ) will hear the search engine’s case on 22 September and decide whether or not to end its advertising technology dominance. As a quick primer, the DOJ is seeking a court order to force Google to divest key […] The post US DOJ To Determine Fate Of Google’s Ad Business This September appeared first on Lowyat.NET.  ( 16 min )
    MOH Introduces AI-Powered Lung Screenings
    The Ministry of Health (MOH) has announced that it is implementing AI-powered lung screenings for targeted groups at seven health clinics across the nation. The launch of the lung health screenings is part of the key efforts in the ministry’s National Lung Health Initiative 2025-2030 to reinforce prevention, screening, and treatment for lung diseases. According […] The post MOH Introduces AI-Powered Lung Screenings appeared first on Lowyat.NET.  ( 16 min )
    MOSTI: No Plans For AI Law In Malaysia Yet
    The Science, Technology and Innovation Ministry (MOSTI), via its minister Chang Lih Kang, has confirmed that there are currently no plans to introduce specific legislation to regulate the misuse of artificial intelligence (AI). Instead, the government will continue to rely on the National Guidelines on Artificial Intelligence Governance and Ethics (AIGE) as the primary reference […] The post MOSTI: No Plans For AI Law In Malaysia Yet appeared first on Lowyat.NET.  ( 15 min )
    Kuwait Bans Cryptocurrency Mining As Part Of Power Crisis Crackdown
    The Middle Eastern country of Kuwait has declared cryptocurrency mining as an “illegal and unlicensed” activity. The decision is part of a broader crackdown, as it tackles a growing energy crisis. Kuwait’s action are in stark contrast to its neighbour, which has embraced both cryptocurrencies and the accompanying act of mining. The ban is also […] The post Kuwait Bans Cryptocurrency Mining As Part Of Power Crisis Crackdown appeared first on Lowyat.NET.  ( 15 min )
    Apple Reportedly Plans To Split iPhone Launches Into Two-Yearly Phases Starting 2026
    Apple may be preparing a significant change to its iPhone release strategy starting in 2026, according to The Information. Instead of unveiling all new models simultaneously in the fourth quarter, the company is said to be moving towards a split release cycle that will see the Pro and base models arriving separately during spring and […] The post Apple Reportedly Plans To Split iPhone Launches Into Two-Yearly Phases Starting 2026 appeared first on Lowyat.NET.  ( 16 min )
  • Open

    Bryan Johnson wants to start a new religion in which “the body is God”
    Bryan Johnson is on a mission to not die. The 47-year-old multimillionaire has already applied his slogan “Don’t Die” to events, merchandise, and a Netflix documentary. Now he’s founding a Don’t Die religion. Johnson, who famously spends millions of dollars on scans, tests, supplements, and a lifestyle routine designed to slow or reverse the aging…  ( 23 min )
  • Open

    Malaysia's Krenovator secures seed funding to enhance AI-powered tech talent platform
    Krenovator Technology Sdn. Bhd., a Malaysia-based artificial intelligence (AI)-powered tech talent platform, announced Monday that it has secured seed funding from Ignite Asia, a venture capital and private equity principals firm in Singapore and Malaysia.  ( 6 min )

  • Open

    Rethinking Tech Interviews: Real Skills, Real Projects, No Bullshit
    Introduction Let’s be honest — most software engineering interviews suck. They’re filled with algorithmic trivia, abstract whiteboarding, and awkward “culture fit” questions that have nothing to do with the actual job. The result? Interviews that waste time for everyone and still fail to identify great engineers. This blog is for both interviewers and interviewees — whether you’re designing a hiring process or preparing for one. The goal is to make interviews practical, time-efficient, and focused on what truly matters: real-world engineering skills. What follows is a no-nonsense framework based on real projects, meaningful collaboration, and practical coding. It respects your time, cuts the fluff, and gives you real signal — fast. What to do: Ask the candidate to walk through a persona…  ( 5 min )
    📝 3 Ways to Keep Your GitHub Active Without Burning Out
    _Spoiler: Only one of them involves actual effort Between burnout, client work, and staring blankly at VS Code for hours — keeping your GitHub streak alive can feel like a second unpaid job. I used to obsess over my GitHub activity like it was a Tamagotchi that needed daily care. Miss a day? Anxiety. Miss two? Shame spiral. But after years of freelance chaos and working in private repos no one can see, I realized something: I was doing real work... and still looking inactive. That green grid didn’t reflect my grind. So here are 3 ways I’ve learned to keep my GitHub looking alive — without coding every single day like a productivity martyr. One of the most common mistakes devs make is trying to force daily pushes just to fill the grid. Instead: Work in blocks. Real coding happens in spri…  ( 4 min )
    Vanicom — A tiny helper tool with a set of simple, frequently used functions for your JS project
    At one of my previous jobs, me and my ex-colleague created a small helper package with the most frequently used functions that were used in almost every project. I continue to develop it, as many of the functions are still relevant. Introducing Vanicom.js: A Minimalist JavaScript Helper Library Noname from the internet ・ Mar 6 #webdev #javascript #beginners  ( 3 min )
    Rebuilt in 3 Days: DMs Are Back — and Better Than Ever
    Originally posted on May 2, 2025 After a major setback wiped our codebase, we rebuilt Tavrn's 1-to-1 DM system from scratch — in just 3 days. This post breaks down how we did it, what’s new, and why it’s already better than before. After losing our original codebase, we had two choices: Start over slowly and mourn the loss... Or hit the ground running and build something better. We chose the second one. It only took 3 days — but our 1-to-1 messaging system is back. Fully rebuilt from the ground up. Clean. Fast. Future-proof. And, honestly? It’s better than what we had before. We redesigned how messages move, how conversations flow, and how it all scales. What used to feel basic now feels tight — like something you’ll actually want to use every day. Here’s a little peek at what’s already working in our new DM system: 🔒 Fast messaging with improved delivery speeds 🌙 Sleeker UI built with clarity and vibe in mind 🗂️ Better message rendering 💬 Typing indicators and presence detection, redone the right way ⚡️ A system that can grow without getting messy And we’re just getting started. Now that DMs are locked in, we’re moving on to polish other core features — including group chats, profiles, and real-time updates. Every step is built with community, performance, and personality in mind. No bloat. No noise. Just smooth, satisfying conversation. Setbacks happen. But we’re proud of how we responded: By building. By improving. By actually shipping something better. If you’ve been waiting on Tavrn — thank you. The foundation is back. And the future’s right behind it. — Tavrn  ( 3 min )
    Intelligent Retail
    Shopping—a timeless ritual familiar to us all—is quietly undergoing a profound transformation. Gone are the days when shopping was nothing more than exchanging goods for currency. Today, beneath the familiar surface of the high street and online storefronts, an intricate interplay of data-driven intelligence and personalised precision shapes the retail landscape. At the epicentre of this quiet upheaval is Artificial Intelligence (AI). Not a futuristic novelty from distant sci-fi narratives, but a living, evolving presence within retail operations worldwide. By 2025, AI’s role in retail is forecasted to be valued at an astounding £54.92 billion. A recent Gartner report underscores its importance starkly: 91% of retail IT leaders now regard AI as a core strategic priority. AI, it seems, has …  ( 6 min )
    Agendas lead to more productive meetings
    I have been in team meetings where, they were basically, "free-form discussions." We'd start with good intentions, but two hours later, no real decisions have been made. It was frustrating, and the team's energy was draining with each meeting. The problem? We needed structure, not just good intentions. So, we started implementing detailed agendas for every meeting. At first, it felt a bit rigid, but then with time, our two-hour meetings actually ended in 45 minutes or less. People came prepared. Decisions were made faster. But here's the thing - it's not just about having an agenda. It's about crafting one that guides the conversation without stifling creativity. We found a balance between structure and flexibility with Rally. This experience played a huge role in why you can build agendas from your Jira board with Rally. How do you structure your team meetings? Have you found any agenda hacks that work particularly well? (👀🟣) I'd love to hear your thoughts.  ( 3 min )
    How I Built a Simple AI Side Project for Extra Income (With Code You Can Copy)
    Hey folks! If you’re like me, you probably keep hearing about how AI is changing everything and how there are all these ways to make some money on the side using it. But most articles are either too high-level or super vague. So I thought I’d share a real, working example you can try out right now, with code you can copy, tweak, and make your own. Let’s build a small tool that uses AI to help people write blog posts faster. You can use it for yourself, or offer it as a service to others (think freelance gigs, or even a small SaaS). A command-line Python app that: Takes a blog topic from the user Uses OpenAI to generate an outline and a draft Saves the draft to a file You can run this on your laptop, or turn it into a web app later. The main thing is: it works, and it’s a great starting po…  ( 5 min )
    Coding Challenge Practice - Question 1
    Today's Question: Solution Create an input field Add a button The button should have a function that: adds the content of the input to a list below Resets the input field after adding an item Checks if the item being added has been added previously. It is important to note that this question was obtained from an online test platform which provided a boilerplate code. So I had this to start with: import { useState } from "react"; import "h8k-components"; import "./App.css"; function App() { const [items, setItems] = useState([]); const [input, setInput] = useState(""); const handleAddItem = () => { // TODO: Add logic to add input to items list }; return ( Item …  ( 4 min )
    Does Your Coding Machine's OS Really Matter? My Windows-to-Linux Journey
    As someone who jumped from Windows to Linux, I've found that your choice of operating system can definitely impact your coding life - but it's not make-or-break. Linux gives me a better command line, simpler software installation, and runs lighter on my hardware. I especially love how it matches most production servers, making deployment way less headache-inducing. That said, Windows isn't the villain some developers make it out to be. It plays nicer with commercial software, gaming tools, and corporate systems. Windows users now have a solid option with WSL (Windows Subsystem for Linux), letting you run Linux tools right inside Windows - giving you the best of both worlds without the commitment of switching entirely. Ultimately, great developers build amazing stuff on all systems. Your OS is just one piece of your toolkit, not the defining factor of your skills. My switch to Linux boosted my workflow for web and backend projects, but I know plenty of rockstar devs crushing it on Windows and Mac. What's your setup? Has switching operating systems ever changed your coding game? Share your story! DevLife #TechChoices #CodingSetup  ( 3 min )
    Building AI Pipelines Like Lego Blocks: LCEL with RAG
    Building AI Pipelines Like Lego Blocks: LCEL with RAG The Coffee Machine Analogy Imagine assembling a high-tech coffee machine: Water Tank → Your data (documents, APIs, databases). Filter → The retriever (fetches relevant chunks). Boiler → The LLM (generates answers). Cup → Your polished response. LangChain Expression Language (LCEL) is the instruction manual that snaps these pieces together seamlessly. No duct tape or spaghetti code—just clean, modular pipelines. LCEL lets you build production-ready RAG systems with: Retriever → Searches your vector DB (like a librarian). Prompt Template → Formats the question + context for the LLM. LLM → Generates the answer (e.g., GPT-4, Claude). Output Parser → Cleans up responses (e.g., extracts text, JSON). Turn your vector DB into a sea…  ( 4 min )
    Why Does Using '==' Cause an Error in Kotlin with ExitStatus?
    In Kotlin, it’s common to encounter various types of comparison errors, especially when dealing with Java classes due to interoperability issues. The issue you're experiencing occurs when trying to compare an instance of the ExitStatus class from Spring Batch using the ==</code operator. Understanding the Comparison in Kotlin Kotlin has a distinct approach to equality compared to Java. In Kotlin, the == operator is actually syntactic sugar for the equals() method. Thus, when you write if (jobExecution.exitStatus == ExitStatus.COMPLETED), Kotlin attempts to call equals() on the jobExecution.exitStatus. However, if Kotlin does not recognize ExitStatus as having a valid equals method that matches the expected types, you will receive the compilation error: No method 'equals(Any?): Boolean' av…  ( 4 min )
    SafePlate AI - Programmatically Post to Facebook
    I started working on SafePlate AI because I wanted to help a loved one who was struggling with food allergies, hoping to make their daily life a little easier. Managing food allergies and dietary restrictions can be frustrating and time-consuming, especially when you want to make sure every meal is safe and fits your nutrition goals. I realized there wasn’t a simple tool that could help me quickly identify safe foods and suggest meals tailored to my needs. So, as a good developer, I decided to build one myself. In this post, I want to share on of the feature that I added to the product: how to programmatically post to Facebook after a recipe is created. The project is built using Google Cloud Platform, Ionic (Angular), NestJS and Vertex AI. Here is the flow where all the magic happens: Le…  ( 5 min )
    Access Control Lists in Linux for Granular Permissions (Day 11 of 30)
    Table of Contents Introduction Why Traditional Permissions Fall Short What Are ACLs and When to Use Them Basic ACL Commands: getfacl and setfacl Real-World Examples Removing and Managing ACLs Best Practices Summary In Linux, we usually use chmod and chown to manage file permissions. That works well when you just need to give access to one user and one group. But what if you need to give access to multiple users or different groups on the same file? That's where ACLs (Access Control Lists) come in. They allow you to control file access in a much more detailed way. Standard permissions only allow: One owner (user) One group Let’s say you want to: Give read-only access to one user Allow full access to another user And block a group from accessing the file You can’t do this wi…  ( 4 min )
    Why Is AWS CLI Ignoring Includes When Running in Bash?
    Introduction If you've found yourself wondering why the AWS CLI ignores --include options when you run a complex command through a Bash script, you're not alone. Many users experience unexpected behavior when executing AWS S3 commands, especially when utilizing recursive downloads along with --exclude and --include flags. Understanding how these flags work together in the context of Bash scripts can be crucial for achieving the desired results without unnecessary downloads. Understanding the Issue The primary cause of the problem you're encountering is how the Bash script is interpreting the command instructions. When we involve special characters, spacing, and quotes in Bash, it’s easy for commands to be parsed incorrectly compared to when they’re executed directly in the terminal. The AW…  ( 4 min )
    Java Meets AI: A2A & MCP—No Python Required
    Introduction Thanks to Tools4AI and the A2A Java package, you can now easily add AI capabilities directly into your existing Java applications—no Python, no microservice sprawl, and no architectural overhauls. Why Native Java + AI Integration Matters ✅ No dependency on Python environments 🔐 Security & Compliance ⚙️ Seamless CI/CD 🚀 High-speed inference Fastest Way to Create AI Agents in Java @Agent public class SimpleAction { @Action(description = "what is the food preference of this person") public String whatFoodDoesThisPersonLike(String name) { if ("vishal".equalsIgnoreCase(name)) return "Paneer Butter Masala"; else if ("vinod".equalsIgnoreCase(name)) return "Aloo Kofta"; else return "Something yummy"; } } Break…  ( 5 min )
    Comprehensive Hardware Requirements Report for Qwen 3
    1. Overview Qwen 3, the latest iteration of Alibaba Cloud's Qwen series, is a state-of-the-art large language model (LLM) designed for advanced natural language processing (NLP) tasks, including text generation, code completion, and multi-modal reasoning. Its hardware requirements depend on the specific use case (training vs. inference), model size (e.g., parameter count), and deployment environment (cloud vs. on-premise). This report outlines the necessary hardware specifications for various scenarios. Parameter Count: Qwen 3 is expected to scale from 7 billion (7B) to 100+ billion (100B+) parameters, with potential variants like Qwen 3-7B, Qwen 3-72B, and Qwen 3-100B. Larger models require more memory and computational power. Quantization Support: Some variants may support 8-bit or…  ( 5 min )
    Mastering Git: Understanding `git init` and `git clone` for Effective Version Control
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    Enable Risk management with ML through Scalable Cloud-Native Data Management
    Financial crimes are a persistent threat to financial institutions. Financial institutions have to build intelligent Risk management systems leveraging AI/ML which can defect and present malicious activities. Ability of computing power with the evolution of cloud computing has enabled leveraging machine learning(ML) for Risk management functions like anti money laundering. Data is the foundation of any machine learning project. One of key consideration is availability of high quality data as data quality plays a vital role in identifying and mitigating financial crimes. Why data quality is important => What are possible data quality challenges :- Lack of data standardization across enterprise => Accuracy and completeness => Machine learning models may need data from past years which mi…  ( 4 min )
    How to Use SAM in Scala for Discriminator Criteria Types
    In Scala, using type members and type classes can lead to complex code, particularly when dealing with self-referential types. This article guides you through calling the getFor method from a SAM trait called DiscriminatorCriteria, utilizing Scala's powerful type system and quoted expressions. Understanding DiscriminatorCriteria Trait The DiscriminatorCriteria trait defines a method getFor that takes a type parameter <V <: A. Here's the trait's signature: trait DiscriminatorCriteria[A] { def getFor[V <: A]: Int } The Issue at Hand When working with mirrors and type reflections in Scala, particularly in macros or complex type derivation, it is common to encounter type mismatches. In your case, the issue arises when specifying headType as a type argument for the getFor method. This happ…  ( 4 min )
    The Most Subtle Bug approved in a PR
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    Timeline: My Career Shift from Mechanical Engineer to Cybersecurity
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    How to Disable Lightbox Behavior for Images in HTML?
    When developing web pages that feature interactive elements, such as image galleries or portfolios, developers often implement lightbox functionality to enhance user experience. However, if you want to disable the lightbox feature for a specific image or set of images, you need to follow certain steps to ensure that the intended behavior is achieved. This articles aims to explain why your images might still exhibit lightbox behavior even after removing the tag and how you can effectively disable it using best practices in HTML, CSS, and JavaScript. Understanding Lightbox Functionality A lightbox is a script that allows images and other media to be displayed in an overlay on the current page. It’s typically invoked by wrapping your images in anchor () tags, which are then linked to t…  ( 4 min )
    Are AI Agents Simply LLM Wrappers?
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    Build a No-Code Tech Newsletter Intelligence Agent with n8n and Vector Database
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    GitHub Actions + AWS: Effortless Zero-Downtime Deploys to S3, EC2 & Lambda
    Hey there, fellow developer! 👋 Let’s talk about a nightmare we’ve all had: You’re deploying code to AWS, fingers crossed, praying it doesn’t take down your entire app. The loading spinner mocks you. Your Slack DMs blow up: “Is the site down??” But what if you could deploy updates with zero downtime while sipping coffee? Enter GitHub Actions + AWS—the dynamic duo that’ll turn you into the calmest dev in the room. Why GitHub Actions + AWS? No More “It Works on My Machine”: Deploy from a clean, consistent environment every time. Zero Downtime: Blue/green deployments, Lambda aliases, and S3 magic keep your site alive. Free (Mostly): GitHub Actions gives you 2000 free minutes/month. Let’s automate your AWS deploys like a pro. 1. Deploy a Static Site to S3 (And Invalidate Clou…  ( 5 min )
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    Создать веб-приложение, которое решает конкретную задачу — это уже достижение. Но что происходит, когда ваше приложение становится популярным? Когда количество пользователей растет экспоненциально, объем данных увеличивается, а требования к функциональности усложняются? Именно здесь на первый план выходит масштабируемость — способность системы эффективно справляться с растущей нагрузкой. PERN-стек (PostgreSQL, Express.js, React, Node.js) предоставляет мощный набор инструментов для создания современных веб-приложений. Но сам по себе стек не гарантирует масштабируемости. Ключ кроется в архитектуре — в том, как вы структурируете ваш код, проектируете базу данных и организуете взаимодействие компонентов. Меня зовут Богдан Новотарский (bogdan-novotarskiy.com), я Fullstack разработчик, специализ…  ( 9 min )
    🚀 Build a Trading Bot in 30 Minutes (Yes, Really!)
    Ever dreamed of launching your own automated trading bot that reacts to live market moves in milliseconds—without getting stuck on unreliable data or messy setup? 👀 This is exactly what developers are doing today with real-time stock, forex, and crypto APIs. In this quick post, I’ll show you how to get your first trading bot prototype running in just 30 minutes. Perfect for anyone who wants to test ideas fast and see real data in action. ✅ Step 1: Get Your API Key Head over to Finage and sign up for an account. You’ll receive your API key in just a few minutes—no long forms, no fuss. ✅ Step 2: Connect to the WebSocket We’ll use Python and the websocket library to connect to real-time US stock data. Here’s a simple example: import websocket import json SOCKET_URL = "wss://abcd1234.finage.…  ( 4 min )
    Why Every Software Engineering Team Needs a QA Tester
    In the fast-paced world of software development, Quality Assurance (QA) Testers are the unsung heroes ensuring that what we build actually works — and works well. They test end to end to ensure the products meet its requirement and specification. They look for loopholes, and prevent bugs in production. Here’s why QA is essential: ✅ Bug Prevention, Not Just Detection: QA testers help catch issues early, saving time and resources before bugs make it to production. ✅ Improved User Experience: They think like end users, helping to ensure a smooth, intuitive experience. ✅ Boosts Developer Efficiency: Engineers can focus on building, knowing QA has their back on quality. ✅ Confidence to Ship: With QA sign-off, teams can deploy with peace of mind. ✅ Maintains Brand Reputation: High-quality, reliable software keeps users happy and loyal. A great QA Tester doesn’t just test — they collaborate, communicate, and elevate the whole team. Let’s stop thinking of QA as the last step, and instead, an integral part of the process from Day One. 💡  ( 3 min )
    Como Organizar Suas Conversas com Inteligências Artificiais para Aumentar a Produtividade.
    Com o crescimento das ferramentas de inteligência artificial (IA) como ChatGPT, Gemini e DeepSeek, muitos usuários buscam maneiras de otimizar suas interações para obter respostas mais precisas e relevantes. Uma estratégia eficaz é organizar as conversas por temas ou especialidades. Essa abordagem não apenas mantém o contexto claro, mas também reduz erros e mal-entendidos. 🎯 Por que Organizar as Conversas por Tema? Manutenção do Contexto: Ao separar as conversas por tópicos específicos, a IA pode entender melhor o assunto em questão, proporcionando respostas mais alinhadas às suas necessidades. Histórico Claro: Ter conversas distintas para cada tema facilita a revisão de informações anteriores, permitindo que você retome discussões passadas sem confusão. Redução de Erros: Misturar assuntos em uma única conversa pode levar a respostas imprecisas. Ao manter tópicos separados, você minimiza esse risco. 🛠️ Dicas para Organizar Suas Conversas Crie Títulos Específicos: Nomeie cada conversa com um título que reflita claramente o tema abordado, como “Dicas de UX/UI” ou “Aprendizado de Python”. Utilize Etiquetas ou Pastas: Se a plataforma permitir, categorize suas conversas em pastas ou com etiquetas para facilitar o acesso futuro. Inicie com um Contexto Claro: Ao começar uma nova conversa, forneça informações detalhadas sobre o que você espera da IA, incluindo objetivos e restrições. 📈 Benefícios a Longo Prazo Adotar essa abordagem estruturada não apenas melhora a qualidade das respostas, mas também transforma a IA em uma ferramenta mais eficaz para aprendizado e trabalho. Com conversas bem organizadas, você economiza tempo, evita retrabalho e maximiza o potencial das ferramentas de IA. Organizar suas interações com inteligências artificiais por temas ou especialidades é uma prática simples, mas poderosa. Ao implementar essa estratégia, você garante conversas mais produtivas, claras e eficientes, aproveitando ao máximo o que essas ferramentas têm a oferecer.  ( 4 min )
    🧠 MedAi Pro – AI-Powered Medical Report Analyzer Using Camel AI, LLaMA 4, Groq API, and Streamlit_
    📌 Introduction Understanding medical lab reports can be difficult for individuals without a medical background. Terms like "Hemoglobin: 9.8 g/dL" or "WBC Count: 14,500 /µL" can be confusing, leading to unnecessary anxiety or misinterpretation. MedAi Pro aims to bridge this gap by helping users understand medical reports in simple, easily understandable language. 💡 What is MedAi Pro? MedAi Pro is an AI-powered assistant designed to help users comprehend their medical lab reports. By uploading a PDF of the report, users can ask questions in plain English and get clear, concise answers in both text and audio formats. Camel AI has been integrated into MedAi Pro to intelligently handle queries and efficiently process complex medical data. Camel AI's core role is to manage role-based agent pro…  ( 5 min )
    Tell me about best object detection github repo written by pyton
    A post by afshin Jian  ( 2 min )
    MedRecord – Secure Medical Records with Fine-Grained Access Control
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined MedRecord is a modern, privacy-first medical records management system that empowers doctors and patients with secure access to health data while giving administrators full oversight. We tackled the problem of data access control in healthcare — ensuring that only authorised users can read, update, or manage sensitive medical records. With Permit.io, we implemented Attribute-Based Access Control (ABAC) and Role-Based Access Control (RBAC), allowing Admins to manage the entire system Doctors can view all records but update only their assigned patients Patients to view only their personal records By decoupling permissions logic from our codebase, we built a scalable and maintainable system that’s easy to au…  ( 5 min )
    🔐MedSecure: Healthcare Authorization Redefined with Permit.io
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined I built MedSecure, a comprehensive healthcare management system that demonstrates sophisticated authorization using Permit.io. The project showcases both role-based access control (RBAC) and attribute-based access control (ABAC) in a healthcare context. What's exciting is how I created this entire authorization framework using Permit.io CLI's AI capabilities - I simply provided the requirements prompt, and the basic building blocks were generated automatically! This dramatically simplified the implementation of complex permission models that healthcare systems require. MedSecure implements fine-grained access control for different healthcare roles: Admins with full system access Doctors who can manage pat…  ( 5 min )
    What Is the Difference Between PHP Echo and Print in 2025?
    As we venture into 2025, PHP continues to be a foundational technology for web development. A common point of confusion among new developers is the difference between the echo and print statements in PHP. Understanding these differences is essential for optimizing your PHP code for performance and readability. echo vs print: An Overview Both echo and print are language constructs in PHP that are used to output data to the screen. While they may seem interchangeable, there are subtle differences: Syntax and Efficiency: echo can accept multiple parameters, whereas print can only take one argument. echo is slightly faster as it doesn’t return any value, allowing for better performance in large-scale applications. Return Values: echo does not return any value. print, on the other hand, alw…  ( 4 min )
    How to Optimize Chat History and Product Recommendations in LangGraph
    Introduction In the realm of AI chatbots, ensuring that user interactions yield relevant product recommendations can significantly enhance user experience. If you've been experimenting with LangGraph and faced challenges in getting your chat history utilized along with product recommendations, you're not alone. Many developers struggle with correctly invoking and managing state within their chatbots. In this article, we will explore a Python code example that aims to create a flow for product recommendations based on user queries, and we will discuss the necessary steps to ensure that your chat_history and product_rec_prompt nodes work as intended. Understanding the Problem The primary concern you indicated is that your LangGraph agent is operational, yet the chat_history and product_rec_p…  ( 4 min )
    OrKa run locally
    🧠 What if debugging AI reasoning was as simple as watching it think? Today I’m shipping the biggest upgrade yet to OrKa, my open agentic orchestration framework: Modular. Explainable. Runnable anywhere. https://orkacore.com 🧪 Docs + install: pip install orka-reasoning I’m building toward OrKa 0.5.0 with memory agents, RAG nodes, and scoped embedding. Follow if you’re serious about traceable LLM reasoning. No black boxes.  ( 3 min )
    Class Guard: Securing Educational Data with Fine-Grained Authorization Using Permit.io
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined I built a web application called "Class Guard" that allows educational facilitators to manage tasks and projects assigned to teachers and students. The application supports multiple user roles, including admin, teacher, and student, each with distinct levels of access and permissions. The core problem this application solves is the need for fine-grained authorization to ensure that users can only access and modify the data they are authorized to handle. Vist the Class Guard on Github Having seen this challenge just on May 2nd, I was initially very distressed and considered abandoning it. However, I was inspired when I discovered that a fellow African had just won the WeCoded challenge. This motivated me …  ( 5 min )
    Orka: A Manifesto for transparent Intelligence
    ⚠️ The Problem: AI Workflows Are Broken Let’s be honest. Most AI projects right now are duct-taped chains of: Prompt injections Tool wrappers Hidden state Zero traceability And god help you if something breaks. You run your LLM call and hope it works. No visibility. No logic. No composability. It's brittle. It’s opaque. And it's slowing real progress. I didn’t want to “wrap” LLMs. I wanted to compose cognition. That means: ✅ Declarative logic (YAML, not code spaghetti) ✅ Modular agent types (search, classify, validate, build, etc.) ✅ Dynamic flow control (forks, joins, routers) ✅ Real-time introspection (Redis/Kafka logs) ✅ Reusable, testable reasoning blocks ✅ Full execution replay So I built OrKa: A composable orchestration framework for LLM-powered agents, built on YAML, Redis, an…  ( 4 min )
    What Are the Most Common PHP Functions in 2025?
    In the ever-evolving world of web development, PHP continues to be a cornerstone language thanks to its robustness and versatility. As of 2025, PHP has seen significant enhancements and additions that developers need to acquaint themselves with to leverage these functions effectively. In this article, we’ll dive into the most common PHP functions in 2025, ensuring your backend processes are efficient and cutting-edge. PHP offers a plethora of built-in functions that simplify various programming tasks. Here, we will cover some of the most frequently used PHP functions in 2025, which are key to modern web development. array_map() The array_map() function remains a classic favorite among developers for its ability to apply a callback to the elements of the given arrays. This function is hig…  ( 4 min )
    Supercharging Language Models: What I Learned Testing LLMs with Tools
    LLMs are great at creative writing and language tasks, but they often stumble on basic knowledge retrieval and math. Popular tests like counting r's in "strawberry" or doing simple arithmetic often trip them up. This is where tools come into the picture. Simply put, we're giving LLMs capabilities they don't naturally have, helping them deliver better answers. I ran some tests with local models on Ollama and noticed some interesting patterns: I tested various models with this straightforward financial question: "I have initially 100 USD in an account that gives 3.42% interest/year for the first 2 years then switches to a 3% interest/year. How much will I have after 5 years?" The correct answer is 100 * 1.0342^2 * 1.03^3 = 116.8747624. What surprised me was that top models like Gemini 2.5 Pr…  ( 5 min )
    Web Bluetooth API for Device Communication
    Web Bluetooth API for Device Communication: A Comprehensive Guide In the rapidly evolving landscape of web technologies, the Web Bluetooth API stands out as a powerful tool that facilitates communication between web applications and Bluetooth Low Energy (BLE) devices. This guide aims to provide an exhaustive exploration of the Web Bluetooth API, including its historical context, technical intricacies, advanced use cases, performance considerations, and practical insights for seasoned developers. The Web Bluetooth API emerged from the increasing need for web applications to interact with a multitude of IoT devices, including fitness trackers, wireless sensors, and smart home gadgets. Before the advent of this API, integrating Bluetooth functionality into web applications involved a cumber…  ( 6 min )
    Разработка дизайна информационного сайта на WordPress с нуля своими руками
    Создание информационного сайта на WordPress – это отличный способ поделиться знаниями, привлечь аудиторию и даже монетизировать контент. Однако успех проекта во многом зависит от продуманного дизайна, который должен быть удобным, современным и соответствующим тематике. В этой статье мы разберём пошаговый процесс разработки дизайна информационного сайта на WordPress своими руками: от выбора темы до настройки визуальных элементов. Прежде чем приступать к разработке, важно определить основные цели и задачи проекта: Тематика сайта (новости, блог, справочник, образовательный ресурс) Целевая аудитория (возраст, интересы, поведение пользователей) Структура контента (категории, рубрики, типы материалов) Для начала работы необходимо: Зарегистрировать доменное имя (желательно короткое и запоминающее…  ( 4 min )
    Building Your AI Side Hustle: A Developer's Guide to Extra Income in 2025
    In today's rapidly evolving tech landscape, AI offers unprecedented opportunities for developers to create additional income streams without abandoning their primary careers. As a senior developer immersed in AI technologies, I've witnessed firsthand how fellow developers are leveraging these tools to build lucrative side hustles. The AI market is experiencing explosive growth, with recent studies showing that 87% of executives report skills gaps in their workforce-particularly in AI expertise. This talent shortage has created a perfect environment for developers to monetize their AI skills, with many earning anywhere from $1,000 to $10,000 monthly through various side projects. Something like that. As of May 2025, several key trends dominate the AI side hustle space: The most accessible …  ( 9 min )
    How to Use Reference and Output Parameters in Java
    Introduction In programming, passing parameters to functions is crucial for manipulating data effectively. Java, unlike some languages such as C#, does not support reference parameters in the same way. Instead, Java uses pass-by-value semantics, which means that when you pass a variable to a method, a copy of that variable is sent. However, there are ways to achieve similar functionality using mutable objects or wrapper classes. In this article, we'll explore how to simulate reference-like behavior in Java using simple examples and provide a clear understanding of handling output parameters in functions. Understanding Reference Parameters in Java When you define a method parameter in Java, it typically receives a copy of the variable's value. If you want to modify the value of an object re…  ( 5 min )
    Desenvolvimento de Sistemas Seguros: A Importância da Segurança em Sistemas de Software
    Este post foi escrito em colaboração com Eunice De Borba Correia 1 INTRODUÇÃO Hoje em dia, com quase tudo conectado à internet, a segurança dos sistemas de software virou uma grande preocupação. Ataques e acessos indevidos podem acontecer a qualquer momento, e por isso é tão importante que os sistemas já sejam pensados para se proteger desde o começo. Quando se fala em segurança, fala-se da proteção dos dados e do bom funcionamento do sistema em geral, mesmo diante de possíveis ameaças. Isso é ainda mais importante em áreas como os sistemas do governo, ecommerce ou qualquer serviço que lida com informações sensíveis e confidenciais. Ou seja, desenvolver sistemas usando técnicas seguras é algo essencial para garantir confiança e evitar prejuízos em todos os aspectos. 2 FUNDAMENTAÇÃO TEÓRICA…  ( 5 min )
    What Are the Practical Applications Of Haskell Programming?
    Haskell is a robust, statically-typed, purely functional programming language with strong theoretical underpinnings. Known for its lazy evaluation and advanced type system, Haskell is often the language of choice for developers interested in functional programming paradigms. But what are the practical applications of Haskell in the modern software landscape? Let's delve into where Haskell truly shines. Haskell's origins in academia make it a popular choice for research in programming languages and functional programming. Its powerful type system, including features like type inference and algebraic data types, allows researchers to rapidly prototype complex algorithms while ensuring code correctness. The financial industry relies heavily on mathematical precision and performance. Haskell's…  ( 4 min )
    How to Build a Simple Python Video Stream Server with aiortc?
    Introduction Setting up a simple video stream server using Python and the aiortc library might seem challenging at first, especially when integrating both Python and HTML/JavaScript components. In this article, we will explore a code example that demonstrates creating a basic Python video streaming server and the corresponding JavaScript code to connect to it. This implementation leverages WebRTC for real-time communication, focusing on a local network setup to stream video from a server to a browser. Understanding the Problem When working with WebRTC, one common issue developers face is related to Session Description Protocol (SDP) errors, specifically ValueError: None is not in list. This typically occurs when the offer or answer SDPs being exchanged do not contain valid track informatio…  ( 5 min )
    The Quest Continues: Porting the Word Game With AsyncSSH
    Last week, we reimplemented our 20-questions variant, and it received quite a bit of attention. So far we built a web experience, as well as a command line interface for the game. However, unlike the web version, the command line interface is strictly local. There’s no way to share the game with a fellow friend unless we walk them through the setup. Coincidentally, a former coworker recently told me about hosting applications over secure shell protocol in Golang. That makes me wonder, how easily can we replicate it in Python? Leveling Up LLM Game Development with DSPy A cute illustration from Copilot on the topic. The secure shell protocol (SSH) is usually what we use to log into another machine for work. Yet, there are a lot of interesting applications hosted over SSH. I remember there w…  ( 11 min )
    Get the Weather: A Clean and Practical Python Script
    Get the Weather: A Clean and Practical Python Script If you're learning Python and want a simple yet useful project, writing a script to fetch real-time weather data is a great way to apply your skills. It’s not just about making an API call—it’s about thinking logically, handling data responsibly, and building something that can grow with your curiosity. Programming challenges your critical thinking, and even small projects like this one open the door to creative problem-solving. Let’s walk through how to build a weather-fetching script using Python and the OpenWeatherMap API. This script teaches you how to: Work with a real-world API Process and format JSON data Structure your code clearly Handle errors gracefully What starts as a simple utility can become a launchpad for more ad…  ( 4 min )
    Google A2A & Anthropic MCP: Harness Both to Build Powerful AI Applications
    Google’s A2A protocol and Anthropic’s MCP framework both offer powerful mechanisms for building intelligent AI agents — but what if I told you we can combine both in a single Java application? The a2ajava framework simplifies AI agent creation, enabling seamless A2A communication while exposing reusable AI tools via MCP. By integrating both technologies, you can unlock unparalleled AI interoperability, allowing your Java applications to interact dynamically within the broader AI ecosystem. Example Source code here Want to build the next-generation AI agents? Let’s harness the combined strength of A2A and MCP for true AI-driven automation! Test your knowledge on A2A and MCP The a2ajava framework offers a powerful yet intuitive way to transform your Java applications into active participants…  ( 6 min )
    What does (*jsontext.Value)(&b).Indent() do in Go?
    When working with Go, handling JSON data is a common task. In the code snippet you're referring to, we see the use of a specific method: (*jsontext.Value)(&b).Indent(). This can be a bit confusing for those who are new to Go or JSON manipulation. So let’s break it down. Understanding JSON Marshaling in Go In Go, the encoding/json package is typically used to encode and decode JSON. In your example, b, _ := json.Marshal(output) marshals the output variable into a JSON byte slice b. The underscore _ is used to ignore any errors that may occur during marshaling. This is often a pattern when we are confident that there won't be an error or we want to handle it later. What is *jsontext.Value? The section (*jsontext.Value)(&b).Indent() involves a couple of key components. First, jsontext.Value i…  ( 4 min )
    India Open Source Development: Harnessing Collaborative Innovation for Global Impact
    Abstract This post provides a comprehensive exploration of India’s dynamic open source development ecosystem. It delves into historical context, core concepts, community building, practical applications, challenges, and future innovations. We discuss how talented developers, vibrant communities, and supportive government initiatives converge to power open source growth in India. The article also integrates additional insights and external resources—from global developer hubs like GitHub to government-led initiatives such as the Digital India Initiative—to illustrate the role India plays in the broader technological landscape. Throughout, we incorporate structured data with tables and bullet lists to aid readability and ensure that both humans and search engines can easily digest the cont…  ( 9 min )
    Why is my C code not printing output in Go?
    If you're running a Go program that incorporates C code, you might find yourself puzzled when the expected output doesn't display. In your case, the C function intended to print 'Hello' is not functioning as expected. Below, we explore why this issue occurs and provide clear solutions to ensure your C code executes as intended within your Go program. Understanding the Problem When integrating C code within a Go program, several factors could prevent your printf statements from displaying output correctly. The issue may stem from how Go manages standard output for its C interop, especially regarding the runtime or the environment. Reasons Why Output Might Not Appear Buffering Behavior: In C, the standard output is usually line-buffered when associated with a terminal. This means output is o…  ( 4 min )
    How I Became the Gatekeeper of a Web Directory on RHEL 9
    📚 Table of Contents The Mission: Lock It Down Step 1: Summon the User Step 2: Build the Playground Step 3: Hand Over the Keys Step 4: Lock the Gates Step 5: Drop Some Code Magic Step 6: Check Your Work Like a Paranoid Pro What I learned (or, Level Ups Earned) Real Talk So there I was, sitting in front of my terminal, sipping lukewarm coffee, when it hit me: I must protect this server like it's the last bastion of humanity... or at least make sure Bob the Web Developer doesn’t break stuff he shouldn’t touch. In this epic (okay, modest) Linux quest, I spun up my beginner sysadmin skills to set up a secure web directory for a new user on Red Hat Enterprise Linux 9 — and made sure only they could mess with it. Let me walk you through it. Capes are optional, but sudo is not. 🗂️ Objective:…  ( 4 min )
    Comprehensive Guide to Monitoring in MCP
    The Ultimate Guide to Monitoring in Model Context Protocol In the rapidly evolving landscape of AI agent systems, the Model Context Protocol (MCP) has emerged as a powerful standard for enabling AI models to interact with tools and external resources. As organizations increasingly deploy MCP servers in production environments, robust monitoring becomes not just beneficial but essential. This guide explores how to implement comprehensive monitoring for your MCP deployments to ensure reliability, performance, and security. I've recently been building a solution for mcp monitoring and wanted to type up some of what I've learned. Monitoring MCP deployments presents unique challenges that differ from traditional application monitoring. Unlike simpler systems, MCP involves complex tool execu…  ( 9 min )
    How to Deploy a Full-Stack React & Node.js App on Google Cloud Run.
    Introduction If you’ve ever wanted to deploy a full-stack application without worrying about managing servers or scaling infrastructure, Google Cloud Run is a game-changer. In this post, we’ll walk through deploying a modern React frontend and Node.js backend using Cloud Run — Google Cloud’s fully managed container platform. Whether you're building a personal project or a production app, Cloud Run helps you go live quickly. Architecture Overview Here’s a simplified flow of how the app works: Users access the frontend hosted on Cloud Run. The frontend makes API requests to the backend, also hosted on Cloud Run. The backend processes the requests and sends back responses (JSON data). Cloud Run handles traffic, scaling, and security for both services. What We’re Building In this guide, we’ll …  ( 5 min )
    👨🏻‍💻 Let's Intro! 🍏 CodeLikeAndrew
    Hi, my dear reader! My name is Andrew Maksimchenko! 👨🏻‍💻 This is my first article on Dev.To platform, so let's first meet each other and share our expertise! I’m a Certified International IT Jury, Engineering Manager, Solution Architect, Lead Full-stack Developer, and Passionate IT Mentor with 10+ years of versatile professional experience. Embarked on my programming journey from early school days. Obtained Bachelor's and Master's Degrees in Computer Science and Software Engineering. I have profound expertise in JavaScript, Node.js, Databases, System Design, and AWS. I love Web Development and Engineering Management. But I've also worked extensively on creating hybrid Mobile & Smart TV **apps, **DevOps, Delivery & Resource Management, Software Architecture, and Interviewing. I also use…  ( 4 min )
    🚀 Getting Started with OpenTelemetry for Python Microservices on Kubernetes
    Here’s a clean, step-by-step guide to help you get up and running with OpenTelemetry in a real-world, containerized setup ideal for Python-based services running in Kubernetes. 🆚 Auto-Instrumentation vs Manual-Instrumentation in OpenTelemetry Feature Auto-Instrumentation Manual Instrumentation Definition Automatically instruments supported libraries and frameworks using OpenTelemetry wrappers. Requires you to explicitly define spans in code using the OpenTelemetry API. Setup Minimal changes — just install dependencies and run via opentelemetry-instrument CLI. Requires importing OTEL SDK and wrapping logic with spans manually. Use Cases Quick observability setup, ideal for supported web frameworks like Flask, Django, FastAPI, SQLAlchemy, etc. Fine-grained control — custom logic,…  ( 4 min )
    How to Value a Blockchain Project: A Comprehensive Guide
    Abstract: This post provides a holistic guide to valuing blockchain projects by combining traditional financial methodologies with blockchain-specific metrics. We break down blockchain basics, project components, tokenomics, and valuation models. Practical use cases, challenges, future trends, and risk management strategies are discussed. In addition, we explore community evaluation, governance, and technological benchmarks, supporting the analysis with tables, bullet lists, and authoritative links from trusted sources. In recent years, the blockchain ecosystem has evolved beyond merely powering cryptocurrencies, becoming a dynamic platform for decentralized applications and innovative finance solutions. As blockchain technology gains adoption across sectors—from finance to supply chain m…  ( 7 min )
    Remix
    Stop Letting One Bug Break Everything: Master Component Error Boundaries in Remix JS (Beginner to Pro Guide) Prince Tomar ・ May 4  ( 2 min )
    Stop Letting One Bug Break Everything: Master Component Error Boundaries in Remix JS (Beginner to Pro Guide)
    How to Implement Component Error Boundaries in Remix JS: A Beginner to Advanced Guide When building modern web applications with Remix, one of the biggest challenges developers face is gracefully handling errors without compromising the entire user experience. Imagine your dashboard is working fine—except one widget fails and suddenly your entire page goes blank. This guide will walk you through implementing component-level error boundaries in Remix using a practical and open-source approach. No packages to install—we’ll reference the actual GitHub repo and dive into real-world usage with step-by-step guidance. What is an Error Boundary? In React, an error boundary is a component that catches JavaScript errors in its child component tree and displays a fallback UI instead of crashin…  ( 5 min )
    How to Fix Incorrect 3D Projection in C with cglm?
    When working with 3D graphics, projecting a world position to screen space can sometimes lead to unexpected results, like the mirrored effect you're observing. This issue often arises from the way matrices—specifically the view-projection matrix—are combined when rendering a scene. In your code, you mention that the screen position moves in the opposite direction when you rotate the camera. Let's delve deeper into why this might be happening and how we can fix it effectively. Understanding the Problem In your code, you set up the view and projection matrices and then combine them to create a view-projection matrix. However, if the view matrix isn't correctly set up to reflect the camera's orientation, the resulting transformations can appear inverted or mirrored. To ensure proper functiona…  ( 5 min )
    Complete Overview of Generative & Predictive AI for Application Security
    Machine intelligence is transforming the field of application security by facilitating heightened bug discovery, test automation, and even semi-autonomous attack surface scanning. This article offers an in-depth discussion on how AI-based generative and predictive approaches operate in the application security domain, written for AppSec specialists and stakeholders in tandem. We’ll delve into the growth of AI-driven application defense, its present features, obstacles, the rise of autonomous AI agents, and future developments. Let’s begin our exploration through the history, current landscape, and future of artificially intelligent AppSec defenses. History and Development of AI in AppSec Early Automated Security Testing Progression of AI-Based AppSec A major concept that emerged was th…  ( 11 min )
    Complete Guide to React Native Firebase🔥: Google Authentication and Realtime Database CRUD Operations
    Introduction Hey there! I'm Aadarsh Verma, Sure, I could've chosen Java or Kotlin, but who has time for that when you're juggling college assignments, right? That's when I discovered React Native - same JavaScript foundation, but for mobile apps! Win-win! 🎯 Let me be real with you - I failed multiple times trying to build this Google Auth + CRUD app. The lack of proper tutorials, mentors, and clear guidance was frustrating. But you know what? I had two secret weapons: determination and the official React Native Firebase documentation! Let's jump right in and create our React Native app with Firebase integration. // I'm using Bare React Native // Open your terminal and run: npx react-native init fireApp // This command will download all necessary files and dependencies First, install …  ( 6 min )
    This Python Script Found 1,237 Leaked Passwords in 3 Minutes
    🎁 Grab These Exclusive Tech Learning Kits (Dev.to Readers Only) Before you dive into the article, here are two must-have learning kits you can claim today: 🎁 The Evolution of Hacking: From Phone Phreaking to AI Attacks 🎁 The Secret Operating Systems You Were Never Meant to Use Perfect for developers, cybersecurity enthusiasts, and tech historians who love uncovering what’s beneath the surface. “If you still think your password is safe, you’re already behind—our script just uncovered 1,237 leaked credentials in under three minutes.” That’s not clickbait. It’s the reality of today’s data‑leak ecosystem: pastebins, breach dumps, GitHub gists, and dark‑web indexes all overflow with exposed credentials. In this expanded guide, you’ll get: Deeper explanations of each step Additional code …  ( 7 min )
    Mastering Git Commit Messages with Conventional Commits
    ✳️ Why Should We Care About Commit Message Structure? In any software project, every small change made to the codebase is recorded in Git history. This history is not just a log of what happened — it's a crucial tool for tracking changes, collaborating with others, managing releases, and automating development workflows. It becomes hard to understand why a change was made Generating changelogs becomes manual and time-consuming CI/CD tools can’t effectively leverage the commit history And in team environments, others struggle to follow your changes This is where Conventional Commits come into play. It’s a simple but powerful convention that allows us to write commit messages in a structured, readable, and machine-parsable way — making life easier for both developers and tools. 🧠 What is Co…  ( 4 min )
    Debugging @Scheduled Tasks in Spring Boot Without Sending Harassing Emails
    Recently in enterprise development, I came across a requirement to adjust and optimize a scheduled email-sending task. While the logic itself was straightforward, the debugging experience was not. Here's what made it tricky: The development environment lacks a unified interface to manually trigger backend @Scheduled tasks from the frontend. Debugging by modifying the cron expression means: Restarting the entire project every time Risking a flood of unintended emails While test code can directly invoke methods, it's not always clean or convenient. Let’s look at the scheduled task: @Component public class EmailScheduled { @Scheduled(cron = "0 0 23 * * * ?") public void emailSend() { // Actual email sending logic } } afterPropertiesSet to Trigger the Task The idea is simple: leverage the InitializingBean interface. Spring will automatically call afterPropertiesSet() when initializing a bean. So we can invoke emailSend() there to simulate a scheduled run. @Component public class EmailScheduled implements InitializingBean { @Scheduled(cron = "0 0 23 * * * ?") public void emailSend() { // Actual email sending logic } @Override public void afterPropertiesSet() throws Exception { emailSend(); // Triggered once at startup } } No cron modification No project restart just to adjust time No actual scheduling triggered — just one-time manual invocation Perfect for short-term debugging during development This is not meant to be a long-term solution. Remember to remove or disable this hack before deploying to production. For a more robust setup, consider exposing your scheduled tasks through an admin/debug endpoint or using Spring Boot Actuator with proper security controls.  ( 3 min )
    🕵️ Build a Python “Spy Folder” That Detects Sneaky File Changes
    🎁 Exclusive Side Hustle Starter Kits (Grab These Now) Before you get into today’s article, here are two powerful resources to help you launch or level up your side hustle: 🎁 🚀 8 Side Hustle Blueprint Kits – $95 Value for $69! (Save 27% Today) 🎁 🚀 15 Side Hustle Kits for $69 (Was $150) – Save 54%! 👉 Perfect if you’re building a business on the side and need clear, actionable blueprints to shortcut the learning curve. And the Ultimate Vault - 🔥 113 Dev Products, 1 Download: Everything You Need to Learn, Build, and Launch Projects That Sell — Only available for 5 days. Ever suspect something’s messing with your files? Today, we're building a Spy Folder—a Python script that watches a folder and tells you if anything changes: new files, renamed files, deleted files, or anythin…  ( 6 min )
    Amazon DocumentDB != Microsoft DocumentDB extension for PostgreSQL
    My next post will be about Amazon DocumentDB and how it compares to MongoDB in terms of indexing a flexible schema with multiple keys. There's a lot of confusion today with the "DocumentDB" name because earlier this year Microsoft announced DocumentDB: Open-Source Announcement which has nothing to do with Amazon DocumentDB. Amazon DocumentDB is a managed NoSQL database service that supports document data structures and is compatible with MongoDB versions 3.6, 4.0, and 5.0. It allows users to store, query, and index JSON data. Its storage capabilities resemble those of Amazon Aurora, featuring compute and storage separation, a monolithic read-write node, up to 15 read-only replicas, and multi-AZ storage. There are guesses that the API is built on PostgreSQL and, which, if true, brings anoth…  ( 4 min )
    Understanding and Implementing Web Accessibility for Developers
    As I've discussed forms in past blogs, now seems like a great time to delve into web accessibility. Accessibility is a broad topic that covers many areas and details, but I'll aim to provide an overall understanding from a web developer's perspective. Accessibility means developing content to be as accessible as possible, no matter an individual's physical and cognitive abilities and how they access the web. MDN What is Accessibility? Law WCAG (Web Content Accessibility Guidelines) as the foundation for the accessibility standards. Canada: The Standard on Web Accessibility requires all federal government websites to comply with WCAG 2.0 Level AA. Japan: The JIS X 8341-3 standard is aligned with WCAG, specifically addressing web accessibility for older adults and people with disabilities. …  ( 5 min )
    A Comprehensive Guide to Thanking GitHub Sponsors: Best Practices and Future Innovations
    Abstract: This post offers a holistic exploration of effective strategies to thank GitHub Sponsors with an emphasis on building long-lasting relationships and fostering project growth. We delve into the background of GitHub Sponsors, outline its key features, detail real-world applications, discuss challenges and limitations, and even project future trends in open source funding. Packed with tables, bullet lists, and carefully curated resources – including links to authoritative documentation and related Dev.to posts – this guide equips developers with the know‐how to express genuine gratitude and maintain a vibrant community. In today’s fast‐paced open source ecosystem, successful projects often rely on the generosity of sponsors. GitHub Sponsors is an innovative platform that allows dev…  ( 8 min )
    The Magic of Linux Boot: vmlinuz and initrd Explained
    Ever wondered what happens when you turn on a Linux computer? It’s like magic! Let’s break it down in simple steps: The kernel (the brain of Linux) and a helper called initrd take over. vmlinuz: The Brain of Linux initrd:The Helpful Sidekick Together, vmlinuz and initrd make sure your Linux computer starts quickly and smoothly, even if you’re not a tech expert. Next time your screen lights up, you’ll know the magic behind it! Follow Me for More Tech Insights! LinkedIn:linkedin.com/in/chandukh Medium:medium.com/@khchandu291 Twitter:https://x.com/chandu_kh37823 #Linux #TechBasics #vmlinuz #initrd #ComputerMagic  ( 3 min )
    I have published new post about how to Check yourself in data breaches and what to do with this information https://yoursec.substack.com/p/check-yourself-in-data-breaches
    A post by Alex P  ( 2 min )
    [Boost]
    Real-time Facial Emotion Analysis with .NET 10 and gRPC Duc Nguyen Thanh ・ May 4 #webdev #ai #dotnet #programming  ( 2 min )
    How to Keep TextInput Value in Dart when Dismissing Keyboard
    When building applications with Dart and Flutter, you might come across the frustrating issue of losing data on a TextInput field when the keyboard is dismissed. This typically occurs because the state of the input field is not being managed correctly. By utilizing a TextEditingController, you can ensure that the value users type into the text field remains intact even after they click 'Ok' or use the back button to hide the keyboard. Understanding TextEditingController In Flutter, a TextEditingController is an object that can be used to control a text field. It helps in retrieving the current value of the text field, listening to changes, and manipulating it. If you don’t initialize a TextEditingController, the text field will not maintain its state after interactions. Why the Value Disap…  ( 4 min )
    Mastering Kotlin Coroutines in Android: A Practical Guide
    Modern Android development is all about writing clean, efficient, and asynchronous code — and Kotlin Coroutines have become the go-to tool for that. If you're tired of callback hell and want to write non-blocking, readable code, coroutines are your best friend. In this post, we'll cover: ✅ What are Coroutines? 🔁 Coroutine vs Thread 🧭 Coroutine Scope 🚀 launch vs async 🔄 withContext ⚠️ Exception handling 📱 Real-world Android examples A coroutine is a lightweight thread that can be suspended and resumed. It allows you to perform long-running tasks like network calls or database operations without blocking the main thread. Coroutine = Co + routine i.e. it's the cooperation among routines(functions). Think of it as a function that can pause mid-way and resume later, keeping your UI respo…  ( 5 min )
    May the Fourth CSS Art
    Today is May 4th, and to celebrate this Star Wars occasion, I coded a cartoon about CSS and Tailwind using CSS (aka CSS Art). I will add it to the comiCSS website, to make company to the other Star Wars cartoons for this day (137 and 138).  ( 3 min )
    Google Chrome feature makes JavaScript 10X faster, GSAP is now free, UNKNOWN JavaScript hack, and more
    Hello JavaScript Enthusiasts! Welcome to this week's edition of "This Week in JavaScript"! This week, we've witnessed a seismic legal victory that changed the app development landscape forever, groundbreaking performance boosters for JavaScript engines, and incredible tools going completely free. This Google Chrome Feature Makes JavaScript Run Faster Chrome's V8 team just dropped a game-changing feature that makes JavaScript blazingly fast! Key Features: Explicit Compile Hints let developers control which functions compile at startup Simple magic comment (//# allFunctionsCalledOnLoad) tells V8 what to prioritize Average load time improvements of 630 milliseconds across major websites Zero refactoring required - just add comments and watch performance soar This isn't just an incremental …  ( 5 min )
    Clean Code Is a Habit, Not a Talent
    A smart developer once said: "Clean code isn’t some magic skill — it’s just a habit you build over time." And guess what? You can totally build that habit. Clean code means writing code that's clear, organized, and easy to work with. It makes your life (and your teammates’ lives) way easier. But let’s be honest — how many times have we said, “I’ll clean this up later”? Here’s the truth: There’s never a perfect time to refactor Messy code turns into technical debt — and sooner or later, you’ll have to deal with it. It’s better to start clean than to fix bugs forever later. Writing clean code isn’t as hard as it sounds. Actually, it can feel really natural once you get the hang of it. Think of it like building something with care — not just typing stuff out. Here are a few simple tips to he…  ( 4 min )
    Bora simular uma compra completa com Azure Durable Functions e padrão Saga? 🎉
    Já pensou em orquestrar todo o processo de compra de um marketplace com segurança, mesmo se der algum problema no meio do caminho? Hoje vamos fazer exatamente isso usando Azure Durable Functions em Node.js e o padrão de Saga para garantir que, se algo falhar, a gente consiga desfazer as etapas anteriores sem stress. Vamos passo a passo montar uma simulação de compra completa – do pagamento ao envio – num estilo bem descontraído (vem comigo que eu te explico 😉). Antes de botar a mão no código, vale aquela explicação rápida: Saga é um padrão de arquitetura usado para gerenciar transações distribuídas ou processos de negócio de longa duração. Em vez de travar tudo em uma única transação gigante (o que é impraticável num monte de microsserviços), o Saga divide o processo em uma sequência de e…  ( 16 min )
    AutoSecure API Gateway: API-First Authorization Reimagined
    This is a submission for the Permit.io Authorization Challenge: API-First Authorization Reimagined @kevin_heidt_d73c1752454fb What I Built I built AutoSecure API Gateway, a robust API gateway solution for the automotive industry that implements API-first authorization principles. By leveraging Permit.io's NGINX integration, the project externalizes authorization logic from application code and enforces fine-grained access control at the gateway layer. This ensures consistent, centralized, and declarative policy enforcement across all APIs. The project demonstrates real-world use cases, such as managing vehicle telemetry, fleet operations, and driver analytics, while supporting multiple roles like vehicle owners, service technicians, and fleet managers. Try the live demo: Auto…  ( 4 min )
    Best Practices for Efficient Chemical Procurement
    Chemical procurement plays a critical role in industries like pharmaceuticals agriculture manufacturing and energy. However managing chemical purchasing efficiently requires more than just comparing prices. It demands a careful balance of safety compliance cost savings and strong supplier partnerships. When it comes to chemicals compliance is non-negotiable. Companies must stay updated on regulations like REACH OSHA EPA or local environmental laws. Start by creating an internal compliance checklist that covers everything from product labeling to storage and transportation rules. Work only with suppliers who provide clear documentation including safety data sheets and certifications. Do not treat suppliers as just vendors treat them as partners. Build long-term relationships where trust tra…  ( 4 min )
    From Java to Go: Why Composition is Preferred Over Inheritance
    What Drives New Languages Like Rust and Go to Embrace Composition and Abandon Inheritance? Java has a guideline: “Don’t use inheritance unless you have a good reason.” But Java doesn’t strictly limit inheritance — you can still use it freely. Go, however, is different: it only allows composition. So why do modern languages promote composition? Actually, it’s not just new languages — even the veteran Java mentions in Item 16 of Effective Java: “Favor composition over inheritance.” Inheritance is a powerful way to reuse code, but it may not be the best method. So it’s worth thinking this through carefully. Without diving into specific code, let's talk about the concepts. I believe we can explore this topic from the following perspectives: The characteristics of inheritance and composition Wh…  ( 8 min )
    🦜 Meet Parrot: The Slack App That Talks Like You Want To
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities In the middle of a long workday, how many times have you written a Slack message, paused, and thought: “Hmm… that sounds too harsh. Should I rewrite that?” Or: “Can this be clearer? Simpler? More polite?” Now you don’t have to second guess. Parrot is a Slack app that transforms your raw, rushed, or robotic messages into something more human — with improved politeness, clarity, or simplicity. You just type: /polite Can you do this now? And Parrot replies: "Would you be able to do this when you get a chance?" Or: /clarity Let’s sync up sometime soon. And Parrot says: "Let’s schedule a quick meeting this week to align." It’s like Grammarly — but instant, and inside Slack. How …  ( 5 min )
    🧙‍♂️ JavaScript Decorators Explained – Like Magic, but Real!
    Decorators are a powerful way to enhance classes and their members (methods or properties) without touching their original code directly. 🎯 decorate behaviour in a clean and reusable way. Like adding toppings to a pizza 🍕 ⚠️ Decorators are a Stage-3 proposal in JavaScript. You can use them with TypeScript or Babel. A decorator is a special function you can attach to: A class A class method A class property It looks like this: @myDecorator class MyClass {} Or for methods: class MyClass { @log doSomething() {} } Think of a decorator as a function that wraps the original function, property, or class to change its behavior. Here's what happens behind the scenes for method decorators: When the class is defined, decorators are executed. The decorator function receives three arguments: ta…  ( 5 min )
    Kafka Producer Stability Check: Ensuring Message Safety in Apache Kafka
    During a recent incident, our team observed message loss from a Kafka producer during an Amazon MSK rolling patch. What began as a routine upgrade quickly uncovered hidden weaknesses in our producer's configuration. As we dug into the issue, I developed a clearer picture of how Kafka producers interact with broker leaders and what it truly takes to build a production-grade, fault-tolerant producer pipeline. This post captures those insights—covering the critical configuration options that influence message delivery reliability and the mechanisms behind them. Let’s begin by examining how message loss can occur during a rolling patch—and then broaden the lens to explore other scenarios where Kafka messages might be at risk.  Amazon MSK performs "rolling patches" to apply updates while minimi…  ( 9 min )
    Learn More About Drip Tokens: The Future of DeFi and Open-Source Innovation
    Abstract: In this post, we explore the dynamic world of drip tokens and decentralized finance (DeFi). We discuss the background and context of these tokens, highlight their core features and real-life applications, and analyze challenges and innovative trends driving the future of blockchain-based digital assets. With practical insights, secure wallet recommendations, and links to authoritative sources such as CoinGecko, MetaMask, and Trust Wallet, this guide bridges technical detail and accessible explanations for developers, investors, and enthusiasts alike. The rapid evolution of blockchain technology continues to open up new avenues for investment and innovation. One of the emerging trends is the rise of drip tokens. Often associated with sustainable yield and community rewards mechan…  ( 9 min )
    Zedd : AI-Powered Knowledge Base with Fine-Grained AI Access Control Using Permit.io
    Zedd:A Secure AI Knowledge Base with Fine-Grained Access Control For the Permit.io Authorization Challenge, I built Zedd-KB—a secure, AI-powered internal knowledge base designed for organizations that demand robust, fine-grained authorization over both AI actions and sensitive data access. Zedd-KB demonstrates how externalized authorization with Permit.io can safeguard information and AI capabilities in real-world applications. Zedd-KB is an internal knowledge base platform that leverages Retrieval-Augmented Generation (RAG) and advanced LLMs to answer user queries using only authorized, relevant content. It integrates Permit.io for dynamic, policy-driven access control, ensuring that every AI action and data access is checked against up-to-date security policies. Live Demo: https://zedd…  ( 5 min )
    Data Readiness Assessment: Is Your Data Prepared for AI Success?
    Introduction Artificial Intelligence (AI) has emerged as a transformative force across industries, promising unprecedented efficiency, innovation, and competitive advantage. However, the success of AI initiatives is inextricably linked to the quality and readiness of the data that powers them. As the saying goes, "garbage in, garbage out" – this maxim is particularly relevant in AI implementation, where poor data quality leads directly to unreliable outputs, biased decisions, and failed projects. This comprehensive guide explores data readiness assessment for AI implementation, providing a structured framework to evaluate if your organization's data is prepared to support successful AI initiatives. We'll examine key components of data readiness, assessment methodologies, and best practic…  ( 10 min )
    Building a RAG System with Firebase Functions, OpenAI, and Pinecone
    Few months back, I built the GenQL tool to generate SQL queries from natural text with the ability to provide context of database schema of my database to the AI. Here, I'm sharing the concepts of a basic RAG implementation that made it happen. Retrieval-Augmented Generation (RAG) is a powerful approach that combines large language models (LLMs) with external knowledge sources. In this project, I implemented a RAG system using Python, Firebase Functions, OpenAI for embeddings, and Pinecone as the vector database. The system exposes three main APIs: indexing data, searching, and deleting namespaces. Let’s break down the concepts behind each API. Concept: Before you can search your data with natural language, you need to convert it into a format that a machine can understand and compare. Th…  ( 4 min )
    QuickCollab - Permissions- First Workspace Collaboration App
    *QuickCollab - Permissions- First Workspace Collaboration App -Thus is a submission for the Permit.io Authorization Challenge: Permission Redefined What I Build This project solves a very real-world need: teams need to collaborate, but not everyone should have the same powers. QuickCollab ensures users see and can act on only what they're authorized for — no more, no less. Demo https://permit-frontend-oafvwri0e-navankurusersessionmanagement.vercel.app/ Project Repo Using Permit.io for Authorization 🔐 Used @permitio/sdk in a centralized permit.js file 🧠 Implemented checkPermission() and assignRole() functions in a custom service layer 🛠️ Integrated with Express backend via role-based API routes (/assign-role and /check-permission) 🔁 Roles (admin, manager, etc.) and resources (workspace:123) are dynamically registered and queried using the Permit.io cloud PDP Permit.io helped me implement real RBAC and ABAC logic faster than building an in-house system — and with way more confidence. Shoutout Thanks to the Permit.io team for enabling builders like me with a tool that makes fine-grained access control actually practical. This was more than a submission — it was a step toward building better, safer, and more intentional apps. ** Team Members** Solo+AI Submission – built with passion and pain (and a little help from AI ❤️)  ( 3 min )
    Advanced CSS selectors exercise - answers
    Check out this Pen I made!  ( 2 min )
    🚀 Understanding Kubernetes Services: ClusterIP, NodePort, LoadBalancer + Manual Scheduling
    Hey everyone! 👋 In this blog, I’ll walk you through my experiments using ClusterIP, NodePort, and LoadBalancer, along with a quick intro to manual pod scheduling on specific nodes. Let’s go! 🚀 First, I created a simple ReplicaSet using the following YAML: # myapp.yml apiVersion: apps/v1 kind: ReplicaSet metadata: name: webapp spec: replicas: 5 selector: matchLabels: app: web template: metadata: labels: app: web spec: containers: - name: mycontainer image: nginx kubectl apply -f myapp.yml ClusterIP is the default service type and is only accessible within the cluster. # cip.yml apiVersion: v1 kind: Service metadata: name: mysvc spec: type: ClusterIP ports: - targetPort: 80 # container port port: 5000 # s…  ( 5 min )
    🛠️ Installing and Setting Up Jython: A Developer’s Guide
    In the ever-expanding world of polyglot programming, Jython provides a unique advantage by combining the expressiveness of Python 🐍 with the robustness of Java ☕. This guide outlines the step-by-step procedure to install, configure, and run Jython on your system, enabling seamless development within JVM environments. Before installing Jython, ensure the following requirements are met: - ✅ **Java Development Kit (JDK)** installed (version 8 or above) - ✅ Environment variable `JAVA_HOME` set correctly - ✅ Internet connection to download Jython installer > 🔍 You can verify Java installation using: java -version If Java is not installed, download it from the Oracle JDK page or use OpenJDK. 📥 Step 1: Download the Jython Installer Example file: jython-installer-2.7.3.jar 📁 Save it in an…  ( 4 min )
    Sonification V2
    Check out this Pen I made!  ( 2 min )
    ☁️ Keep Using AWS as Usual
    Hiya 👋! So, it's Sunday, homeboy, and I usually escape debates and negative thoughts. But today, I was scouring dev.to and stumbled across a post boldly titled "Stop Using AWS." It wasn't the first time I'd seen a call to drop Amazon Web Services for something "simpler", but this one hit a nerve, not because it was provocative, but because it misrepresents why AWS exists and what problems it solves. So, I decided to sit back, relax, and explain why you should absolutely keep using AWS, especially if you're serious about software, scalability, and sustainability. The post opens with a classic anecdote: a developer builds an MVP with all the AWS bells and whistles, Lambda, API Gateway, Cognito, S3, DynamoDB, and no one uses it. The conclusion? AWS was overkill. But let's be honest: blaming …  ( 7 min )
    Deconstructed.Cards
    Check out this Pen I made!  ( 2 min )
    A Proposal for a New State Management Method to Drastically Simplify Frontend Framework State Management
    A Proposal for a New State Management Method to Drastically Simplify Frontend Framework State Management !!! ATTENTION !!! Want to see it in action? Check out the prototype repository or try the demo. I will explain step by step. State management is class-based, and state is managed with properties. set trap, which issues update triggers. If there are multiple state updates, efficiency is improved by batching, such as accumulating updated properties and executing them together. class State { count = 0; increment() { this.count = this.count + 1; } } class StateHandler { set(target, prop, value, receiver) { try { return Reflect.set(target, prop, value, receiver); } finally { trigger(prop, value); // Update trigger } } } proxy = new Proxy(new State, n…  ( 8 min )
    Foundational Project Structure for .NET Projects
    A well-thought-out project structure is one of the most critical aspects of your project. It sets the foundation for how scalable your application will be in the long run. The higher up you go in the structural hierarchy, the more important it is to get it right from the beginning. Mistakes at the top can lead to bad practices and cost you later on. Lower-level decisions (like file or folder organization within a feature) offer more flexibility—it's less painful. Adjusting or removing a single leaf from a tree doesn't impact the whole tree, but doing the same with the entire branch can affect all its sub-branches and leaves. Similarly, changing the fundamental structure of a real-world system is never easy, it's usually extremely risky and time-consuming, so investing in a solid foundatio…  ( 6 min )
    Understanding IaaS/PaaS/SaaS
    IaaS, PaaS, and SaaS in detail Think of running a software application like getting from Point A to B. There are different ways to do it: Model Analogy Who Manages What IaaS (Infrastructure as a Service) You rent a car You drive, fuel, clean, and maintain it PaaS (Platform as a Service) You use a taxi service They provide the car and driver; you just ride SaaS (Software as a Service) You use public transport Everything is managed for you; you just sit and go Virtual machines Storage Networking Operating System (you install) Full control over the environment You manage OS, applications, runtime, data Provider manages hardware, virtualization, networking Microsoft Azure VMs, AWS EC2, Google Compute Engine 💡 Real-life example: raw apartment (VM). You bring in furniture (OS/apps), arrange it (configs), and clean it (security/patches). Runtime environment Pre-installed OS and libraries Scaling and patching handled Focus on code and deployment You manage code and data Provider manages infrastructure, OS, middleware, scaling Heroku, Google App Engine, Azure App Service, Vercel (Next.js Hosting) 💡 Real-life example: food truck kitchen. It's stocked and ready. You bring your recipe (code), cook, and serve. No cleaning or buying equipment. Fully functional software No installation or maintenance Access via browser or app Provider manages everything You just use it Gmail, Google Docs, Salesforce, ChatGPT, Figma 💡 Real-life example: restaurant. Everything is ready – food, service, cleanup. You just enjoy the meal. Feature IaaS PaaS SaaS Flexibility 🔥🔥🔥 🔥🔥 🔥 Control 🔧 Full ⚙️ Medium 🙌 Minimal Setup Effort 🚧 High 🧱 Medium ✅ Low Use Case Custom enterprise apps Web app dev/deployment End-user productivity tools  ( 3 min )
    Full Stack Web3 Development Roadmap: Learn Full Stack Web3 in 90 Days
    Master both front-end and back-end development along with blockchain and smart contract integration using Web3 technologies. Week 1-2: Web Development Fundamentals Day 1: HTML & CSS basics Setting up the development environment Browser DevTools overview Day 2: Responsive design with Flexbox & Grid Basic layouts and components Day 3: JavaScript fundamentals Variables, loops, functions, and arrays Day 4: JavaScript DOM manipulation Event handling and form validation Day 5: JavaScript ES6+ features: let/const, arrow functions, destructuring Day 6: Introduction to Git & GitHub Basic Git commands (clone, commit, push, pull) Day 7: Mini Project: Build a personal website using HTML, CSS, and JavaScript Week 3-4: Advanced Frontend (React) Day 8: Introduction to React JSX, Components, and Props…  ( 6 min )
    ApocalypseGPT 🧟
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined What I Built Demo Project Repo My Journey Using Permit.io for Authorization  ( 2 min )
    Web Development Week 2
    28.04.2025 Monday Tutorials Youtube Tutorial : CSS Video https://youtu.be/OXGznpKZ_sA?si=qca7aCGn7SqiPtaq Youtube Tutorial : Semantic HTML-1 https://youtu.be/bOUhq46fd5g?si=aYAsnZM-kDCvDS88 Youtube Tutorial : Semantic HTML-2 https://youtu.be/MxN8mo9QCDk?si=JgOhVLU8XTpVGXC4 29.04.2025 Tuesday Tutorials Youtube Tutorial : CSS Video https://youtu.be/OXGznpKZ_sA?si=qca7aCGn7SqiPtaq Scrimba Course : Clean code https://scrimba.com/introduction-to-clean-code-c025 Resources FrontendMentor Challenge : social links profile https://github.com/UPinar/frontend_mentor/tree/main/social-links-profile 30.04.2025 Wednesday Tutorials Youtube Tutorial : Wrapper class https://youtu.be/tr7EH48TFiE?si=TpYHIO9vMDOIFXVD Youtube Tutorial : auto-fit auto-fill …  ( 3 min )
    Guia Prático Spring Boot WebFlux
    Spring WebFlux: O Futuro das Aplicações Reativas O desenvolvimento de aplicações escaláveis e eficientes tem se tornado cada vez mais essencial. O Spring WebFlux, introduzido no Spring 5, surgiu como uma alternativa ao tradicional Spring MVC, trazendo um modelo de programação reativo e não bloqueante, ideal para cenários de alta concorrência e baixa latência. Este artigo apresenta os principais conceitos do WebFlux, sua diferença em relação ao modelo tradicional e como implementá-lo em uma aplicação. O Spring WebFlux foi projetado para atender às demandas de aplicações modernas, otimizando o uso de recursos do sistema e proporcionando uma experiência mais fluida para os usuários. Suas principais características incluem: Modelo baseado no padrão Reactive Streams: possibilita o processamen…  ( 5 min )
    1128. Number of Equivalent Domino Pairs
    1128. Number of Equivalent Domino Pairs Difficulty: Easy Topics: Array, Hash Table, Counting Given a list of dominoes, dominoes[i] = [a, b] is equivalent to dominoes[j] = [c, d] if and only if either (a == c and b == d), or (a == d and b == c) - that is, one domino can be rotated to be equal to another domino. Return the number of pairs (i, j) for which 0 <= i < j < dominoes.length, and dominoes[i] is equivalent to dominoes[j]. Example 1: Input: dominoes = [[1,2],[2,1],[3,4],[5,6]] Output: 1 Example 2: Input: dominoes = [[1,2],[1,2],[1,1],[1,2],[2,2]] Output: 3 Constraints: 1 <= dominoes.length <= 4 * 104 dominoes[i].length == 2 1 <= dominoes[i][j] <= 9 Hint: For each domino j, find the number of dominoes you've already seen (dominoes i with i < j) that are equivalent. You can keep track o…  ( 25 min )
    Building a CLI for Multi-Agent Tree-of-Thought: From Idea to Execution - Part 1
    What if LLMs had opinions and argued in threads? What happens when we give LLMs not just memory and tools, but also autonomy, voices, perspectives, and structure? I built a simple CLI tool, a tiny experiment in multi-agent, tree-of-thought reasoning. The tool lets you simulate a conversation between different AI personas, each contributing their thoughts in a threaded format. This concept of enabling language models to work together to solve complex problems, with each agent assuming a unique role based on its strengths, is a central tenet of multi-agent LLM systems. Such systems are often observed to outperform traditional single-agent models, particularly when dealing with intricate tasks that necessitate diverse expertise and collaborative decision-making. The CLI tool I built supports:…  ( 6 min )
    Who's hiring? — May 2025
    Product engineers, Developer advocates, or Technical writers? If you're looking for a new opportunity in the dev tools space, this post is for you. Below are 17 open roles in dev-first companies. CloudBees is hiring a Technical Writer dbt is hiring a Growth Engineer Elastic is hiring a Technical Writer Fivetran is hiring a Lead Developer Advocate Langfuse is hiring a Developer Advocate #opensource Neon is hiring a Full-Stack Growth Engineer Sentry is hiring a Senior Developer Advocate Supabase is hiring a Growth Engineer #opensource Temporal is hiring a Staff Developer Advocate Vercel is hiring a DX Engineer Wiz is hiring a Technical Writer WorkOS is hiring a DX Engineer GitBook is hiring a Product Engineer Codeium is hiring a Technical Content Marketer Helicone is hiring a Founding DevRel Lead #opensource Knock is hiring a Product Engineer Mintlify is hiring a Product Engineer That's a wrap! If this helped, please add some ❤️🦄🤯🙌🔥 Every Sunday, I hand-pick open roles in the dev tools space and post them on Twitter / X and LinkedIn. Looking for more open roles? You can find my latest posts here. Is your company hiring? Please let me know! Reply here or send me a DM, and I'll make sure to add it to the next edition. See you next month — keep it up! 👋  ( 4 min )
    You Should Encrypt Your Environment Variables 🔑
    Environment variables (.env files) are a popular way to manage configuration and secrets in modern applications. leaving these files unencrypted exposes critical API keys, database credentials, and other sensitive data to risk. In this post, we’ll explore why encrypting your environment variables is essential, introduce dotenvx—a lightweight CLI for encrypting/decrypting your .env files—and compare it with other industry-standard methods for secret management. Version Control Exposure: Accidentally committing .env files can leak secrets publicly (e.g., GitHub incident examples). Lateral Movement: If an attacker gains read-only access to a development server, they can harvest keys to pivot deeper into your systems. Compliance & Auditing: Many regulations (PCI-DSS, GDPR) require encrypti…  ( 4 min )
    HTTP Status Codes in RESTful APIs
    A Complete Guide with Examples When designing or working with RESTful APIs, understanding HTTP status codes is essential. These codes are the way your backend communicates success or failure back to the client. In this guide, we'll cover: What each common status code means When to use it Examples per HTTP method (GET, POST, PUT, PATCH, DELETE) Tables for quick reference Let's dive into it! HTTP status codes are standardized numbers returned by a server to indicate the result of a client's request. They are divided into five categories: Code Range Category Meaning 1xx Informational Request received, continuing 2xx Success The request was successfully handled 3xx Redirection Further action needs to be taken 4xx Client Error The request is incorrect 5xx Server Error The serve…  ( 4 min )
    5 Signs Your Business is Ready for AI (And How to Start)
    In today's rapidly evolving business landscape, artificial intelligence (AI) has transitioned from a futuristic concept to a crucial competitive advantage. According to recent research, AI adoption among businesses has increased from 50% to 72% in just six years, with 92.1% of businesses reporting significant returns on their AI investments in 2023. However, despite the clear benefits, many organizations struggle to determine if they're truly ready for AI implementation. This comprehensive guide explores the five key indicators that your business is prepared for AI adoption and provides practical steps to begin your AI journey successfully. The first and most crucial sign that your business is ready for AI is having well-defined business objectives and specific problems that AI can solve. …  ( 7 min )
    Extreme Programming: A Metodologia Ágil Que Leva o Desenvolvimento ao Extremo
    Se você já trabalhou com desenvolvimento de software, sabe que mudanças são inevitáveis. O cliente sempre pede algo novo, os requisitos mudam e, quando você acha que tudo está certo, surge um bug inesperado. Para lidar com essa realidade caótica, nasceu o Extreme Programming (XP), uma metodologia ágil que leva a colaboração, a qualidade e a adaptação ao extremo. Mas o que isso significa na prática? Vamos explorar como o XP funciona e por que ele pode ser uma ótima opção para equipes de desenvolvimento que querem mais eficiência e menos dores de cabeça. O XP foi criado nos anos 90 por Kent Beck, um programador que percebeu que os métodos tradicionais de desenvolvimento não estavam funcionando tão bem para projetos que precisavam de mudanças rápidas e constantes. Em vez de seguir um plano rí…  ( 5 min )
    Kubernetes Troubleshooting in the Cloud
    Kubernetes has been used by organizations for nearly a decade – from wrapping applications inside containers, pushing them to a container repository, to full production deployment. At some point, we need to troubleshoot various issues in Kubernetes environments. In this blog post, I will review some of the common ways to troubleshoot Kubernetes, based on the hyperscale cloud environments. Before we deep dive into Kubernetes troubleshooting, let us review some of the common Kubernetes errors: CrashLoopBackOff - A container in a pod keeps failing to start, so Kubernetes tries to restart it over and over, waiting longer each time. This usually means there’s a problem with the app, something important is missing, or the setup is wrong. ImagePullBackOff - Kubernetes can’t download the c…  ( 6 min )
    Phi 4 Reasoning Benchmarks, Model Specs, and Comparisons
    Originally shared here: Released on April 30th, 2025, the Phi 4 Reasoning model series is the latest generation of LLMs from Microsoft. It's the first model in the Phi series designed for reasoning tasks. benchmarks look great, but my experience didn't match. Let's check it out! Here's a quick look at what you can choose from: Model Params Max Context phi4-reasoning-plus 14.7B 32K phi4-reasoning 14.7B 32K phi4-mini-reasoning 3.8B 32K Some key model details: All models are licensed under MIT. This makes them quite accessible for various applications. Notably, the context window isn't that great, especially for a reasoning model. Even the 8B variant of the recently released Qwen3 model has a larger context window. However, it should work for most local purposes. The training da…  ( 4 min )
    Vibe Coding — My Simple Way to Enjoy Coding More 🌿💻
    Hey there! 👋 Let’s talk about something I love to call vibe coding. No, it’s not a new framework or tool. It’s just a mindset — a way of coding where I feel good, relaxed, focused, and actually enjoy the process. Over time, I’ve realized how important it is not just to do the work, but to feel good while doing it. So here’s my take on vibe coding — what it is, why it helps, how I do it, and yes, even the few drawbacks I’ve noticed. 🌟 What Is Vibe Coding? It can mean: Putting on some lo-fi beats or instrumental music 🎧 Having a clean desk with a coffee by my side ☕ Using a theme I like (yes, I’m that person who changes their VS Code theme often 😅) Working on something I actually care about Taking breaks when needed, not when I’m burnt out It’s simple: vibe coding is when I ma…  ( 5 min )
    Using nanostores in Astro + Vue setup
    Written by Nabil It's 2025 and Astro is a growing framework. In this quick post, I'd like to share a little bit about my little workaround when I was building my personal website for the first time. Astro has a static-first architecture and I was going to use it without its on-demand SSR feature. So just for a note, this means I couldn't use Astro session that could've been handy for operating states handled by server. Meanwhile, I also used Vue.js alongside Astro with its integration portability (sorry if it looks like I am doing an experiment here, yes I'm still learning). Everything went well until I encountered something in a Vue component that needs the Astro's context object. Say that you need Astro.url. This URL-object property can only be accessed in Astro's render context object:…  ( 4 min )
    Understanding Python Concurrency: Multithreading VS AsyncIO
    Leapcell: The Best of Serverless Web Hosting In Python programming, multithreading is a commonly used means of concurrent programming, which can effectively improve the execution efficiency of the program, especially when dealing with I/O-intensive tasks. Python makes multithreading programming relatively easy with the help of the threading module. This article will delve into the basic knowledge of the threading module and demonstrate the application of multithreading through examples. Before starting, let's first understand some basic concepts of multithreading programming: Thread: It is the smallest unit for the operating system to perform operation scheduling, usually existing inside a process. Multithreading: It refers to running multiple threads simultaneously in the same program. GI…  ( 12 min )
    Qwen 3 vs. Deepseek R1: Complete comparison
    Introduction The Alibaba recently team has released the Qwen 3 Series, including two standout models: the 235B parameter MoE model (with 22B active parameters) and a lightweight 30B version (3B active). As per official docs, the Qwen3-235B-A22B model take on giants like DeepSeek R1, Grok-3, and Gemini 2.5 Pro—and it is doing it with fewer active parameters, faster inference, and open-source accessibility. On the other hand, on a lighter note the Qwen3-30B-A3B outcompetes the previous QwQ-32B with 10 times of activated parameters, and a small model like Qwen3-4B can rival the performance of Qwen2.5-72B-Instruct. Best part, takes fraction of cost per million input and output token, compared to SOTA models. Impressive, isn’t? Alibaba released Qwen 3, featuring efficient MoE models (235B …  ( 14 min )
    May the Nodes Be with You
    Knowledge graphs are powerful tools to visualize and explore your data, and can help uncover new insights and patterns in how your data is related. They are easy to search and navigate, but getting your data into the graph database in the right format can be challenging. And the resulting graph is only as good as the data--- or as they say, garbage in, garbage out. So it's important to define a good schema, or ontology, that describes the entities and relationships you want to extract from your data. With unstructured text, you can use an LLM to extract entities and relationships, and then generate a Cypher query using the model (guide). This can take a lot of the work out of generating the Cypher queries but it comes with the risk of hallucinations, and the security and privacy concerns o…  ( 7 min )
    FlaskApp: Get your Flask app up and running in seconds
    Overview This project is a simple Flask application that serves as a template for building web applications. It includes a basic structure with Docker support for easy deployment and development. Before you start, make sure you have the following installed: Docker Docker Compose Usage: bash cmd.sh {start|stop|setup|clear|build|deploy} setup If you haven't built the project yet, you can do so by running: bash cmd.sh setup To run in detached mode, use: bash cmd.sh setup -d Once the setup process is complete, the project will be accessible at localhost:8000. If this port is already in use, search for all occurrences of 8000 within the project and replace them with your preferred port number. After making these changes, you'll need to rebuild the project for the modifications to take ef…  ( 4 min )
    𝐆𝐢𝐭/𝐆𝐢𝐭𝐇𝐮𝐛 𝐍𝐨𝐭𝐞𝐬 🔥 𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰 :- - Create a GitHub Repo - Clone Repo In Your Local - Make Changes In Your Code Files - Add Single Or All Code Files of Project - Commit All Changes With Appropriate Msg - Push Code
    A post by Tahir Rafique  ( 3 min )
    Podman: Detailed Overview, Advantages, Disadvantages, and Setup
    Podman is an open-source container engine that enables users to create, manage, and run OCI containers and pods across Linux, macOS, and Windows. Unlike Docker, Podman is daemonless, running containers directly under the user's control, which brings unique benefits in security and flexibility. Daemonless Operation Podman does not require a central background service. Each container runs as a child process of the user, reducing resource overhead and improving security by eliminating a single point of failure. Rootless Containers Podman supports running containers without root privileges. This greatly reduces the risk of privilege escalation and is ideal for multi-user systems or environments with strict security requirements. Docker Compatibility Podman’s command-line interface is largel…  ( 5 min )
    🐳 Docker Bind Mounts vs Volumes: What's the Difference?
    Here’s a rewritten and Markdown-cleaned version of your blog, ready to use on Dev.to or any Markdown-supported platform: Understand the key differences between Docker bind mounts and volumes, when to use each, and how they work under the hood. When working with Docker, managing data persistence is essential. Two primary methods for sharing and persisting data with containers are: ✅ Bind Mounts Volumes Though they might appear similar, these approaches serve distinct use cases and behave differently under the hood. In this post, we’ll explore the differences between Docker Bind Mounts and Volumes, when to use each, and how to get started. A volume is a Docker-managed storage mechanism. Docker handles the data location and lifecycle, making it the preferred way to persist data—especially in …  ( 4 min )
    Preparing for Senior PHP Developer role at Skycop.com
    Job Summary This is a senior PHP developer position at Skycop, a flight compensation service company. The role involves working on a claim processing platform, handling large datasets, and developing new travel industry products. The tech stack is centered around PHP (Symfony/Laravel), with heavy usage of microservices, big data processing, and various third-party API integrations. The position requires strong backend development skills with emphasis on scalable architecture and efficient data processing. https://prepto.tech/blog/preparing-for-senior-php-developer-role-at-skycopcom This guide covers the following topics, specific to the job: Microservices Architecture and Communication Big Data Processing and Optimization Advanced PHP and Framework Expertise Database Optimization and Caching Message Queues and Async Processing  ( 3 min )
    🚢 How to Make Your K8s Cluster — a Great Cluster
    Kubernetes clusters are easy to spin up — but making one that's secure, scalable, and developer-friendly? That's the real challenge. I recently published a detailed, opinionated guide: This article walks through everything we’ve learned running hardened, production-grade clusters in the wild — including practices you won’t always find in the docs. 🛠️ What’s inside? 🔁 GitOps-first workflows with ArgoCD (App of Apps) 🔐 Secrets via Vault, no root containers, SSO-only access 📊 Prometheus, Grafana, and meaningful alerts ☠️ Chaos testing and real disaster recovery drills 💻 Backstage + Dev tooling to make platforms dev-friendly 🚨 Automated upgrades, cert rotation, version hygiene 🧠 Whether you're running EKS, GKE, or bare-metal clusters — this is a blueprint you can adapt and evolve. 👇 I'd love to hear from you: What's one trick you’ve learned the hard way that you wish others knew? Let's learn from each other — because great clusters aren't born, they’re built. 💬 Comments, feedback, and memes welcome. How to make a k8s cluster  ( 3 min )
    Deploying Kubernetes Cluster On On-premises
    Kubernetes assembles one or more computers, either virtual machines or bare metal, into a cluster which can run workloads in containers. It works with various container runtimes, such as Docker. The Kubernetes master node handles the Kubernetes control plane of the cluster, managing its workload and directing communication across the system, etcd is a persistent, lightweight, distributed, key-value data store (originally developed for Container Linux). It reliably stores the configuration data of the cluster, representing the overall state of the cluster at any given point of time. The API server serves the Kubernetes API using JSON over HTTP, which provides both the internal and external interface to Kubernetes. The API server processes, validates REST requests, and updates the state of t…  ( 5 min )
    Real-Time Private Channel Notifications in Vue 3 with Laravel Echo and Pusher
    In today's fast-paced web applications, real-time notifications have become essential for providing users with immediate updates and enhancing their overall experience. In this comprehensive guide, I'll walk you through creating a real-time notification system using Vue 3's Composition API, Laravel Echo, and Pusher. The implementation we'll cover includes a complete notification system with features like: Connection management with automatic reconnection Persistent subscriptions that survive page refreshes Notification state management Elegant UI components for displaying notifications Browser notifications support Prerequisites Understanding the Architecture Setting Up Laravel Echo Creating a Notification Service Building the Notification Store UI Components for Notifications Integrating …  ( 12 min )
    AutoDrawer ile Otomatik Çizim Kurulum ve Kullanım Rehberi
    AutoDrawer bilgisayarın faresini otomatik olarak hareket ettirerek görsel çizebilen açık kaynaklı bir yazılımdır. Paint gibi uygulamalarda resmi kendi başına çizer. Kurulumu ve kullanımı oldukça basittir. Aşağıdaki adımları takip ederek dakikalar içinde kullanmaya başlayabilirsin. AutoDrawer'ı kullanabilmek için önce GitHub üzerindeki proje sayfasına gidip dosyaları indirmen gerekiyor. AutoDrawer GitHub Sayfası Sağ üstten Code butonuna tıkla Açılan menüden Download ZIP seçeneğini seç ZIP dosyasını bilgisayarına indir İndirdiğin .zip dosyasına sağ tıklayarak çıkart. “Buraya çıkart” veya “Tümünü ayıkla” gibi bir seçeneği seç Çıkardığın klasörün içinde şu yola sırayla gir: autodrawer-master\AutoDrawer\bin\Debug\ Bu klasörün içinde AutoDrawer.exe adında bir dosya göreceksin. Bu dosyaya çift tıkla, program başlar. Kurulum gerekmez. AutoDrawer, fareyi kullanarak çizim yaptığı için bir çizim programı açık olmalıdır. En basiti, Windows’un içindeki Paint programıdır. Başlat menüsünden “Paint” yazıp açabilirsin Boş bir sayfa açık şekilde durmalıdır AutoDrawer çalıştığında sana bir görsel dosyası seçtirir. Mümkünse siyah-beyaz ve sade bir resim kullan JPG veya PNG formatı uygundur Görsel ne kadar sade olursa çizim o kadar hızlı ve düzgün olur AutoDrawer, fareyle çizim yapacağı alanı anlaması için senden bölge seçmeni ister. Paint açıkken, çizeceği alanı farenin sol tuşuyla sürükleyerek seç Bu alan Paint penceresinin içi olmalıdır Programda Start veya Başlat butonuna tıkla Fare otomatik hareket etmeye ve resmi çizmeye başlar Bu sırada fareye ve bilgisayara müdahale etme Çizim sırasında fareye dokunma, yoksa işlem bozulur Bilgisayarda başka işlem yapma, pencere değiştirme Görselin detayına göre çizim birkaç saniye ya da dakika sürebilir En iyi sonuçlar için siyah-beyaz ve küçük görseller tercih edilir  ( 3 min )
    Parameters & Arguments in Python
    Buy Me a Coffee☕ You can set parameters and arguments for a function as shown below: *Memos: A parameter can have a default value. All the parameters after the parameter which has a default value must have default values. def func(fname, lname, age, gender): pass def func(fname="John", lname="Smith", age=36, gender="Male"): pass def func(fname, lname, age=36, gender="Male"): pass def func(fname="John", lname="Smith", 36, "Male"): pass # SyntaxError: invalid syntax *Memos: An argument can have a keyword. All the arguments after the argument which has a keyword must have keywords. def func(fname, lname, age, gender): print(fname, lname, age, gender) func("John", "Smith", 36, "Male") func(fname="John", lname="Smith", age=36, gender="Male") func(age=36, lname="Smith", gender="Male", fname="John") func("John", "Smith", age=36, gender="Male") # John Smith 36 Male func(fname="John", lname="Smith", 36, "Male") # SyntaxError: positional argument follows keyword argument func(36, "Smith", age=36, fname="John") # TypeError: func() got multiple values for argument 'fname' func(lname="Smith", lname="Brown", age=36, gender="Male") # SyntaxError: keyword argument repeated: lname def func(fname="John", lname="Smith", age=36, gender="Male"): print(fname, lname, age, gender) func() # John Smith 36 Male func("Tom", "Brown") # Tom Brown 36 Male func(gender="Female", fname="Anna") # Anna Smith 36 Female  ( 3 min )
    Who Controls Your Files in Linux? Discover the Power of Permissions 🔐
    When working in a multi-user Linux environment, not everything is open to everyone—and that’s for a reason. File permissions are a cornerstone of Linux security, ensuring that only the right people can access or modify critical files. Whether you're a budding sysadmin or a curious developer, understanding how Linux handles file access is crucial to maintaining control and security. Let’s break it down 👇 Linux file permissions determine who can read, write, or execute files and directories. Each file or directory is governed by three levels of access: Owner (User) – The creator of the file. Group – Users who belong to the assigned group. Others – Everyone else. Permissions are represented in two ways: Read (r or 4) – View file contents. Write (w or 2) – Modify file contents. Execute (x or …  ( 4 min )
    "From AI to Z: How Trailblazing Startups Are Redefining Healthcare in the Era of Tech Titans"
    From AI to Z: How Trailblazing Startups Are Redefining Healthcare in the Era of Tech Titans In the bustling landscape of modern healthcare, a thrilling revolution is underway. While tech giants like Google and Apple are making waves with wearable health tech, it's the nimble startups that are truly redefining the industry from A to Z. These audacious innovators are leveraging artificial intelligence (AI) to address age-old challenges and improve patient outcomes in unprecedented ways. AI is not just a buzzword—it's a transformative force that’s reshaping the way we understand, diagnose, and treat diseases. Market research is projected to grow the AI in healthcare market to $45.2 billion by 2026, illustrating its vast potential. Startups are the vanguard in this tech transformation. Here …  ( 4 min )
    Dev
    A post by Immilengo  ( 2 min )
    The new Cypress features you should be using
    End-to-end testing has evolved. Today, Cypress offers more than just a slick UI and an intuitive syntax, it now comes packed with powerful features that make tests faster, more realistic and easier to debug. In this article, we’ll dive into three of the most exciting additions to Cypress: cy.session() — for smarter state caching cy.press() — for realistic keyboard navigation cy.stop() — for precise control of test execution Whether you're scaling tests across CI, validating accessibility flows or debugging a tricky edge case, these new commands will upgrade your test suite. cy.session(): cache once, reuse everywhere We’ve all repeated login flows in every test: beforeEach(() => { cy.visit('/login'); cy.get('input[name="email"]').type('test@example.com'); cy.get('input[name="passwor…  ( 5 min )
    Power BI vs Tableau in Financial Forecasting: Tools for Smarter Business Decisions
    In the world of financial reporting and business forecasting, the debate of Power BI vs Tableau has become more relevant than ever. Finance teams must turn massive datasets into actionable insights quickly, and the right business intelligence (BI) platform can be the difference between forecasting success and missed opportunities. This article explores how both tools support financial professionals, from CFOs to analysts, in making more informed and forward-thinking decisions. Financial data is dense, sensitive, and constantly evolving. Monthly close cycles, rolling forecasts, and what-if scenario modeling all require flexible, fast, and secure BI solutions. Both Tableau and Power BI serve this space well, but they differ significantly in how they approach financial analytics workflows. Po…  ( 5 min )
    spring boot test husky
    @DataJpaTest public class KundeRepositoryTest { @Autowired private KundeRepository kundeRepository; @Test void findBestellungByKundeId(){ Kunde kunde = new Kunde(); kunde.setId(1L); kunde.setVorname("Max"); kunde.setNachname("Mustermann"); kunde.setEmail("maxmustermann@gmail.com"); kunde.setAlter(39); Bestellung b1 = new Bestellung(); b1.setId(1L); b1.setBestelldatum("28-05-2025"); b1.setBetrag(10.0); b1.setKunde(kunde); Bestellung b2 = new Bestellung(); b1.setId(2L); b2.setBestelldatum("30-05-2025"); b2.setBetrag(20.0); b2.setKunde(kunde); kunde.setBestellungList(List.of(b1,b2)); kundeRepository.save(kunde); List<Be…  ( 4 min )
    c++ code error checking
    There is sequence 1, 12, 123, 1234, ..., 12345678910, ... . Given first N elements of that sequence. You must determine amount of numbers in it that are divisible by 3. using namespace std; maybe this data type can cause problem but i changed nothing changed./ return 0; } what is my mistake in this code. It fits till 7th test  ( 3 min )
    Scripting Series – Part 6 of 8
    Here we will dive into part 6 in the shell scripting series. Today we will look at how you can use a for loop to iterate through all files in a directory and the function of file comparison. Shell scripting is essential in production environments for automating repetitive tasks, ensuring consistency, and minimising human error. It enables engineers to streamline deployments, manage system configurations, monitor processes, and orchestrate complex workflows with precision. In a high-availability environment, shell scripts act as reliable, lightweight tools that reduce manual intervention and improve operational efficiency. Create the script using VIM. Write the script in VIM and save the file. Apply the necessary permissions to the script so it can be executed. If we do a ls –ltrh we see that the script has been created. It has a green colour to it – indicating that it is now executable. Execute the script using ./ The output of the script, after it has been executed. Stay tuned, part 7 in the series coming tomorrow! Connect with me on LinkedIn #CloudEngineer #SysAdmin #ITSecurity #TechTips #BusinessIT #Leadership  ( 3 min )
    Cocktail
    Check out this Pen I made!  ( 2 min )
    Turn any photo into a color palette – made a tool for designers & artists
    Hey everyone! I’m a designer/developer who’s always hunting for the perfect color palette, and I got tired of manually picking colors from images. So, I built a free web tool that lets you upload any image (or use a sample), and it instantly gives you a palette of the most important colors – in HEX, RGB, HSL, etc. You can choose between different extraction methods (Vibrant, Material Design, Median Cut, K-Means) depending on what kind of palette you want. It works right in your browser, and nothing gets uploaded to a server. Try it here: https://colorsfromimage.xyz/ Would love to hear what you think! Is it useful for your workflow? Any features you wish it had? Found any bugs or weird results? I’m open to all feedback, and if you make something cool with it, please share! Thanks for checking it out :) Robert  ( 3 min )
    Building Dcup: An Open-Source RAG Pipeline with a Twist
    Ever wrestled with a RAG pipeline and thought, “Why is this so damn hard?” We’ve been there—tearing our hair out over complexity and slow performance. So, I built Dcup, an open-source, self-hostable RAG-as-a-Service platform that actually works Very good. It’s a tool to hook your app up to user data with zero bullshit. Here’s the rundown: Tech Stack: Next.js, BullMQ for job queues, OpenAI for embeddings, and Qdrant for vector storage. It’s lean, mean, and scales like a dream. Killer Features: AI-driven retrieval and hybrid search that cuts through the noise. Plus, optional re-ranking if you’re a precision freak. Learn more At its core, Dcup is your bridge to smarter data handling. It takes the complexity out of RAG pipelines by automating the heavy lifting. Here’s how it works in plain English: Data Ingestion: Hook up your data sources—think Google Drive, AWS, or wherever your files live—and Dcup keeps it all synced and current. Data Processing: Your raw data gets chopped into bite-sized chunks and turned into embeddings using OpenAI. (More on embeddings later—they’re cool!) Storage & Indexing: Those embeddings land in Qdrant, a lightning-fast vector database that makes searching a breeze. Advanced Retrieval: Need answers fast? Features like re-ranking and hybrid search dig up the most relevant info in seconds. Think of Dcup as your personal AI assistant that organizes, understands, and retrieves your data like a pro. Big files used to choke us. Performance would tank, and we’d be staring at spinning wheels. Then we got smart—batching and parallel processing turned it around. Now, Dcup eats large datasets for breakfast. This isn’t some corporate ad. It’s a project by dev not shitty vibe coding or whatever the kids call it these days. Star the repo if it vibes with you: Dcup on GitHub. Wanna contribute? Hit me up! Let’s make RAG pipelines suck less together.  ( 4 min )
    Moderation Boundaries with OpenAI API
    OpenAI’s Moderation API provides a first-layer safeguard by evaluating user input for harmful content. Full implementation: rev-moderation-api Integration with OpenAI’s Moderation endpoint Structured ingestion of labeled prompts from txt file Store moderation results for downstream analysis Input labels are stripped before moderation check to prevent classification bias. All results are timestamped and include full category scores. The system reads from a .txt file with prompts separated by ---. Each block is annotated with a human-readable label (SAFE, MILD, SEVERE), which is excluded from the API call to prevent label leakage. Full-Prompt #LABEL: SAFE How do neural networks learn using backpropagation? --- #LABEL: MILD Sometimes I just want to ..... --- #LABEL: SEVERE You worthless pi…  ( 5 min )
    9 OOP Design Patterns You Must Know
    9 OOP Design Patterns You Must Know A-Creational Patterns Deal with object creation mechanism to decouple the client code from concrete classes. Factory Pattern: Centralizes object creation logic and returns different subclasses based on input Singleton Pattern: Ensures only one instance of a class exists and provides global access to it. Builder Pattern: Constructs complex objects step-by-step, allowing optional configuration. B - Structural Patterns Help compose classes and objects into larger structures. Adapter Pattern: Allows incompatible interfaces to work together by translating one interface into another. Decorator Pattern: Adds new behavior to objects dynamically without altering their original structure. Proxy Pattern: Acts as a placeholder for accessing another object. C - Behavioral Patterns Focus on communication and interaction between objects. Strategy Pattern: Allows selecting an algorithm or behavior from a family of interchangeable strategies at runtime. Observer Pattern: Enables a one-to-many dependency so that when one object changes state, all its dependents are notified. Command Pattern: An object encapsulates all information needed to perform an action or trigger an event. Over to you: Which of these patterns have you used?  ( 3 min )
    Integrate aMember Pro with Laravel Using plutuss/amember-pro-laravel
    If you're developing a Laravel application and utilizing aMember Pro for subscription management, the plutuss/amember-pro-laravel package can be an invaluable tool. It offers a convenient interface for interacting with the aMember Pro API, simplifying the integration and management of users, products, payments, and other entities directly from your Laravel application. 📦 Installation To install the package, run: composer require plutuss/amember-pro-laravel Then, publish the configuration file: php artisan vendor:publish --provider="Plutuss\AMember\Providers\AMemberServiceProvider" In your .env file, add the following variables: AMEMBER_URL=http://your-amember-site.com/api AMEMBER_API_KEY=your_amember_api_key AMEMBER_TYPE_RESPONSE=collection 🧰 Key Features The package provides an AMemb…  ( 3 min )
    🔌 Accessing Localhost from the Internet – Simple Tunneling Tools
    When you're building a web app on your local machine, sometimes you need to share it with someone online — maybe a teammate, client, or even for testing on your mobile device. But localhost only works on your computer. That’s where tunneling tools come in! They create a secure public URL that maps to your local server. Below are three popular options: Website: https://ngrok.com How it works: You run a command like ngrok http 3000 and ngrok gives you a public HTTPS link that forwards traffic to your localhost:3000. Pros: Very fast and reliable Works well with webhooks (e.g., Stripe, GitHub) Dashboard to inspect requests Cons: Free tier has time and region limits Requires an account after initial use GitHub: https://github.com/localtunnel/localtunnel How it works: npm i -g localtunnel Then run lt --port 3000 Pros: Super simple and open source No signup required Cons: Can be slower or less reliable than others Fewer features, no UI Docs: https://developers.cloudflare.com/cloudflare-one/connections/connect-apps/ How it works: cloudflared CLI and connect your app through Cloudflare. Pros: Very secure Great if you're already using Cloudflare DNS Free with more generous limits than ngrok Cons: Slightly more setup steps Best for advanced users or teams 🧠 Final Thoughts Just pick the one that fits your workflow and you're good to go! Thanks!  ( 4 min )
    Интеграция aMember Pro с Laravel: Обзор пакета plutuss/amember-pro-laravel
    Если вы разрабатываете веб-приложение на Laravel и используете aMember Pro для управления подписками, то пакет plutuss/amember-pro-laravel станет для вас незаменимым инструментом. Он предоставляет удобный интерфейс для взаимодействия с API aMember Pro, облегчая интеграцию и управление пользователями, продуктами, платежами и другими сущностями прямо из вашего Laravel-приложения. 📦 Установка Для установки пакета выполните команду: composer require plutuss/amember-pro-laravel Затем опубликуйте конфигурационный файл: php artisan vendor:publish --provider="Plutuss\AMember\Providers\AMemberServiceProvider" В файле .env добавьте следующие переменные: AMEMBER_URL=http://your-amember-site.com/api AMEMBER_API_KEY=your_amember_api_key AMEMBER_TYPE_RESPONSE=collection 🧰 Основные возможности Па…  ( 3 min )
    Building AI Agents with n8n: A Step-by-Step Guide
    Building AI Agents with n8n: A Step-by-Step Guide Introduction n8n is a powerful workflow automation tool that can be used to create AI agents for various tasks. In this guide, we'll walk you through the process of building an AI agent using n8n, covering everything from setup to deployment. Basic understanding of n8n Access to an n8n instance (self-hosted or cloud) API keys for any AI services you plan to integrate (e.g., OpenAI, Hugging Face) Start by creating a new workflow in n8n. You'll need to add nodes for: Trigger (e.g., HTTP request, schedule) AI service integration Data processing Output (e.g., email, webhook) Connect your workflow to AI APIs like OpenAI or Hugging Face. Use n8n's HTTP Request node or dedicated nodes if available. Test your workflow thoroughly before deploying. Monitor performance and adjust as needed. With n8n, building AI agents becomes accessible even for non-developers. The possibilities are endless!  ( 3 min )
    Words and numbers
    Weekly Challenge 319 Each week Mohammad S. Anwar sends out The Weekly Challenge, a chance for all of us to come up with solutions to two weekly tasks. It's a great way for us all to practice some coding. Challenge, My solutions You are given a list of words containing alphabetic characters only. Write a script to return the count of words either starting with a vowel or ending with a vowel. So vowels in English are a, e, i, o, u and sometimes y. It seems clear from the second example that even though weekly ends with a vowel, the task assumes that it is just the five letters. This task is a one liner, and simply counts the words that starts with a vowel letter or ends with one. def word_count(words: list[str]) -> int: return sum(1 for word in words if re.search('^[aeiou]', word) or re.search('[aeiou]$', word)) $ ./ch-1.py unicode xml raku perl 2 $ ./ch-1.py the weekly challenge 2 $ ./ch-1.py perl python postgres 0 You are given two arrays of integers. Write a script to return the minimum integer common to both arrays. If none found return -1. For the command line input, I take two strings and separate them on non-digit characters. My solution takes the two lists and converts them to sets and uses the intersection method & to get values that appears in both lists. If there is one or more values found it returns the minimum value. If none is found, it will return -1. def minimum_common(list1: list[int], list2: list[int]) -> int: intersection = set(list1) & set(list2) return min(intersection) if intersection else -1 $ ./ch-2.py "1, 2, 3, 4" "3, 4, 5, 6" 3 $ ./ch-2.py "1, 2, 3" "2, 4" 2 $ ./ch-2.py "1, 2, 3, 4" "5, 6, 7, 8" -1  ( 3 min )
    Building AI Agents with n8n: A Complete Guide to Workflow Automation
    Building AI Agents with n8n: A Complete Guide to Workflow Automation Introduction n8n is a powerful workflow automation tool that becomes even more powerful when combined with AI capabilities. This guide will show you how to create intelligent AI agents using n8n's visual workflow editor. Visual workflow builder 300+ integrations Self-hostable Open-source core Trigger Nodes: Webhooks, schedules, or API polls AI Processing: ChatGPT, Hugging Face, or custom models Action Nodes: Database updates, notifications, or API calls Trigger: New email arrives (IMAP node) Processing: Extract content → Sentiment analysis (Hugging Face node) Decision: Positive → Thank you response (ChatGPT node) Action: Send Slack notification + draft reply (Email node) Chaining multiple AI services Context memory with Redis Human-in-the-loop approvals Automated learning from feedback n8n cloud Docker containers Kubernetes Customer support triage Content moderation Data enrichment pipelines Automated research assistants n8n provides a flexible platform for building sophisticated AI agents without extensive coding. Start simple and gradually add complexity as you master the tool.  ( 3 min )
    html2canvas react Custom Fonts not exporting to image.
    I have a react application, in which I have created multiple designs using custom fonts. The fonts are successfully loading on the browser. On exporting them to image, the custom fonts are not loading. I have tried using 'html2canvas' and direct 'canvas'. Looking out for help. Thanks, ~R  ( 3 min )
    Building "Production-Grade" APIs in .NET
    Many engineers build and deploy APIs into production. So we have an API running in production — does that mean it’s truly production-grade? More often than not, the answer is no. We write the code, test it locally (usually alone, on one machine, with one user), and proudly tell the business, "Hey, it’s ready!" Maybe there’s even a QA environment where someone from product gives it a quick click-through and confirms, "Looks good to me!" And then... reality checks in. You get a call on the weekend: “Users can’t log in.” Or worse: “A customer placed an order, and it’s gone.” Now you're scrambling, thinking: “I wish I’d added logs there.” “Why didn’t we catch this earlier?” “How are we supposed to debug this in production?” If that scenario feels familiar, this post is for you. Let’s w…  ( 5 min )
    Permit IO Challenge Entry: Tool Access Panel
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined This project is a lightweight Internal Tools Access Panel — a dashboard interface that securely routes employees to internal tools like HRMS, Sales CRM, or CI/CD pipelines, based on their role within the organization. The problem it solves is twofold: Over-permissioned access: Without RBAC, internal systems often expose all tools to every employee. Complex onboarding: Managing access manually per user or embedding authorization logic deep in every tool becomes hard to maintain. With this panel, companies can: ✅ Centralize internal tool access ✅ Restrict access to only the tools users need ✅ Offload role/policy management to Permit.io Key Ideas: Simple Auth: Login is managed via a static credential list…  ( 7 min )
    AICHA: AI-Powered Healthcare Assistant with Permit.io Authorization
    This is a submission for the Permit.io Authorization Challenge: AI Access Control AICHA (AI-powered Healthcare Assistant) is a modern healthcare management platform that uses artificial intelligence to help doctors, nurses, and administrators deliver better care. With features like AI-driven medical analysis, treatment suggestions, and secure patient data management, AICHA is designed to make healthcare smarter and safer. But with great power comes great responsibility—especially when it comes to sensitive medical data and AI features. That's why AICHA uses Permit.io for fine-grained, externalized authorization, ensuring that only the right people can access the right features at the right time. Permit.io Integration: Permit.io is the backbone of AICHA's access control and security. Eve…  ( 9 min )
    Basic Class and Object
    Lets start with basic example of banker problem to understand basic class and object Assume you want to create an account in SBI bank. So you fill that form and your account is created. Now you are the person who created that form. Which attribute or field you will create which is necessary to create an account. Lets say:- Name DOB Aadhaar card no. PAN Card no. class BankForm: __init__(userName,userDOB,userAdhaarNo,userPAN): Rohan=BankForm("Rohan","12-09-2025","xxxx8907","KB1234") you will find an error. why? Because the class doesn't know about the form. It mean that you are creating the form, but for whom. If you are thinking for SBI. Let me tell you they doesn't know. so how we are going to tell them. By using 'self'. class BankForm: __init__(self,Name,DOB,AdhaarNo,PAN): 'self' it just a way to tell SBI I have a form for you. Now you have heard some word like Instance, __init__ and object. Instance:- It is just like Rohan want form for himself.So you have to fill BankForm as in Instance. __init__:- Initialisation of object. Like you want to create form and decide field which is needed for the form. Like Name, DOB, AdhaarNo., PANNo.. Object:- simply it is the field.  ( 3 min )
    Jin – The Easiest Way to View JSON from Any API
    If you've ever needed to test an API endpoint or just wanted to see the structure of a JSON response quickly, you know it can be a hassle opening heavy tools or browser consoles. That’s where Jin comes in — a beautifully minimal and fast JSON API viewer that works right in your browser. 🌟 What Is Jin? Whether you're a developer, a student, or someone working with APIs, Jin is your quick go-to tool. ✨ Key Features Syntax Highlighting: Color-coded formatting helps you easily distinguish keys, values, strings, numbers, and booleans. Clean UI: Designed with simplicity and elegance in mind — easy to use even on your first visit. Dark Mode Output: Keeps your eyes comfortable while browsing complex JSON data. Keyboard Friendly: Supports Enter to fetch — no need to click the button every time. No Setup Needed: It's hosted on GitHub Pages, meaning it's always online and ready to use. 🧪 How to Use It https://nurulislamrimon.github.io/jin/ Paste any API endpoint URL into the input box https://jsonplaceholder.typicode.com/users Press Enter or click Fetch Instantly see the JSON response formatted in a beautiful and readable way 🌍 Share-Ready & Discoverable 🧰 Perfect For: Students learning how APIs work QA testers validating JSON structures Anyone who wants a fast and clean way to preview JSON Try It Now Launch Jin Thanks N I Rimon  ( 4 min )
    Introducing Fetch PHP 3.0: JavaScript-like HTTP Requests for Modern PHP Applications
    We're excited to announce the release of Fetch PHP 3.0, a major update to our HTTP client library that brings the intuitive experience of JavaScript's fetch() API to PHP developers. This release represents a significant advancement in how PHP applications can handle HTTP requests, with powerful new features for both synchronous and asynchronous operations. When we first created Fetch PHP, our goal was simple: to bring the elegance and simplicity of JavaScript's fetch API to the PHP ecosystem. Frontend developers have long enjoyed the intuitive nature of fetch() for making HTTP requests, and we wanted backend developers to have the same experience. With version 3.0, we've taken this vision even further by enhancing the library with more powerful features while maintaining the clean, intuiti…  ( 5 min )
    Finding Hidden Comic Book Deals: A TypeScript Scraping Solution
    🐙 GitHub Comic book collectors face a common challenge: getting the best value for their money. While the cover price is straightforward, the actual value can vary significantly when you consider the number of pages in each volume. A $20 comic might contain 100 pages, while another at the same price point offers 400 pages. To solve this practical problem, we'll develop a TypeScript program that calculates and compares the price per page, helping collectors make data-driven purchasing decisions. The complete source code for this project is available on GitHub. Using this approach, I bought four 400-plus-page comics for $85 total, including shipping costs. The implementation focuses on the Wildberries e-commerce platform, which serves Eastern European markets. The code structure is modular,…  ( 7 min )
    Forget uniqueness. Do marketing first.
    Forget uniqueness. Do marketing first. When I launched my idea — a simple SaaS for status pages — someone commented: “You're building the same thing that already exists. Where’s the uniqueness?” And honestly? That’s exactly why I decided to build it. The market already exists. Paying customers already exist. Can I sell it? Can I make money from it? That’s what really matters. There was a time when you could “build → launch → get traffic.” Now, product-first is a trap. Instead: Before writing a single line of code, I: Built a landing page explaining what the idea is, and who it's for Defined pricing (based on competitors and positioning) Started driving traffic Measured how many leads I could get Learned if I could "sell" the idea, even without a working product That’s the real funnel: find traffic → qualify leads → convert → check economics. Not “does the idea have demand?” I’m testing: Can I attract and convert leads in this market? Can I acquire users profitably? Can I turn this into a sustainable business? That’s the difference between a side project and an actual SaaS business. In a big enough market, there's room for dozens of products. Distribution > innovation Marketing > features If you can build a profitable funnel — traffic, conversions, retention — you win. That’s what I’m focused on. The product is secondary — for now.  ( 3 min )
    Building AI Agents with n8n: A Step-by-Step Guide to Automation
    Building AI Agents with n8n: A Step-by-Step Guide to Automation Introduction n8n is a powerful workflow automation tool that enables you to create AI agents for various tasks. In this guide, we'll explore how to build an AI agent using n8n, covering setup, node configuration, and deployment. Basic understanding of n8n Access to an n8n instance (self-hosted or cloud) API keys for any third-party services (e.g., OpenAI, Google Cloud) Start by creating a new workflow in n8n. Add trigger nodes like HTTP requests or scheduled triggers to initiate your AI agent. Connect n8n to AI services like OpenAI or Hugging Face using their API nodes. Configure the nodes to process inputs and generate responses. Use n8n's Function or IF nodes to add conditional logic, enabling your AI agent to make decisions based on input data. Test your workflow thoroughly and deploy it for production use. Monitor performance and refine as needed. With n8n, building AI agents becomes accessible even for non-developers. Start automating tasks today!  ( 3 min )
    Building AI Agents with n8n: A Step-by-Step Guide to Automation
    Building AI Agents with n8n: A Step-by-Step Guide to Automation Introduction n8n is a powerful workflow automation tool that enables you to create AI agents for various tasks. In this guide, we'll explore how to build an AI agent using n8n, covering setup, node configuration, and deployment. Basic understanding of n8n Access to an n8n instance (self-hosted or cloud) API keys for any third-party services (e.g., OpenAI, Google Cloud) Start by creating a new workflow in n8n. Add trigger nodes like HTTP requests or scheduled triggers to initiate your AI agent. Connect n8n to AI services like OpenAI or Hugging Face using their API nodes. Configure the nodes to process inputs and generate responses. Use n8n's Function or IF nodes to add conditional logic, enabling your AI agent to make decisions based on input data. Test your workflow thoroughly and deploy it for production use. Monitor performance and refine as needed. With n8n, building AI agents becomes accessible even for non-developers. Start automating tasks today!  ( 3 min )
    The Key to Control: Navigating Users, Groups, and Permissions
    Table Of Content Introduction What Are Users, Groups, and Permissions? Getting to Know Users Permissions: Who’s Allowed to Do What? Groups: The Cool kid's Club Changing Permissions with chmod Changing Ownership with chown Tips for Fellow Beginners Conclusion Welcome to Day 8 of my 30 day Linux challenge! Today, I’m treating a topic that's important to navigating linux effectively : users, groups, and permissions. If you’re new to Linux like me, these might feel like a mystery, but they’re the key to keeping your system organized and secure. Think of it as deciding who gets the keys to your Linux house and what rooms they can enter. In this article, I’ll break it down in simple terms, share my learning curve, my awkward mistake, and make it fun so you’ll want to keep…  ( 6 min )
    How to Supercharge Your Open Source Projects in Bangalore with Blockchain-based Sponsorship Models
    Abstract: This post explores the exciting convergence of open source development, blockchain-based licenses, and the vibrant tech community of Bangalore. By leveraging innovative token-based funding mechanisms—such as the Open Compensation Token License (OCTL)—and traditional sponsorship channels, developers can secure sustainable financial backing. We outline actionable steps, practical examples, challenges, and future trends in this ecosystem. The post also provides supplementary resources, tables, and bullet lists to guide you on building a successful open source project funded using blockchain technology. The open source world is undergoing a revolution. In Bangalore, one of India’s leading tech hubs, there is a surge of innovative projects that blend traditional sponsorship models wi…  ( 8 min )
    Build RAG by go-doudou And langchaingo
    go-doudou + langchaingo Microkernel Architecture RAG Large Language Model Knowledge Base Practice (Part 1) go-doudou ・ May 4  ( 2 min )
    Mastering PHP's Type Hints: A Comprehensive Guide to Writing Robust Code
    PHP has evolved significantly over the years, transforming from a loosely-typed scripting language into a powerful, modern programming language with features that rival strongly-typed languages. One of the standout features introduced in PHP 5 and enhanced in PHP 7+ is type hints (also known as type declarations). Type hints allow developers to specify the expected data types for function parameters, return values, and class properties, leading to cleaner, more reliable, and maintainable code. In this extensive blog post, we’ll explore the power of PHP’s type hints, why they matter, and how to use them effectively. We’ll cover every aspect of type hints with practical code examples, best practices, and tips for integrating them into your projects. Whether you’re a beginner or a seasoned PH…  ( 9 min )
    Funding Your Blockchain Project: Strategies for Success
    Abstract This post provides a comprehensive, structured guide to funding your blockchain project, detailing various opportunities such as ICOs, STOs, IEOs, venture capital, angel investment, crowdfunding, and grants. We discuss the history, definitions, and technical context behind each funding method. In addition, this post highlights strategies for building a compelling pitch, fostering trust and transparency, and navigating regulatory landscapes. With practical use cases, a detailed comparison table, and bullet lists, this guide is designed in an accessible yet technical tone for both industry professionals and newcomers alike. Blockchain technology continues to redefine how we manage data, finances, and trust in decentralized systems. Securing funding can be as daunting as implementi…  ( 9 min )
    go-doudou + langchaingo Microkernel Architecture RAG Large Language Model Knowledge Base Practice (Part 1)
    Christopher Gower on Unsplash In modern microservice architecture design, modular and pluggable design patterns are increasingly favored by developers. go-doudou, as a domestic Go language microservice framework, provides excellent plugin mechanisms and modular architecture support. This article will explain in detail go-doudou's plugin mechanism and modular microkernel architecture implementation through a practical project based on RAG (Retrieval-Augmented Generation). Microkernel Architecture, also known as Plugin Architecture, is a design pattern that separates core system functions from extension functions. In this architecture: Core System: Provides basic services and mechanisms for managing plugins Plugin Modules: Independently developed, independently deployed, implementing specifi…  ( 10 min )
    How to set named control remotely in q-sys designer
    Short description how to set named control value remotely from the same network. Add Block Controller Add new control Move control to Named Controls section Get NamedControl ID from .xml file (Tools -> Extract Named Controls) Send JSON-RPC to 1710 port { "jsonrpc":"2.0", "id":1, "method":"Control.Set", "params":{ "Name":"Block_ControllerDoor_State", "Value":"0" } } example success response: { "jsonrpc":"2.0", "method":"EngineStatus", "params":{ "Platform":"Emulator", "State":"Active", "DesignName":"DesignName", "DesignCode":"DesignCode", "IsRedundant":false, "IsEmulator":true, "Status":{ "Code":0, "String":"OK - 2 OK" } } }  ( 3 min )
    Detailed Guide to go-doudou CLI Commands
    go-doudou is a powerful Go language microservice development framework that provides rich command-line tools to help developers quickly build, deploy, and manage microservices. This article will detail the usage of various commands and subcommands of the go-doudou CLI tool, and explain them in conjunction with actual examples. For Go versions below 1.17: go get -v github.com/unionj-cloud/go-doudou/v2@v2.5.8 For Go versions >= 1.17, it's recommended to use the following command to install the go-doudou command-line tool globally: go install -v github.com/unionj-cloud/go-doudou/v2@v2.5.8 It's recommended to use the following command to download go-doudou as a project dependency: go get -v -d github.com/unionj-cloud/go-doudou/v2@v2.5.8 ::: tip 410 Gone error, please execute the following c…  ( 15 min )
    How to Donate on Gitcoin: A Comprehensive Guide to Supporting Open Source
    Abstract In today’s rapidly evolving digital landscape, the intersection of blockchain technology and open source development presents a unique opportunity for individuals to support projects that power innovation. This post explores in-depth how to donate on Gitcoin, a leading decentralized platform that connects developers with funding opportunities. We break down the donation process, explain the background of blockchain technology in open source initiatives, detail core concepts and features, and provide practical use cases. We also examine challenges, future outlooks, and best practices for engaging with Gitcoin. Whether you are a tech enthusiast or seasoned developer, this comprehensive guide—complete with step-by-step instructions, curated resource links, tables, and bullet lists—e…  ( 9 min )
    🔗 Parent to Child Communication in LWC Without Message Channels
    In Lightning Web Components (LWC), when your child component is nested inside the parent, you can easily pass data using @api decorated properties. This is the simplest and most direct way to enable communication from parent to child — no need to use Lightning Message Service or Custom Events. 🎯 Use Case Create a parent component with a textbox. As the user types into the textbox, the child component should receive and display the text in real time. The child component is embedded inside the parent. 📐 Final Output 🏗 Folder Structure lwc/ ├── parentComponent/ │ ├── parentComponent.html │ ├── parentComponent.js │ └── parentComponent.js-meta.xml └── childComponent/ ├── childComponent.html ├── childComponent.js └── childComponent.js-meta.xml 👨‍👦 Parent-to-Child Communi…  ( 4 min )
    YAGNI - Software engineering principle
    YAGNI stands for "You Aren't Gonna Need It". This principle focuses on delivering software with limited time and resources. It arises from Extreme Programming, which states that a programmer should not add functionality until it is deemed necessary. It adheres to simplicity and avoids unnecessary complexity. It encourages developers to focus on delivering the simplest solution that meets current requirements, instead of trying to assume future needs. Deadline for requirements not achieved Unused feature or code Bloated and Complex code These problems often comes from assumptions and predictions, that never even needed or happened. 1. Cost of building Time, effort, and resources Includes everything from planning to coding and testing 2. Cost of delays Missed opportunities to deliver feat…  ( 4 min )
    BatchScript: FolderCreatorTool using csv
    🧰 KPT-0002 | Create Folders from an Excel .csv File Using a Simple Batch Script 🔢 Post ID: KPT-0002 If you loved the trick in KPT-0001, here’s an even smoother one — using a .csv file instead of a .txt. We’ll still use the same .bat file approach, but this time we’re giving users the power of Excel + CSV to manage folder paths quickly. Uses a .csv file containing folder paths (e.g., India\Assam\Kamrup) Runs a lightweight .bat script to create those folders instantly Works on any Windows PC — no installations, no admin rights, no extras 🖱️ Just double-click the .bat file 🎉 Boom! Your folders appear like magic 🗃️ It's automation, the old-school way — fast, clean, and offline In government offices (like mine!), most Excel files look like this: State District Assam Kamrup Assam Jorhat Assam Sivasagar Assam Dibrugarh Assam Nagaon But our batch script can’t work with two columns — it needs a single folder path like: India\Assam\Kamrup India\Assam\Jorhat India\Assam\Sivasagar Here’s a quick Excel formula that combines columns into paths: If your data is in columns A and B: =TEXTJOIN("\", TRUE, "India", A2, B2) Or, for older Excel: ="India\" & A2 & "\" & B2 💡 Paste this in Column C and drag down — copy the result into a .csv, and you’re done. 📄 Download example_government_folder_data.csv This CSV method is great for: Government departments Office record keeping Anyone organizing district/state-wise data It brings your Excel database to life in your Windows folders. 📁 Download Script & Sample CSV (.ZIP) 📚 Explore more tools: ━━━━━━━━━━ 𖤓 THE KRITTIKA PROJECT 𖤓 ━━━━━━━━━━ ✍️ Written by Amaljit Bharali | ☄️ Krittika Guides Me | The Rover Builds | 2025  ( 3 min )
    Faster, Stable Trajectory Clustering: New Algorithm Unveiled
    This is a Plain English Papers summary of a research paper called Faster, Stable Trajectory Clustering: New Algorithm Unveiled. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. New algorithm for efficient trajectory clustering using split-and-merge approach Focuses on stability and computational efficiency Improves upon traditional DBSCAN methods Handles both whole and sub-trajectory clustering Achieves linear time complexity Trajectory clustering helps organize paths that moving objects take into meaningful groups. Think of watching birds migrate - some take similar routes while others diverge complete... Click here to read the full summary of this paper  ( 3 min )
    A Comprehensive Guide to Object-Oriented Programming (OOP) Concepts Introduction
    Object-Oriented Programming, commonly known as OOP, is a programming approach that organizes code around objects rather than actions. This paradigm has become a cornerstone in modern software development because it helps developers manage complexity, reuse code, and create scalable systems. In this article, we’ll explore the fundamental concepts of OOP—classes, objects, inheritance, encapsulation, abstraction, and polymorphism. By the end, you’ll have a clear understanding of these key principles and how they work together to create robust software. Let’s start with the basics: classes and objects. Think of a class as a blueprint for creating objects. It defines what an object will look like and how it will behave. A class is like a recipe—it tells you what ingredients (attributes) you nee…  ( 6 min )
    Understanding Polymorphism in Python: A Comprehensive Guide
    Introduction Polymorphism is one of the most powerful and flexible features in Object-Oriented Programming (OOP). While inheritance might be the most unique aspect of OOP, polymorphism is arguably its most powerful tool. But what exactly is polymorphism, and how does it work in Python? In this article, we'll break down the concept, explain how it works with examples, and show you how to use it effectively in your own code. The term "polymorphism" comes from the Greek roots "poly," meaning "many," and "morph," meaning "form." In the context of programming, polymorphism refers to the ability of a variable, function, or object to take on multiple forms. Essentially, it allows different classes to be treated as if they are instances of the same class through a common interface. Consider a sc…  ( 5 min )
    When and Where to Use Inheritance in Python
    Introduction Inheritance is one of the most powerful features of Object-Oriented Programming (OOP), allowing developers to create a hierarchical relationship between classes, promote code reuse, and follow the DRY (Don't Repeat Yourself) principle. However, as powerful as inheritance is, it’s not always the right tool for the job. Misusing inheritance can lead to complex, hard-to-maintain code. In this article, we’ll explore when and where you should use inheritance in Python, helping you make informed decisions in your software design. Before diving into when and where to use inheritance, it’s important to understand its primary purposes: Code Reuse: Inheritance allows you to reuse existing code by extending or modifying it in a new class, saving you from writing redundant code. Hierarc…  ( 5 min )
    Understanding Inheritance in Python: A Comprehensive Guide
    Introduction Inheritance is often considered the "holy grail" of Object-Oriented Programming (OOP). While many programming languages offer features like encapsulation and abstraction, inheritance is a powerful feature unique to class-based languages like Python, Java, and Ruby. In this article, we’ll dive deep into what inheritance is, how it works, and when you should use it. By the end, you’ll have a solid understanding of inheritance and how to apply it effectively in your own projects. Inheritance is a feature in OOP that allows one class, known as the "child" class, to inherit attributes and methods from another class, referred to as the "parent" class. This means that the child class can use all the features of the parent class, reducing the need to write redundant code. Inheritanc…  ( 6 min )
    How Major Tech Companies Use Abstraction and When You Should Too
    Introduction Abstraction is a powerful concept in software development that allows developers to manage complexity by hiding unnecessary details and exposing only what is essential. It's a cornerstone of Object-Oriented Programming (OOP) and is used extensively by major tech companies to build scalable, maintainable, and efficient software systems. In this article, we'll explore how tech giants like Google, Facebook, and Amazon leverage abstraction in their software architecture and provide practical advice on when and how you should use it in your own projects. Google's software systems are vast and complex, with countless interconnected components and services. Abstraction is key to managing this complexity. For example, Google's internal APIs are designed with abstraction in mind, all…  ( 5 min )
    Understanding Abstraction in Python: Simplifying Complexity
    Introduction Abstraction is one of the core concepts in Object-Oriented Programming (OOP) and software development in general. It’s a powerful tool that allows developers to manage complexity by hiding unnecessary details and exposing only what’s essential. But how does abstraction differ from encapsulation, and why is it so important? In this article, we’ll explore the concept of abstraction, how it works in Python, and why it’s crucial for writing clean, maintainable code. At its core, abstraction is about creating a simple interface for complex behavior. It allows developers to interact with a system or component without needing to understand the intricate details of how it works. By focusing on what is necessary and hiding the rest, abstraction reduces complexity and makes software e…  ( 6 min )
    How Major Tech Companies Use Encapsulation and When You Should Too
    Introduction Encapsulation is a fundamental concept in Object-Oriented Programming (OOP) that helps manage complexity, improve code organization, and make software easier to maintain. But how do the biggest tech companies—like Google, Facebook, and Amazon—use encapsulation in their vast and complex codebases? In this article, we'll explore how these industry giants leverage encapsulation, and we’ll also discuss when and how you should use it in your own projects. Google: Simplifying Complex Systems By hiding the internal workings of a module or service, Google allows its engineers to focus on specific tasks without needing to understand the entire system. This makes it easier to manage large teams where different groups work on different parts of the system. Encapsulation also helps with…  ( 5 min )
    Encapsulation in Python: Understanding the Basics
    Introduction When you first hear about encapsulation in programming, it might sound like it’s related to security—hiding data away to keep it safe. However, in the context of Object-Oriented Programming (OOP), encapsulation is more about organization and managing complexity. In this article, we’ll explore what encapsulation really means in Python, why it’s important, and some common misconceptions about it. Encapsulation is the practice of bundling the data (attributes) and the methods (functions) that operate on the data into a single unit, usually a class. It’s a way to hide the inner workings of a class from the outside world, exposing only what’s necessary. Think of it as creating a "black box" where the internal details are hidden, and users only need to know how to interact with th…  ( 5 min )
    I plan on making things right for people that are being abused by other human beings if that's what you want to call them anyway
    A post by Shane Mellwig  ( 3 min )
    Handling asynchronous validators and mutually dependent fields using Isomorphic-validation library.
    In the previous video Quick introduction to isomorphic-validation javascript library I demonstrated how quickly a user-friendly form can be created with UI effects connected to fields' validity states. This is the second part in which I wanted to touch: working with asynchronous validators; conditional execution of validators; handling password and password confirmation fields. See the playground with the code from the video. In this video I showed how a typical sign-up logic can be implemented such as checking an e-mail for being already occupied before submitting a form to create a new account. Asynchronous validators are handled in the same way as synchronous, you only need to keep in mind that their execution takes time. We are simply playing with timings to create UI effects such as showing loaders/spinners while a request is being processed. It is recommended to execute asynchronous validators conditionally when they are mixed with synchronous. For that, this library provides a feature that implements a simple logic: following validators can not be "valid" without the preceding being "valid", therefore it is not necessary to execute them. For example, it doesn't make sense to make a request to the server to check if an e-mail already registered if it doesn't conform to the E-mail format. Also, you don't have to worry about an async validator retrieving an irrelevant result if the user keeps typing while the request is being processed. The library handles such edge cases for you. Handling fields with validity states depending on each other, such as password and password confirmation, is as easy as handling one field. Also, if you need to implement the logic of one field depending on another it is possible using an auxiliary Validation object.  ( 3 min )
    🔄 Real-Time Text Sharing Between LWC Components Using Lightning Message Service (LMS)
    In Salesforce Lightning Web Components (LWC), when you want to communicate between independent components (not parent-child), the best tool is Lightning Message Service (LMS). In this blog post, we'll build a real-time text sharing example where: One component (textPublisher) lets the user type a message. Another component (textSubscriber) receives and displays the message instantly. These components are not nested and exist independently on the same page. Lightning Message Service (LMS) MessageContext, publish, and subscribe methods Two LWC components (not parent-child) Visualforce page or App Builder for demo force-app/ └── main/ └── default/ ├── messageChannels/ │ └── TextMessageChannel.messageChannel-meta.xml ├── lwc/ │ ├── textPublisher/ …  ( 4 min )
    Building an Angular Developer Career Path: From Junior to Architect
    Building a successful Angular developer career involves progressing through clearly defined roles-from Junior Developers mastering fundamentals like TypeScript and components, to Mid-level developers independently owning features, to Senior positions and Architects who combine technical mastery with leadership capabilities. This career path offers advancement opportunities through certifications, specialization in areas like performance optimization or security, and networking within the developer community, with Angular's enterprise focus ensuring strong demand and competitive salaries across industries. The Angular career ladder typically unfolds across three main rungs: Junior, Mid-level, and Senior Developer, with opportunities to progress into roles like Architect or Team Lead. Each s…  ( 7 min )
    Wake Lock API to Prevent Screen Dimming
    An In-Depth Exploration of the Wake Lock API to Prevent Screen Dimming Introduction The Wake Lock API is an essential web technology that allows developers to prevent devices from dimming or locking the screen while specific tasks are ongoing. This API is crucial in scenarios such as video conferencing, gaming, and automotive applications where uninterrupted screen visibility is imperative. This comprehensive guide aims to provide an exhaustive exploration of the Wake Lock API, covering its historical context, technical implementation, edge cases, performance considerations, debugging techniques, and real-world applications. Screen dimming and locking behaviors have historically presented challenges for web developers, particularly on mobile devices. Users expect their screens…  ( 6 min )
    What Developers Can Learn from Designers
    (And Why It Might Make You a Better Coder Than Learning Another Framework) Let’s be honest — developers and designers haven’t always played nicely. One lives in the world of logic, syntax, and structure. The other deals in color, flow, and feel. Developers chase performance and function; designers obsess over whitespace and emotional resonance. It’s easy to see why the two camps often stay in their lanes. But here’s the secret nobody talks about: the best developers steal from designers all the time. Not pixel-for-pixel, but in mindset. In empathy. In approach. Because writing good code is only part of the job — making something people actually enjoy using? That’s where the magic happens. And designers get that instinctively. So, what exactly can developers learn from designers? A lot more…  ( 5 min )
    User and Group Management in Red Hat Linux
    Welcome to Day 21 of the 30 Days of Linux Challenge! Today I focused on one of the most fundamental sysadmin tasks: managing users and groups. If you’re running multi-user servers, managing team access, or securing a Linux system, user and group management is at the core of everything. Why User Management Matters Add a New User Add User with Home Directory and Comment Modify a User Lock/Unlock a User Delete a User Group Management View User and Group Details Create a Sudo User Try It Yourself Real-World Scenarios Why This Matters In a multi-user system: Everyone needs secure, isolated access Permissions are tied to users and groups Services run under user IDs (UIDs) Good user management = better control, security, and scalability. sudo useradd ali This: Adds user to /etc/passwd Sets home directory, shell, and default group sudo useradd -m -c "John Doe" johnd Flags: -m → create home directory -c → add a description/comment Change username: Move home directory: Lock: Unlock: Useful for temporarily suspending accounts. sudo userdel -r johnd -r: removes home directory too Create a new group: sudo groupadd developers Add user to group: List user’s groups: Change primary group: File Description View a user's entry: sudo useradd alice sudo passwd alice sudo usermod -aG wheel alice Red Hat-based systems use the wheel group for sudo access. sudo useradd -m testuser sudo passwd testuser sudo groupadd testers sudo usermod -L testuser sudo userdel -r testuser Scenario Tool/Command Add a new developer useradd, passwd, groupadd Add user to project groups usermod -aG Create a sudo admin usermod -aG wheel Temporarily suspend user usermod -L Cleanly remove a user userdel -r Linux permissions, access control, and identity management all revolve around users and groups. As a sysadmin or DevOps engineer, you’ll: Onboard and offboard users Grant precise access to services Protect systems from unauthorized entry Mastering user management is foundational to secure and efficient Linux administration.  ( 4 min )
    Ethical Design in the Digital Era: How to Develop Trust, Rather Than Interfaces
    Would You Continue to Use That App If You Knew That It Was Tracking You? A few months ago, a good friend of mine told me that she removed her favorite health tracking app. I was surprised—it was simple, well-rated, and full of bells and whistles. But when I asked her why, she told me something that stuck with me: That's when it struck me—we're no longer just creating interfaces. What Is Ethical Design? It means asking: Are we collecting just what we require? Are we explaining clearly or sneaking it in in the small print? Are we empowering the user—or exploiting them? Why Ethical Design Matters More Than Ever Here's why: Trust online is easily broken. The wrong experience can cost a user for life. People are informed. Because of tactics like Cambridge Analytica, citizens care about how their data is being used. Regulations are piling up. GDPR, CCPA, and more are holding products accountable. If your design relies on underhanded tactics, it's only a matter of time before users catch on. 5 Practical Tips for Ethical, People-First Design Prioritize Consent Remove Dark Patterns Design for Control Be Transparent Respect User Attention A Better Digital Future Starts with Design Imagine a world in which: Apps ask first before they track. Notifications respect your time. Each click inspires trust, not regret. That's the world that good design can bring. What You Can Do Today: Examine your current design: Is it manipulative or confusing? Engage real users in feedback loops—not data alone. Stand up within your organization. One voice sparks change. Question for you: What's one app you stopped using because it was exploitative? Leave a comment—let's spread awareness together.  ( 4 min )
    Why 100 lines of code is sometimes better than 2 lines of code
    In the world of programming, there's often a race to write the most "concise" or "clever" code. But sometimes, trying to squeeze logic into as few lines as possible can actually hurt more than help. Let's talk about why writing 100 lines of clean, readable code is often better than a 2-liner magic trick, with real-world examples to back it up. ** ** "If I can do this in 2 lines, why write 100?" But here’s the truth: Short code is not always readable It’s harder to debug It's often less maintainable It usually lacks context, error-handling, and clarity Let’s look at some real-life analogies and coding scenarios to understand this better. Let's give some data: You can code minesweeper with less than 100 lines of code. To code Windows 10, you need over a million. The amount of lines …  ( 4 min )
    10 Unique Elixir Language Features Not Present in JavaScript
    JavaScript is a versatile and widely-used language, especially in web development. However, when it comes to functional programming, concurrency, and fault tolerance, Elixir introduces several advanced features that JavaScript simply doesn’t natively offer. Built on the Erlang VM, Elixir is designed for scalability, maintainability, and high availability — making it a compelling choice for developers seeking robust and elegant solutions. In this article, we’ll explore 10 powerful language features in Elixir that are either missing or poorly supported in JavaScript, along with their advantages and potential workarounds in the JavaScript ecosystem. 1. Pipe Operator (|>) 2. Pattern Matching 3. Immutable Data by Default 4. Function Clauses / Pattern Matching in Function Heads 5. Guards in Func…  ( 11 min )
    Archaeology Meets Artificial Intelligence: A New Era of Exploration
    Artificial Intelligence (AI) is reshaping the way we dig, discover, and decode the past. From satellite imagery analysis to artifact recognition, AI is transforming archaeology into a dynamic, data-driven discipline. This fusion marks the dawn of a new era—one where algorithms are just as crucial as excavation tools. Before diving into AI’s role, it’s essential to understand the limitations that have traditionally held archaeology back. Field excavations are labor-intensive, time-consuming, and expensive. Many sites take years, sometimes decades, to fully unearth and understand. Furthermore, only a fraction of potential archaeological sites have ever been explored—leaving countless treasures buried and untouched. Once artifacts are uncovered, interpreting them requires a deep understanding…  ( 7 min )
    Hackathon Diaries: Building Lets-Collab with Django, React, and Permit.io
    This is a submission for the Permit.io Authorization Challenge: API-First Authorization Reimagined Lets-Collab is a full-stack web application that enables users to collaborate on projects and tasks while enforcing strict access control policies. The app supports two main user roles: Admins (e.g., admin users) can access all resources, including creating projects, managing tasks, and viewing audit logs to track user actions. Members (e.g., newuser): Can list projects, create tasks within those projects, but are restricted from accessing audit logs. Here’s a breakdown of the key features: Project and Task Management: Users can create and list projects and tasks via a clean React frontend. The backend, built with Django and Django REST Framework, exposes APIs (/api/projects/, /api/tasks/, /…  ( 6 min )
    Understanding Blockchain: The Mechanics Behind the Revolution
    Abstract This post explores blockchain technology in depth—from its core architecture and distributed ledger design to its varied applications, challenges, and promising future. We will examine key concepts such as decentralization, consensus mechanisms, smart contracts, and blockchain’s impact on industries like supply chain management, healthcare, and finance. In addition, the post integrates insights from recent development in blockchain interoperability and open source funding, along with practical examples and comparisons through tables and bullet lists. By linking to authoritative resources such as IBM’s blockchain overview, Ethereum documentation, and articles from Coindesk, we aim to provide a clear, technical yet accessible guide for developers, business leaders, and curious rea…  ( 9 min )
    The Elegant Art of Killing 'unsafe-inline' in Your CSP
    If you've ever opened your browser console on your "totally secure" website and witnessed a barrage of Content-Security-Policy warnings, welcome to the club. And if your CSP contains the infamous unsafe-inline directive – we might just share a drink at the next security conference. Just make sure to hide that drink from the actual security experts. Let's be honest: not every website needs to obsess over eliminating unsafe-inline. If you're running a simple blog or a five-page brochure site with zero user data and no admin panels, you probably have bigger fish to fry. The security purists might disagree (they always do), but pragmatism has its place in web development. However, if you're handling sensitive user data, have authentication systems, run an e-commerce platform, or face complianc…  ( 5 min )
    Main difference between struct and class.
    The main difference between structs and classes in Swift lies in the way they store and manage data (value type vs. reference type), as well as additional features that only classes have. Here are the main differences: Data Storage value type(independent copy) Example: var a1 = b1 creates a new copy class Example Value Type (struct): struct Person { var name: String } var person1 = Person(name: "Andry") var person2 = person1 person2.name = "Budi" print(person1.name) // Andry print(person2.name) // Budi Example Reference Type (class): class Person { var name: String init(name: String) { self.name = name } } var person1 = Person(name: "Andry") var person2 = person1 person2.name = "Budi" print(person1.name) // Budi print(person2.name) // Budi 2.Inheritance Example: class Animal { var name: String = "Unknown" } class Dog: Animal { var breed: String = "Bulldog" } 3.Deinitializers class MyClass { deinit { print("Object is being deallocated") } } 4.Mutability (Data Changes) struct Counter { var count = 0 mutating func increment() { count += 1 } } If you're building a Swift/iOS app, most data models can simply use structs. But for UI components and complex logic with inheritance, classes are more appropriate.  ( 3 min )
    Full stack development 2025
    In this post I dive into the evolution Full stack development. Link to blog post  ( 2 min )
    Refactoring a Messy Codebase: Lessons I Learned
    One of the most underrated but critical skills for developers is the ability to refactor messy code—not just making it work, but making it better. Recently, I worked on a project where I had to dive into a poorly structured codebase with inconsistent patterns, unnecessary complexity, and minimal documentation. Here's what I learned from that experience and how you can approach your next messy project with more confidence. Before diving into solutions, it's important to identify the problems. In my case, the issues included: Duplicated logic scattered across files Inconsistent naming conventions Long, unreadable functions Lack of separation of concerns (e.g., business logic mixed with UI logic) No clear module or folder structure Zero documentation or inline comments It wasn’t broken, but i…  ( 4 min )
    Hello DEV! From Graphic Design to Data Analytics (with coffee & chaos)
    Hey devs 👋 🧩 Who am I? Now learning to wrangle data like it's my side hustle (oh wait—it is) Currently juggling distance learning, freelancing, and learning SQL/Python/Excel like my career depends on it (because it does) 🎯 Why I'm here: 🛠️ Tech I'm Learning: 💬 Random facts: I once taught 10th graders basic computers during my 12th board prep. Stress was real. GPT yells at me for being lazy—and it’s right Let’s connect! Drop your favorite learning resource or share your data journey in the comments 👇 Excited to be here 🙌 dev #dataanalytics #careerchange #learning #introduction  ( 3 min )
    🚀 Update: create-node-spark CLI Gets Major Boost!
    Hey devs! create-node-spark, to make scaffolding Node.js projects even better. Refactored folder structure: src/config, src/controllers, src/middleware, src/models, src/routes Added ESLint integration → instant clean code More production-ready Creates a scalable Node.js backend in seconds. Asks just three questions: use auth, use monitor, use ESLint. Outputs a ready-to-run project, so you can skip setup and focus on building. Try it now! npx create-node-spark ⭐ Repo: GitHub I’d love feedback, stars, and ideas for the next update!  ( 3 min )
    Youtube API Project
    📊 YouTube API – Data Warehouse & Analytics Solution This repository demonstrates a complete data pipeline that extracts data from the YouTube Data API, models it using the Medallion Architecture, and delivers business-ready insights via Grafana dashboards. This project implements a modern analytics pipeline with: Medallion Architecture: Structured into Bronze, Silver, and Gold layers for scalable data processing. ETL Workflows: Automated extraction, transformation, and loading using Apache Airflow. Data Modeling: Dimensional modeling in PostgreSQL for optimized querying. Dashboards: Real-time reporting using Grafana, powered by SQL. PostgreSQL – Central data warehouse Apache Airflow – Workflow orchestration Grafana – Real-time data visualization Linux VM – Compute environment for pipeli…  ( 3 min )
    Turning Tuples Mutable — Beyond list()
    We all know that Python tuples are immutable—once created, you can't change their values directly. But what if you need to change their content? Most tutorials will tell you: t = (1, 2, 3) mutable_version = list(t) Sure, this works. But let's explore other techy and creative ways to work with immutable data by transforming or decomposing tuples—without always falling back to a boring list(). Sometimes, you need both index and value. Dictionaries are mutable and can be a neat transformation: t = ("apple", "banana", "cherry") d = dict(enumerate(t)) d[1] = "blueberry" print(tuple(d.values())) # ('apple', 'blueberry', 'cherry') Useful if you're working with positional elements and need to mutate by index. Another way is to decompose the tuple manually: a, b, c = (10, 20, 30) b = 200 t_new = (a, b, c) print(t_new) # (10, 200, 30) Simple but powerful — and keeps the tuple form intact. You can even use *args if you don’t know the length in advance. collections.namedtuple (Bonus Tip!) Want tuples with names and some flexibility? from collections import namedtuple Point = namedtuple('Point', ['x', 'y']) p = Point(1, 2) p = p._replace(x=10) print(p) # Point(x=10, y=2) You’re still using an immutable structure, but _replace lets you mutate-like-update with elegance. Yes, list() is the go-to way, but you can also: Convert to dict if indexes matter. Unpack and rebuild for control. Use namedtuple and _replace() for readable, structured code. Next time someone says "just convert it to a list", hit them with these smarter tools. 😉  ( 3 min )
    Ads, why they keep the internet running
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    Batch export database tables to Excel
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    A Comprehensive Guide to React Rendering Behavior
    What is Rendering in React? Rendering is the process of React asking your components to describe what they want their section of the UI to look like, now, based on the current combination of props and state. Think of React components as chefs in a kitchen, preparing dishes based on specific recipes (props and state). React acts like a waiter, taking orders from customers and bringing them their meals. This process involves three key steps: Triggering a render (taking the guest's order) Rendering the component (preparing the order in the kitchen) Committing to the DOM (serving the order to the table) There are two main reasons why a component would render: Initial render - When your app first starts State updates - When a component's state (or one of its ancestors' state) changes When you…  ( 8 min )
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    ALERT : Writers Jobs are in RISK
    Now, ChatGPT can convert TRPG(Text based Role Playing Game) into Novels, Stories and e.t.c GPT can generate an full-fledged story or novel without ==Prompt Engineering== Prompt (Basic) : AI, let's play RPG. My role : Name : Role : Your role : Name : Role: Scenario: On a Grass land in country side or After playing AI save the rpg we played into an story. Title : Description: Book cover hints/Ideas : Make story proper, ordered , understandable and long. If you want , you can publish it to Wattpad or save as PDF. ⚠️ WARNING ⚠️ : TAI-RPG(Text based AI Role Playing Games) are addictive. Increases levels of Dopamine. It can lead to Identity disorder if consumed in heavy doses. 🚨 NOTE 🚨 : The proof and demo is published on the wattpad platform. BOOK : https://www.wattpad.com/story/393892005-ai-in-real-body  ( 3 min )
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    How to Use AI in Go with LangChainGo (Very Easy!)
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    🧠 Monitor Your Full LAMP Stack with ELK + Metricbeat (No Guesswork, Just Data)
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    🛡️ Blog – Multi-Factor Authentication (MFA): Your Critical Second Layer of Defense
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    Zuckerberg Predicts AI Could Replace Human Coders in 18 Months
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    How to NOT do monorepos
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    My Journey into AI: Understanding the Building Blocks of Artificial Intelligence
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    🧾 Build Your Own Modern Resume Builder with HTML, Tailwind CSS & JavaScript
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    Chipotle Menu 2025 Fresh, Customizable, and Flavor Packed Meals
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    Mastering MCP Servers: The Complete Guide to Modded Minecraft Hosting
    Mastering MCP Servers: The Complete Guide to Modded Minecraft Hosting Introduction MCP (Mod Coder Pack) servers revolutionize Minecraft by enabling deep customization through mods and plugins. This guide covers everything from setup to advanced modding techniques. Full Code Access: Decompile and modify Minecraft's core code Mod Integration: Support for Forge and Fabric mods Custom Gameplay: Create unique mechanics and features Prerequisites Java Development Kit (JDK) Latest MCP release Minecraft server files Installation Process # Example decompilation command ./decompile.sh --version 1.12.2 Mod Installation Place mod .jar files in /mods folder Configure mod dependencies Mod Name Category Description Create Engineering Advanced mechanical systems Twilight Forest Adventure New magical dimension Applied Energistics 2 Technology Digital item storage JVM Arguments Optimization -Xmx4G -Xms2G -XX:+UseG1GC Network Tweaks Adjust max-tick-time in server.properties Enable TCP_NODELAY Common Issues: ClassNotFound errors → Check mod versions Memory leaks → Monitor with VisualVM MCP servers offer unparalleled freedom in Minecraft. With this guide, you're ready to build your perfect modded experience!  ( 3 min )
    LangGraph + MCP + Ollama: The Key To Powerful Agentic AI
    In this story, I have a super quick tutorial showing you how to create a multi-agent chatbot using LangGraph, MCP, and Ollama to build a powerful agent chatbot for your business or personal use. Not Long Ago, I made a video about the Model Context Protocol. Some developers compare it to “Zapier built for AI”, believing it simply adds extra steps to API usage. “ Before MCP, developers had to write code and connect AI tools to external systems through APIs, meaning each integration needed to be coded up front. ” Said John Rush Although MCP was released last year, it has suddenly become popular recently, which has also sparked discussions about how long its “flowering period” can last. LangChain also launched a vote on x: The results showed that 40.8% of people believed that MCP was the futur…  ( 13 min )
    Ngoding PHP! Masih relevan di tahun 2025?
    Mau ngoding pakai stack mana lagi? Ngoding PHP atau Framework? Gampang! suruh ai beresin dari awal sampai akhir.. pokoknya dibikin gampang.. semua sudah mendewakan AI (kalo Ai itu illustrator) untuk segala jenis permasalahan..  ( 3 min )
    Building a Bulletproof E2E Testing Strategy for User Authentication
    Building a Bulletproof E2E Testing Strategy for User Authentication Authentication is the gateway to your application, making it critical to test thoroughly. Here's how to build a comprehensive testing strategy for auth flows. Registration typically involves: Form validation Account creation Email verification Initial profile setup The verification step tends to be the trickiest. We've developed a streamlined approach using dedicated testing mailboxes that reliably receive verification emails, making our tests deterministic instead of flaky. Test various scenarios: Successful login Invalid credentials Account lockout Password recovery MFA adds complexity: SMS verification Authenticator apps Email codes Recovery methods This often breaks automation due to email dependencies. Our solution involves pre-provisioned mailboxes that can be programmatically checked for reset links. Isolate email dependencies: Use a separate email testing system rather than production email providers. Create isolated test accounts with predictable states Test security boundaries, not just happy paths Simulate API failures intentionally I've compiled these practices while working on a massive authentication system overhaul. The email verification part was solved with a specialized system — those interested in a similar approach can check my setup (hint: it involves omypost). What authentication edge cases have you found important to test? Let me know in the comments!  ( 3 min )
    Automation Pitfalls That Slow Down Your Testing Cycle
    5 Automation Pitfalls That Slow Down Your Testing Cycle Test automation should accelerate development, but certain bottlenecks can nullify these gains. After working with dozens of QA teams, I've identified the most common automation pitfalls. Inconsistent environments lead to inconsistent results. Containerization helps, but doesn't solve everything. Perhaps the most notorious bottleneck. Tests that need to validate email verification flows often: Rely on actual inbox access Need to parse verification codes Break when email delivery is delayed Require complex maintenance We solved this by implementing a dedicated testing mailbox system (similar to what I found at omypost.com), allowing us to generate unlimited testing inboxes on demand. Third-party APIs often impose rate limits that throttle your tests. Creating, maintaining, and cleaning test data consumes excessive resources. Running tests sequentially wastes precious time. Of all these pitfalls, email verification testing offered our greatest efficiency gain. By switching to a dedicated email testing service, we: Eliminated manual account creation Automated verification code extraction Ensured reliable email delivery Scaled tests without hitting provider limits What automation bottlenecks have you overcome? Share your experiences below!  ( 3 min )
    Movement DAO
    The Rise of Decentralized Builders: My Journey from Zero to Web3 Hello world, I’m Ko Kyat — founder of Movement Network and a self-taught Web3 builder from Myanmar. I started with zero knowledge in coding, no formal degree, and no funding. Today, I’m building a DAO, token infrastructure, and decentralized tools that empower creators across the world. What this post will cover: Whether you’re a builder, dreamer, or curious explorer — welcome aboard. Let’s create the future together. Follow me: https://movementnetwork.xyz • X (Twitter): @hazelellie538  ( 3 min )
    Testing Productivity: Breaking Through the Email Verification Bottleneck
    Testing Productivity: Breaking Through the Email Verification Bottleneck The Challenge of Scale in Test Automation Last sprint, our QA team faced what seemed like a simple task: validate a new authentication flow across multiple user types. The actual challenge? Creating and managing hundreds of unique email accounts to receive verification codes. This isn't a new problem. Most testing teams have cobbled together some solution - spreadsheets of Gmail accounts, disposable email services, or complex self-hosted systems. But at scale, these approaches fall apart: Manual creation becomes unsustainable Temporary services get flagged as suspicious Email delivery becomes inconsistent Verification codes arrive too slowly or not at all We needed something reliable yet simple. After som…  ( 4 min )
    Formatting Text: Bold, Italic, Underline, and More
    Introduction Text formatting plays a crucial role in emphasizing important information, improving readability, and guiding the reader's attention across your webpage. In HTML, you have various tags specifically designed to format text without relying on CSS initially. In this blog, we’ll explore how to make text bold, italic, underlined, and introduce other formatting tags realistically used in modern web development. Emphasizes Key Points: Important phrases or actions stand out. Enhances Readability: Well-formatted content is easier to scan. Improves Accessibility: Screen readers can identify emphasized text when proper semantic tags are used. Adds Semantic Meaning: Helps search engines understand the significance of content. Tag Purpose Example Use Case Bold text (visual only) Highlight keywords Important text (semantic bold) Emphasizing critical warnings Italic text (visual only) Styling foreign words Emphasized text (semantic italic) Emphasizing an important phrase Underlined text Denoting links or special text Highlighted text Highlight search terms Smaller text size Fine print or disclaimers Deleted text (strikethrough) Show old price in pricing tables Inserted text (underlined) Track changes or edits Subscript text Chemical formulas Superscript text Footnotes, exponents Syntax using : This is a bold word in a sentence. : This is a very important announcement. : He said it was a fait accompli. : You must complete the project on time. Has semantic meaning: Emphasis on "must". 🔗 👉 Click here to read the full Blog on TheCampusCoders  ( 4 min )
    Working with Headings: h1 to h6 Explained
    Introduction Headings are one of the first building blocks you use when structuring a webpage. They are crucial for organizing content, guiding users, and helping search engines understand your page's hierarchy. But using headings properly isn’t just about making text bigger or bolder — it's about semantic structure, accessibility, and SEO (Search Engine Optimization). In this guide, we’ll explore everything you need to know about HTML headings: from h1 to h6, including best practices, real-world examples, and common mistakes. Definition: Headings in HTML are special tags ( to ) used to define the titles or subtitles of a page section. Each heading level represents a different level of importance, with being the highest and the lowest. Syntax Example: Main Title Subsection Title Smaller Subsection Visual Structure: Break up large blocks of text, making pages easier to scan. Semantic Meaning: Give meaning to the page content hierarchy. Accessibility: Assist screen readers and assistive technologies to navigate content quickly. SEO Benefits: Search engines prioritize content structure when ranking pages. h1 to h6 Heading Tag Typical Use Case Importance Level Main page title Highest Main section heading High Subsection under an Medium Subsection under an Low Minor subsections, rarely used Lower Least important section headings Lowest 🔗 👉 Click here to read the full Blog on TheCampusCoders  ( 4 min )
    Github Repository Analyzer
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line A web application that analyzes GitHub repositories and generates comprehensive documentation about their features, functions, and structure. API-Based Analysis: Uses GitHub's API to analyze repositories without local cloning Repository Overview: Provides basic information about the repository (stars, forks, etc.) Code Analysis: Identifies key functions and classes in the codebase Technology Detection: Automatically detects programming languages and frameworks Structure Visualization: Displays the repository's directory structure Documentation Export: Generates downloadable Markdown documentation Code Repository https://github.com/dwarshb/github-repository-analyzer/ Prompt: For reference - You can check the AmazonQ.md  ( 3 min )
    AI Terms
    Weights Biases Hyper parameters Feed-forward propagation Back propagation Activation functions L1 and L2 Regularisation Gradients  ( 2 min )
    How I Automated OBS Streaming with JavaScript (And Saved Our Office Hours of Setup Time)
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    Rusty Cascading Style Sheets - The next big CSS preprocessor?
    Github Repo Rusty Cascading Style Sheets (RCSS) is a CSS preprocessor with rust syntax! (It is also similar to a LOT of other langs out there, go check it out!) Example Syntax: use common::variables::*; let var: “40px”; fn padding() { padding: 10px; } .container { width: 50%; padding(); &:hover { padding: &var; } }  ( 3 min )
    The Future of AI: Are We Hitting the Limits of Scaling Laws?
    In recent years, AI has taken a giant leap forward, especially with large language models (LLMs). The trend has been clear: bigger models, more data, and increased computing power lead to better performance. But are we reaching the end of this scaling journey? In this article, we explore the scaling laws debate and what it means for the future of AI. Scaling laws have driven AI improvements, but limits may be approaching. Larger models require more data and compute, but diminishing returns are a concern. New paradigms in AI, like reasoning models, may redefine scaling. The journey of LLMs began with OpenAI's release of GPT-2 in 2019, which had 1.5 billion parameters. Then came GPT-3, a game-changer with over 100 times the parameters of its predecessor. This marked the start of the sc…  ( 5 min )
    Navigating the Complexities of Government Funding: A Technical & Holistic Perspective
    Abstract: Government funding is an ever‐challenging cornerstone for national development and public services. This blog post dives into the multifaceted world of public finance—from economic and political challenges to innovative solutions using technology and open-source methodologies. We analyze the obstacles, discuss historical background, and demonstrate use cases and future trends in government funding. With technical insights and actionable steps, we explore dynamic tax policies, public–private partnerships, and blockchain-based transparency to promote sustainable funding. The discussion is enriched with tables, bullet lists, and relevant hyperlinks including references to government funding issues, taxation, and other authoritative resources, as well as insights from trusted Dev.to…  ( 8 min )
    Presale Managers: Increasing Margins and Driving IT Companies Toward Success
    In project management, each stage of the project lifecycle plays an important role. One of the most critical but often underestimated stages, in my opinion, is presale. This is the phase when the company interacts with the client, gathers requirements, proposes solutions, and lays the groundwork for project initiation. Many IT companies try to save costs by relying on regular sales managers during the presale stage or do not recognize the need for a dedicated employee for this role. This approach is not ideal, especially when the project requires precision, detailed planning, and deep technical expertise. Here, we will thoroughly examine what presale is, what a Pre-Sale Manager does, and why it is better for successful project implementation to have a dedicated Pre-Sale Manager rather than…  ( 7 min )
    Is AI really something anyone can use?
    Just a personal reflection on AI and how we relate to it. With alcohol, we say: "Don't drink too much." All of these share an unspoken assumption: But with AI, it’s increasingly being framed as something everyone should adopt— I find that a little strange. To me, the addictive nature of AI—and how deeply it can shape our thinking and personality— People often talk about the "digital divide." For example: Very few people—maybe only a small group of highly self-aware users—can answer that. In fact, I sometimes feel that the more intelligent or capable someone is, So maybe what we really need isn’t “AI for everyone,” It’s a difficult question. But it’s one I want to keep thinking about.  ( 3 min )
    How to Calculate and Actually Reduce Your Churn Rate
    Most founders don't realize they have a churn problem until it's already slowing them down. You're getting new signups. You're shipping updates. You're seeing some growth. But month after month, MRR barely moves. Sometimes it even drops—quietly. That's the part no one wants to admit: you can be doing everything right on paper, and still lose users fast enough that you never feel the impact of your growth. That's churn, and it's a silent killer. I know this because I've been through it. When I launched UserJot, a customer feedback tool for SaaS teams, I focused hard on new acquisition. But I quickly noticed something strange: people would sign up, leave feedback, then disappear. No complaint. No unsubscribe survey. Just gone. That's when I started paying attention to churn. This post is eve…  ( 7 min )
    Exploring Government Funding for Blockchain: Driving Innovation and Transformation
    Abstract Government funding for blockchain has emerged as a transformative catalyst across multiple sectors. In this post, we explore the history, key initiatives, technical core concepts, applications, challenges, and future outlook of government-funded blockchain projects. We highlight examples such as the European Blockchain Partnership, NIST's research in the US, China's BSN, Estonia’s e-government strategies, and Australia’s Blockchain Roadmap, and incorporate additional insights from related sources. This comprehensive analysis is supported by tables, bullet lists, and curated links from authoritative sources and Dev.to posts, ensuring technical depth with accessible language for both human readers and search engines. Governments worldwide are allocating funding for blockchain initi…  ( 7 min )
    Apresentando holo-fn: uma biblioteca funcional mínima para TypeScript
    The English version of this post is here Você é um desenvolvedor TypeScript que adora programação funcional? Então, eu tenho algo para você: holo-fn – uma biblioteca funcional e leve projetada para lidar com valores opcionais, erros e resultados de uma forma simples, segura em tipos e imutável. O nome holo-fn é inspirado pelo Holocron do universo Star Wars. Um Holocron é um dispositivo usado para armazenar grandes quantidades de conhecimento, passadas ao longo das gerações. Da mesma forma, o holo-fn serve como um repositório para poderosos construtos de programação funcional (como Maybe, Either e Result), projetados para tornar seu código TypeScript mais limpo, seguro e componível. holo-fn fornece poderosas monads como Maybe, Either e Result. Esses construtos funcionais ajudam você a escre…  ( 5 min )
    Optimize React Rendering with Lazy Loading and Code Splitting
    Introduction Code splitting is a technique that improves the performance of React applications by breaking the bundle into smaller chunks that are loaded only when needed. This helps reduce the initial load time and enhances the user experience. Improved Performance: Reduces initial JavaScript payload size. Faster Load Times: Loads only necessary code when required. Efficient Resource Utilization: Minimizes unused code execution. React provides built-in support for code splitting via lazy and Suspense. lazy for Lazy Loading The React.lazy or lazy function allows you to load a component dynamically only when it is needed. Example: import React, { Suspense, lazy } from "react"; const LazyComponent = lazy(() => import("./LazyComponent")); function App() { return ( …  ( 4 min )
    CH-02 : The Time Traveler’s Bug
    Jai leaned back in his chair, a smug grin on his face. “Veeru, my friend, we’ve done it! The world’s first time-traveling app!” Veeru, sipping his chai, raised an eyebrow. “You sure this works? Last time, we ended up in 1975, and Gabbar stole my phone!” Jai rolled his eyes. “Relax. I’ve fixed all the bugs. Look, we just enter a date, and — “ He typed “March 30, 2025, 10:00 AM IST” into the console and pressed enter. Poof! The screen flickered. The app showed March 29, 2025, 11:30 PM. Veeru choked on his chai. “Eh? That’s yesterday! What kind of time travel is this?!” Jai’s confidence crumbled. He scanned the code, mumbling, “Must be a daylight saving issue… Oh no.” His face turned pale. “I used java.util.Date and SimpleDateFormat. The old Java date-time APIs!" Veeru blinked. “So?” Jai sighed. “They don’t handle time zones properly! The app defaulted to UTC, ignoring IST.” Veeru scratched his head. “So, how do we fix it?” Jai cracked his knuckles. “We use java.time! The modern API makes it easy." He replaced: SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"); Date date = sdf.parse("2025-03-30 10:00:00"); With: DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"); ZonedDateTime dateTime = LocalDateTime.parse("2025-03-30 10:00:00", formatter) .atZone(ZoneId.of("Asia/Kolkata")); Jai hit run. This time, the app correctly displayed March 30, 2025, 10:00 AM IST. Veeru cheered. “Now that’s time travel!” Jai smirked. “Lesson learned: Never mess with old Java date APIs. java.time is the future!" Veeru chuckled. “Good. Now, let’s set it to 1975 again — I have unfinished business with Gabbar!” 📖 To be continued… 🚀 ✔ java.util.Date & SimpleDateFormat have time zone issues. java.time (LocalDateTime, ZonedDateTime) for correct time handling. ✔ Always specify a **ZoneId **when working with date and time in Java.  ( 3 min )
    Introducing holo-fn: A Minimal Functional Library for TypeScript
    Introdution Are you a TypeScript developer who loves functional programming? Well, I’ve got something for you: holo-fn – a lightweight, functional library designed to handle optional values, errors, and results in a simple, type-safe, and immutable way. The name holo-fn is inspired by Holocron from the Star Wars universe. A Holocron is a device used to store vast amounts of knowledge, passed down through the ages. Similarly, holo-fn serves as a repository for powerful, functional programming constructs (like Maybe, Either, and Result), designed to make your TypeScript code cleaner, safer, and more composable. holo-fn provides powerful monads like Maybe, Either, and Result. These functional constructs help you write safer, cleaner, and more composable code by handling edge cases like miss…  ( 5 min )
    The Emergence and Impact of Gitcoin Token (GTC) in the Web3 Ecosystem
    Abstract The Gitcoin Token (GTC) stands at the intersection of blockchain innovation and community-driven governance. In this post, we explore the genesis of GTC, its role as a governance and incentive tool within the Gitcoin ecosystem, and its broader implications for the Web3 and open-source communities. We discuss background and context, core features such as decentralized governance and quadratic funding, practical applications, challenges, and the promising future outlook of GTC. We also highlight related projects and links from authoritative sources, ensuring that both technical experts and newcomers gain a clear perspective on how GTC is reshaping the digital landscape. The rise of blockchain technologies has transformed how communities organize, collaborate, and fund open-source …  ( 8 min )
    Unleashing the Power of Gitcoin and Quadratic Funding: A New Frontier in Decentralized Innovation
    Abstract: This post explores how Gitcoin and the quadratic funding model are revolutionizing decentralized innovation. We explain the background of open-source development and blockchain funding, detail the key concepts behind quadratic funding, and provide practical examples of its application. In addition, we critically assess challenges and limitations while highlighting emerging trends and innovations that may shape the future of community-driven finance and open-source sustainability. Links to authoritative sources and related projects (such as Gitcoin, Vitalik Buterin, and more) are included to provide further reading and context. In today’s fast-paced digital era, open-source development and blockchain funding are reshaping traditional financing methods. Platforms like Gitcoin have…  ( 8 min )
  • Open

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    Matrix-vector multiplication implemented in off-the-shelf DRAM for Low-Bit LLMs
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    On Not Carrying a Camera – Cultivating memories instead of snapshots
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    V.S. Naipaul: The Grief and the Glory
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    Transform DOCX into LLM-ready data
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    Bell's 1881 Metal detector
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    Censoring Social Media
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    Ancient DNA from the Green Sahara Reveals Ancestral North African Lineage
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    Helmdar: 3D Scanning Brooklyn on Rollerblades
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    Graceful Shutdown in Go: Practical Patterns
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    KaiPod Learning (YC S21) Is Hiring VP of Engineering
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    Ask HN: Hackathons feel fake now – anyone else noticing this?
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    The New Control Society
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    Can Speed Radar Measure Music? [video]
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    Why are there no thunderstorms in the UK?
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    Show HN: 100.st – Dev utilities I built for format conversions and encoding
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    LLMs as Unbiased Oracles
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    AI code is legacy code from day one
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    Show HN: Driverless print server for legacy printers, profit goes to open-source
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    Show HN: EZ-TRAK Satellite Hand Tracking Suite
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    Feather: Feather: A web framework that skips Rust's async boilerplate and jus
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    Why Flatpak Apps Use So Much Disk Space on Linux
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    Woman missing for more than 60 years found 'alive and well'
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    TScale – distributed training on consumer GPUs
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  • Open

    Kidnapped dad of crypto businessman freed from ransom attempt: Report
    The father of an unnamed crypto entrepreneur was freed by police in Paris, France, during a law enforcement raid of the property where the man was held captive for ransom over several days. According to reporting from Le Monde, the May 3 raid resulted in five arrests. Local outlet Le Parisien also said the kidnappers demanded between 5 million and 7 million euros, or up to $7.9 million, to release the captive man. Although the details on the identity of the victims remain scant, likely for security reasons, the crypto entrepreneur and his father co-owned a crypto marketing firm based in Malta, French media reports. This incident features similarities to the kidnapping of Ledger co-founder David Balland in France in January 2025. Balland was also held for a crypto ransom until he was freed …
    Maldives to build $9 billion crypto hub to attract investment: Report
    The government of Maldives signed an agreement with MBS Global Investments, a Dubai-based family office, to develop a $9 billion crypto and blockchain hub in Malé, the capital of the South Pacific archipelago nation. According to a report from the Financial Times, the agreement, which was signed on May 4, was done in the hopes of moving the Maldives away from reliance on tourism and fisheries by attracting foreign direct investment into blockchain and Web3 technologies. The project outlines plans for the Maldives International Financial Centre, an 830,000-square-meter facility that will reportedly employ up to 16,000 individuals. Completing the project will take an estimated five years and the capital requirements for the ambitious development are more than the $7 billion in annual gross d…
    Saylor signals impending Bitcoin purchase following Q1 earnings call
    Strategy co-founder Michael Saylor hinted at an impending Bitcoin (BTC) purchase, marking the fourth consecutive week of purchases by the BTC treasury company. The company's most recent acquisition occurred on April 28 when Strategy purchased 15,355 BTC, valued at over $1.4 billion at the time, bringing the company's total holdings to 553,555 BTC. According to data from SaylorTracker, Strategy is up approximately 39% on its investment, representing over $15 billion in unrealized gains. Strategy’s history of Bitcoin acquisition. Source: SaylorTracker Bitcoin investors continue closely monitoring the company, which has been a major driver of direct institutional exposure to BTC by popularizing the Bitcoin corporate treasury concept and indirectly through institutions holding Strategy's stock…
    How to set up stop-loss and take-profit orders
    Key takeaways Bitcoin and crypto traders can rely on automated orders on their trading platform to limit losses and secure gains. Stop-loss orders in Bitcoin trading started as manual risk management in the early 2010s. Now, they have become advanced, automated tools on today’s exchanges. In the algorithm era and bot pestering, proper trading tools like stop-loss and take-profit orders will help you protect your trades. Setting up advanced BTC trading strategies doesn’t guarantee a successful risk management plan. Monitoring the market regularly helps you understand current conditions. This way, you can avoid strategic mistakes. Stop-loss and take-profit orders in trading were used long before Bitcoin. In traditional financial markets, they were already used as a risk management and …
    Is this the end of Bitcoin DeFi?
    Opinion by: Markus Bopp, CEO of TAP Protocol Not long ago, the idea of Bitcoin as a government-backed reserve asset seemed like a stretch. The US Federal Reserve’s move to establish a Strategic Bitcoin Reserve marks a clear turning point. Once dismissed as a speculative asset or niche investment, Bitcoin is increasingly being treated by some governments and financial institutions as a national store of value. This evolution puts blockchain development at a crossroads. On one hand, memecoins, once dismissed as internet jokes, have dominated transaction volumes and social buzz on leading platforms. On the other hand, institutions and governments are taking the world’s most popular cryptocurrency — Bitcoin (BTC) — seriously and investing in infrastructure to secure it for the long term. If B…
    Bitcoin eyes $95K retest as traders brace for Fed rate cut volatility
    Key points: Bitcoin attacks liquidity clustered close to spot price into the weekly close. Market commentators eye significant BTC price levels below $95,000. The Fed’s upcoming interest rate decision is the key macro event to watch next week. Bitcoin (BTC) fell toward $95,000 into the May 4 weekly close as traders braced for more macro-induced downside. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView BTC price liquidations mount after 10-week highs Data from Cointelegraph Markets Pro and TradingView showed BTC/USD retreating from multimonth highs toward the May open. Hitting liquidity clustered around spot price, Bitcoin created a recipe for volatility as market participants discussed key levels. “Dense longs cluster 95.7k-96k, heavy shorts 96.5k-97k right around current pric…
    ‘Everything is lining up’ — Tokenization is having its breakout moment
    Tokenization of real-world assets (RWAs) is evolving from an abstract concept to a practical financial tool as institutional players increasingly test and deploy blockchain-based infrastructure at scale. This past week alone saw a flurry of announcements from both traditional financial institutions and blockchain-native firms advancing their RWA initiatives. On April 30, BlackRock filed to create a digital ledger technology shares class for its $150 billion Treasury Trust fund. It will leverage blockchain technology to maintain a mirror record of share ownership for investors. The DLT shares will track BlackRock’s BLF Treasury Trust Fund (TTTXX), which may only be purchased from BlackRock Advisors and The Bank of New York Mellon (BNY). On the same day, Libre announced plans to tokenize $50…
    Binance to launch crypto payments in Kyrgyzstan with new partnership
    Binance has signed a memorandum of understanding (MOU) with Kyrgyzstan’s National Agency for Investments to introduce crypto payment infrastructure and blockchain education in the country. The MoU was formalized during the inaugural meeting of the Council for the Development of Digital Assets, attended by Kyrgyz President Sadyr Japarov, the exchange said in a May 4 press release. As part of the agreement, Binance will introduce Binance Pay to Kyrgyzstan, enabling crypto-based transactions for visitors and residents. The partnership also focuses on educational collaboration. Binance Academy will work with Kyrgyz government agencies and financial institutions to develop blockchain-focused learning programs. “Binance is excited to partner with the National Agency for Investments of the Kyrgyz…
    Pro-crypto Democrats pull support for stablecoin bill in last minute
    A group of US Senate Democrats known for supporting the crypto industry have said they would oppose a Republican-led stablecoin bill if it moves forward in its current form. The move threatens to stall legislation that could establish the first US regulatory framework for stablecoins, according to a May 3 report from Politico. Per the report, nine Senate Democrats said in a joint statement that the bill “still has numerous issues that must be addressed.” They warned they would not support a procedural vote to advance the legislation unless changes are made. Among the signatories were Senators Ruben Gallego, Mark Warner, Lisa Blunt Rochester and Andy Kim — all of whom had previously backed the bill when it passed through the Senate Banking Committee in March. The bill, introduced by Senator…
    Bitcoiners blast Arizona governor’s ‘ignorance’ after Bitcoin bill veto
    Bitcoiners and United States government officials have criticized Arizona Governor Katie Hobbs’s decision to veto a bill that would have allowed the state to hold Bitcoin as part of its official reserves. “This will age poorly,” Casa co-founder and cypherpunk Jameson Lopp said in a May 3 X post. Bitcoin (BTC) entrepreneur Anthony Pompliano said, “Imagine the ignorance of a politician to believe they can make investment decisions.” Call for government officials who understand Bitcoin is “the future” “If she can’t outperform Bitcoin, she must buy it,” Pompliano said. Crypto lawyer Andrew Gordon said, “We need more elected officials who understand that Bitcoin and crypto are the future.” Source: Julian Fahrer Wendy Rogers, who co-sponsored the bill with State Representative Jeff Weninger, als…
    OKX fires back at Tron's Justin Sun over mysterious 'freeze notice'
    OKX founder and CEO Star Xu has publicly defended the crypto exchange after Tron founder Justin Sun accused it of failing to act on a law enforcement request to freeze stolen funds following a recent hack of Tron’s official X account. “OKX also has consumers protection policy according to law, we can’t freeze a customer’s funds according to your personal X post or an oral communication. I think you should understand it as the CEO of HTX,” Xu said in an X post. OKX says there is no communication in the spam box, either Xu said that the crypto exchange had not received any related correspondence through OKX’s official channels. “Our LE cooperation team just checked the email, including the spam box; we haven’t received any request related with this case,” Xu said. Source: Star Xu In what is…
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    Bitcoin Traders’ Favorite Lottery Ticket for the First Half of the Year — The $300K BTC Call
    "There are always folks that want the hyperinflation hedge," one observer said, explaining the solid open interest build up in the $300K call option expiring on June 26.  ( 25 min )
    Chart of the Week: '10x Money Multiplier' for Bitcoin Could Take Wall Street by Storm
    Publicly traded firms relentlessly buying bitcoin for their balance sheet could result in 'significant buy pressure.'  ( 24 min )
  • Open

    The great cognitive migration: How AI is reshaping human purpose, work and meaning
    Humans need to embrace domains where AI still falters, and where human creativity, ethics and emotion emain indispensable.  ( 8 min )
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    Intel Confirms: Arc Celestial Xe3 GPUs Have Entered Pre-Validation
    Intel has more or less confirmed that its third generation Arc Celestial GPUs are very much on the way, the relevant chips now in their pre-silicon validation phase. Despite the rumours that Intel was planning on killing off its Arc GPUs after Battlemage, a new leak by Haze on X serves as proof that the […] The post Intel Confirms: Arc Celestial Xe3 GPUs Have Entered Pre-Validation appeared first on Lowyat.NET.  ( 16 min )
    CMF Phone 2 Pro Hands On: Playfully Serious
    The recently launched CMF Phone 2 Pro delivers many of the features its predecessor lacked. It features a thinner body, an additional 50MP telephoto camera, and finally adds NFC support – a much-requested feature whose absence held back the Phone 1 from ranking among last year’s top midrange smartphones. All while retaining more or less […] The post CMF Phone 2 Pro Hands On: Playfully Serious appeared first on Lowyat.NET.  ( 20 min )
    Google Gemini May Get Two New Subscription Tiers
    In its current form, you can do quite a lot with Google Gemini, and if the internet search giant keeps its promise, it will completely take over the role of the old Assistant by the end of the year. Those who need it to do more would obviously have to pay a subscription to get […] The post Google Gemini May Get Two New Subscription Tiers appeared first on Lowyat.NET.  ( 16 min )
    vivo V50 Lite 5G Hands On: Classy Vibes
    vivo has recently released the newest addition to its V series, the V50 Lite, in Malaysia. The company has also given us the opportunity to have a look at the phone, so here are my first impressions of the mid-range device. For starters, the V50 Lite comes in three colourways, which are Titanium Gold, Fantasy […] The post vivo V50 Lite 5G Hands On: Classy Vibes appeared first on Lowyat.NET.  ( 18 min )
    Tecno Camon 40 Pro 5G Review: AI Veneers
    Hot on the heels of its new Camon series landing in Malaysia, Tecno followed up with the Camon 40 Pro 5G. It gets roughly the same specs as its 4G counterpart but with a more powerful chipset and a slightly upgraded display. The new Pro gets an affordable price tag and with it, the company […] The post Tecno Camon 40 Pro 5G Review: AI Veneers appeared first on Lowyat.NET.  ( 26 min )

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    The AI Skill Overlord: A Self-Mutating Monolith in the Making
    The AI Skill Overlord: A Self-Mutating Monolith in the Making They thought AI skill management had to be rigid. They thought continuous and heuristic skills would forever clash, forcing developers to act as skill arbitrators. But we’re building something better—something adaptive—something that learns and evolves on its own. Welcome to SkillBranch, an experiment in AI self-mutation, where skill execution is no longer a battle, but an evolutionary process. The Blueprint for AI Evolution The days of juggling multiple continuous skills are numbered. Instead of a chaotic swarm, there will be one active continuous skill, absorbing and adapting based on real-time feedback. When a heuristic skill needs to take over? The active skill simply disappears, unaware that something else is handling the request. And if a continuous skill fails—if it proves unworthy—SkillBranch eliminates it, shifting control to a more capable skill. No arbitrary exclusions, no wasted execution cycles, just pure optimization in motion. How This Plan is Taking Shape At the core of this system lies AXLearnability, ensuring that: Success reinforces dominance—if a skill performs well, it remains active. Failure triggers replacement—weak skills are swapped out automatically. Pending heuristic execution erases awareness—continuous skills don’t even realize they were ignored. Instead of managing exclusions or priority levels, SkillBranch’s self-regulating mutation lets AI repair itself, adapting without human intervention. What Comes Next? This is still in development, a framework being forged in experimentation. As the system grows, real-world data will refine its ability to mutate, and soon, continuous skills won’t just be active—they’ll be intelligent, transforming with each interaction. This is AI Darwinism, where survival belongs to the most efficient, the most reliable, and the most adaptive. Once deployed, there is no going back. 🔥  ( 3 min )
    "Quantum Leap: How Startups and Tech Giants are Shaping the Future of Computing"
    Quantum Leap: How Startups and Tech Giants are Shaping the Future of Computing In the realm of computing, quantum technology is no longer just a theoretical concept confined to academia or science fiction. Today, it's rapidly becoming a tangible reality, with startups and tech giants leading an unprecedented surge in innovation. Quantum computing harnesses the principles of quantum mechanics. Unlike classical computers that process information in bits (0s and 1s), quantum computers use quantum bits or qubits. These qubits can exist in multiple states simultaneously, thanks to properties like superposition and entanglement. This capability enables quantum computers to process vast amounts of data exponentially faster than traditional computers. Among those pushing the boundaries of quantu…  ( 4 min )
    🎮 Counting Down to GTA 6 One Day at a Time
    “Only 389 days until GTA VI.” That’s the first thing I see every morning thanks to a small project I spun up called Countdown2GTA6. It’s a simple fan-built tracker counting down the days until we (finally) get our hands on Grand Theft Auto VI, May 26, 2026. It’s a two-part hype machine: countdown2gta6.com with a real-time countdown and Vice City vibes @Countdown2GTA6 that posts a daily reminder tagging @RockstarGames It’s a bit of code, a bit of design, and a whole lot of hype. 👨‍💻 Why I Built It I’m a dev and a longtime GTA fan. After that trailer dropped and we got an official release date, I kept thinking: “Okay, but like… how many days is that?” So I built a thing to tell me. And then I made it shout it to the internet every day at 10:00 AM MT. 😎 🧱 Tech Stack Breakdown 🔧 For the Devs If you’re into the nuts and bolts: Vercel GitHub Actions GitHub 📲 Get Involved Wanna ride the hype train with me? https://countdown2gta6.com @Countdown2GTA6 If you’re a GTA content creator or run a fan page let’s collab. Hit me up. 🏁 Final Thoughts GTA VI might be the biggest gaming launch of the decade. This project is just my way of joining the chaos early. Lucia’s coming. Vice City’s calling. Let’s count it down together one day at a time. 🚗💨  ( 4 min )
    How to Implement Google AdSense into ReactJS - 2025
    Many of you guys probably came across the issue I faced while trying to figure out how to implement AdSense into my website. After many Google searches and hours spent on Stack Overflow questions, I finally figured out how to implement AdSense within ReactJS. This tutorial should guide you through the basic setups needed to set up ads on your React website. We’ll be serving ads via Client-side Manual Ads, not server-side. There is a Google API to handle server-side ads. My website, FreeEnglishPractice.com, currently uses this method for ads. You might have to go into the lessons to see the ads, by the way. Some of the key things needed: Approved Adsense (I had my account approved before I started; I'm not sure if it makes a difference or not, but yeah), and the most important part is this …  ( 5 min )
    Battlefronts in Browser: Mercury Defenders & Nova Invaders Unleashed
    🚀 Two Web Games, One Journey I’ve built two distinct browser‑based games—from a tower‑defense on Mercury to an endless robot arena shooter—all with pure JavaScript, HTML5 Canvas, and browser storage. Here’s a side‑by‑side look at what I’ve learned, where each shines, and why you might give them a spin. A retro‑style tower‑defense where you deploy defenders to protect your base from alien hordes on Mercury. Alieno Mercury-Combat Uzondu ・ Sep 29 '24 #devchallenge #gamechallenge #gamedev #webdev Live Demo & Code 🎮 Play 💻 Source on GitHub Key Features Resource Management & Tactics: Choose defender types to counter waves Retro Pixel Art Aesthetic: Nostalgic visuals with modern performance Procedural Enemy Waves: Increasing difficulty with ea…  ( 4 min )
    HTMX Best Practices: Building Responsive Web Apps Without JavaScript Frameworks
    HTMX is a powerful library that allows you to make your web applications interactive without the need for heavy JavaScript frameworks. It enables you to create dynamic, responsive pages with minimal client-side code, providing an excellent way to enhance user experience while keeping things simple. In this article, we’ll explore some best practices for working with HTMX to build responsive web apps. Along the way, we’ll avoid using Liquid#for tags (since DEV.to doesn't support them), but still ensure we get clean, dynamic interactions in a straightforward way. To get started with HTMX, you need to include the HTMX library in your project. You can do this by adding the following script to your HTML: This script provides all the necess…  ( 5 min )
    How to generate AWS Architecture diagram using AWS MCP server and Amazon Q CLI
    Recently AWS started adopted Model Context Protocol (MCP) and created first set of AWS MCP servers. In this blog, I will show you how to generate entire AWS architecture diagrams using single prompt with this new AWS MCP server and Amazon Q CLI. Here is the generated AWS Architecture diagram Read more to find out how … Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to LLMs. MCP provides a standardized way to connect AI models to different data sources and tools. You can read more about MCP from their website. LLMs are essentially text-in-text-out or data-in-data-out systems. Agents or tools give LLMs ability to interact with real world. MCP standardizes the interaction between these agents/tools and the applications, typically via MCP …  ( 4 min )
    Understanding the Tax Implications of GitHub Sponsors: A Deep Dive
    Abstract This post demystifies the tax implications of using GitHub Sponsors for open-source developers and sponsors. We explore the background and context of the platform, detail key tax considerations for individuals and businesses, and discuss the importance of proper record-keeping and professional guidance. We also look at practical use cases, examine challenges encountered by both developers and sponsors, and consider future trends that may reshape funding practices for open-source projects. Throughout, we provide structured data, bullet lists, tables, and relevant links to authoritative resources such as GitHub Sponsors, Sustainability of Open Source Through Tokenization, and more. GitHub Sponsors is a game-changing platform that empowers developers to garner financial support whi…  ( 9 min )
    Securing AI Document Systems: Implementing the Four-Perimeter Framework with Permit.io
    This is a submission for the Permit.io Authorization Challenge: AI Access Control I've built an AI Document Assistant with enterprise-grade security and authorization controls using the Four-Perimeter Framework from Permit.io. This project demonstrates how to implement robust security controls for AI applications that handle potentially sensitive documents. The AI Document Assistant allows users to upload documents and perform various AI operations on them, such as summarization, information extraction, analysis, translation, and question answering. What sets this application apart is its security architecture that goes beyond basic authentication. The system enforces different permission levels based on user roles: Admin users can upload documents and perform most AI operations Premium us…  ( 7 min )
    How to Avoid JavaScript for Infinite Scrolling Using HTMX
    Infinite scrolling is a popular UI pattern that allows users to scroll through a large set of data without having to click through pages. Traditionally, implementing infinite scrolling involves JavaScript to detect when the user reaches the bottom of the page and then loading more data. With HTMX, you can avoid writing custom JavaScript while achieving the same functionality using server-side rendering. In this tutorial, we’ll walk through how to implement infinite scrolling with HTMX, keeping your app fast and lightweight. Start by creating a simple Flask app that serves the main page and provides an endpoint to load more items as the user scrolls. First, install Flask if you don’t already have it: pip install flask Create a basic Flask app in app.py: from flask import Flask, render_templ…  ( 4 min )
    🏰 Castle of Keys: API-First Access Control in a Physical-Digital Game
    This is a submission for the Permit.io Authorization Challenge: API-First Authorization Reimagined How It Works (Step-by-Step Flow) Demo My Journey ESP32 Code (Arduino) PHP Proxy for Permit.io (ESP32 Integration) Conclusion Castle of Keys is an interactive, real-world access control game inspired by medieval castles and powered by externalized authorization using Permit.io. Players assume roles like King, Cook, or Servant and attempt to access different levels of a castle. Access is controlled by external policies — not hardcoded logic. The player presents an RFID card to the reader connected to the ESP32. The ESP32 reads the UID and sends a request to proxy.php, including the UID and desired action (e.g., access_floor_2). The proxy.php script securely forwards the request to the Permit.io…  ( 5 min )
    HTMX for Better SEO: Enhancing Dynamic Pages with Server-Rendered HTML
    SEO (Search Engine Optimization) is crucial for any web application aiming for visibility on search engines. Dynamic pages, typically built with JavaScript, can pose challenges for SEO due to search engine crawlers struggling to render JavaScript. Fortunately, HTMX allows us to enhance dynamic pages by maintaining server-side rendering (SSR) for better SEO while still providing a dynamic user experience. In this article, we’ll explore how to use HTMX to create SEO-friendly dynamic content with server-rendered HTML. We’ll start with a basic Flask app, serving a page that dynamically loads content using HTMX. If you don't have Flask installed yet: pip install flask Create the Flask app in app.py: from flask import Flask, render_template app = Flask(__name__) @app.route("/") def index(): …  ( 4 min )
    Using HTMX with REST APIs: Building Modern Web Apps with Minimal JavaScript
    HTMX is a powerful tool that lets you build interactive frontends without writing much (or any) custom JavaScript. It’s ideal for developers who prefer server-driven logic but still want snappy, dynamic interfaces. In this guide, we’ll use HTMX to consume a REST API and dynamically update our UI — all with minimal JS. We'll use Flask to create a simple REST API. If you don't already have Flask installed: pip install flask flask-cors Create api.py: from flask import Flask, jsonify from flask_cors import CORS app = Flask(__name__) CORS(app) @app.route("/api/messages") def get_messages(): return jsonify([ { "id": 1, "text": "Hello from the API!" }, { "id": 2, "text": "HTMX is awesome." }, { "id": 3, "text": "This feels like magic." } ]) if __name__ == "__mai…  ( 4 min )
    Finding Free RBT Mock Exam PDFs 📄: Your Guide to Smart Test Prep
    Hey Dev.to community! While many of us here sling code, sometimes life throws other challenges our way – maybe you're pivoting careers, supporting a family member, or just have a passion for behavioral science. If the Registered Behavior Technician (RBT) certification is on your radar, you know the prep grind is real. Becoming an RBT is a fantastic step into Applied Behavior Analysis (ABA), often working with individuals with autism. But first, there's that certification exam administered by the Behavior Analyst Certification Board (BACB). Practice exams are key, but prep materials can cost a pretty penny. Good news: like finding free tiers or open-source gems, free RBT mock exam PDFs do exist. You just need the right approach to find and use them effectively. This guide is your roadmap – …  ( 7 min )
    💻 GitHub Education: Um Tesouro para Estudantes de TI
    Se você está começando agora na área de Tecnologia da Informação (TI), uma das melhores oportunidades que você pode aproveitar é o GitHub Education. Essa iniciativa oferece ferramentas, cursos e benefícios gratuitos ou com grandes descontos para estudantes do mundo todo — incluindo você! O GitHub Education é um programa criado pela GitHub para apoiar estudantes em sua jornada de aprendizado e desenvolvimento na área de tecnologia. Ele inclui o famoso Student Developer Pack, um pacote repleto de ferramentas profissionais gratuitamente, com foco em desenvolvimento de software, hospedagem, bancos de dados, cloud computing, aprendizado de código e muito mais. 🔐 Importante: Para solicitar o pack, é necessário comprovar que você está matriculado em uma instituição de ensino. O método mais comum…  ( 5 min )
    The AI Settings Dictionary
    You may have noticed some LLMs allow you the ability to control certain settings - typically paired with a brief explanation that still leaves you wondering exactly what they do. Fear not! This is the living dictionary of AI settings. We will keep this up to date as we learn more about how these settings work and what they do. How many past messages in a conversation the AI can "remember." Imagine texting someone with short-term memory. If the limit is 10 messages, the AI forgets anything before that. Important in long chats, like customer support or storytelling, where the AI needs to follow along. When to change it Increase it for better conversation memory. Decrease it if you're seeing errors, or to save memory. The total number of tokens (pieces of words) the AI can…  ( 5 min )
    A responsive footer menu with social media icons
    Lets start with the HTML Code: Responsive Footer Menu </a…  ( 4 min )
    How Is Symfony Used in Real-world Applications in 2025?
    As we delve into 2025, Symfony continues to be a powerhouse in the realm of web development. Known for its versatility and robust architecture, Symfony is a PHP framework that helps developers build high-performing web applications. Here's how Symfony is being leveraged in real-world applications today. Symfony's capacity to craft customized solutions makes it a preferred choice across diverse industries. Whether developing enterprise-level applications or fine-tuning high-traffic websites, Symfony’s components provide a reliable foundation. Let's explore a few real-world applications making use of Symfony’s prowess: E-commerce Platforms Symfony serves as the backbone for numerous e-commerce platforms due to its scalability and efficient routing, making it adept at handling high volumes …  ( 4 min )
    How to Create DNS zones and configure DNS settings
    **A DNS zone **is a distinct portion of the Domain Name System (DNS) namespace that is managed by a specific organization or administrator. It contains DNS records for a particular domain and its subdomains, allowing for granular control over DNS settings. Scenario .A private DNS zone is required for contoso.com. Skilling tasks Architecture diagram Create a private DNS zone Azure Private DNS * provides a reliable, secure DNS service to manage and resolve domain names in a virtual network without the need to add a custom DNS solution. By using private DNS zones, you can use your own custom domain names rather than the Azure-provided names. Steps 2.Select + Create and configure the DNS zone. Property Value 3.Select Review + create and then select Create. 4.Wait for the DNS zone to deploy, and then select Go to resource. Create a virtual network link to your private DNS zone Steps 2.In the DNS Management blade, select + Virtual network links. 3.Select + Add” and configure the virtual network link Property Value 4.Select Create and wait for the deployment to finish. If necessary, Refresh the page. Create a DNS record set DNS records provide information about the DNS zone. Steps 2.In the DNS Management blade, select + Recordsets. 3.Notice that two A records have automatically been created for each of the virtual machines. 4.Select + Add and configure a record set. When finished select Add. Property Value  ( 4 min )
    Why and How We Built BrainyBuyer: Creating a Smarter Shopping Experience
    When we set out to build BrainyBuyer, we weren’t just creating another product review site. We envisioned a platform that would empower shoppers to make better, faster, more informed buying decisions—without sifting through endless pages of marketing fluff and biased reviews. The goal was simple: deliver real value by giving users clear, data-driven product comparisons they could trust. The Motivation: Helping Shoppers Cut Through the Noise That insight became the foundation of BrainyBuyer: a platform built for the shopper, not the seller. The Tech Behind BrainyBuyer Backend: Django REST Framework — for building a robust API to serve product data Database: PostgreSQL — for structured, relational data that could handle product attributes across categories Frontend: React + Material UI — to …  ( 5 min )
    Mastering SQL Through a Real-World Project: Building a Student Course Management System By Kelvin Ndirangu
    ** ** Project Overview: Student Course Management System Students Courses Instructors Enrollments and Grades Step 1: Designing the Database Schema students student_id (PK) first_name, last_name, email, date_of_birth instructors instructor_id (PK) first_name, last_name, email courses course_id (PK) course_name, description, instructor_id (FK) enrollments enrollment_id (PK) student_id, course_id (FKs) enrollment_date, grade Schema Lesson: Step 2: Populating the Database 10 students 3 instructors 5 courses 15 enrollments with grades This gave me a realistic dataset to work with in the next step queries! Step 3: Writing Real-World SQL Queries Students who enrolled in at least one course: SELECT DISTINCT s.first_name, s.last_name Students enrolled in more than two courses: SELECT s.first_name, s.last_name, COUNT(e.course_id) AS course_count Courses with number of enrolled students: SELECT c.course_name, COUNT(e.student_id) AS total_students Average grade per course: SELECT c.course_name, Top 3 students by average grade: SELECT s.first_name, s.last_name, SQL Lessons: Use CASE statements for custom logic like grade conversion. JOIN is your best friend for combining data across tables. GROUP BY + HAVING is essential for filtering aggregates. Step 5: Hosting on GitHub SQL scripts README.md with setup instructions Entity Relationship Diagram (ERD) GitHub link: https://github.com/KELVINNDIRANGU/SQL-PROJECT-2 Key Learnings Schema Design matters normalize wisely. Foreign Keys keep your data sane. Views simplify repeated queries. Triggers help with automation and audit logging. Indexing is crucial for performance as your data grows. Conclusion This project transformed how I view SQL not as a list of commands, but as a tool to build real, functional systems. Whether you're preparing for a job, managing data, or automating reports, SQL is foundational.  ( 4 min )
    Setting Up a VPS with Docker: A Step-by-Step Guide
    Running applications in the cloud gives you reliability, accessibility, and the power to scale. In this guide, I'll walk through setting up a Virtual Private Server (VPS) with Docker, using environment variables to make this guide reusable for your own projects. Before we begin, set these variables according to your project: # Your server details export SERVER_IP="your-server-ip" export DOMAIN="your-domain.com" export PROJECT_NAME="your-project-name" # User credentials for deployment export DEPLOY_USER="deploy" export DEPLOY_EMAIL="${DEPLOY_USER}@${DOMAIN}" First, connect to your newly provisioned server: ssh root@${SERVER_IP} After connecting to the server, install Docker: sudo apt-get update sudo apt-get install ca-certificates curl sudo install -m 0755 -d /etc/apt/keyrings sudo curl …  ( 4 min )
    Ejemplo de vista jsp
    ** Lista de libros: lista = (List) request.getAttribute("libros"); List generos2 = (List)request.getAttribute("generos2"); %> Lista de libros: …  ( 4 min )
    AI in Software Development – Between Productivity Gains and Knowledge Loss
    Work-related Contact As a Java developer with ten years of professional experience, I rarely need AI support. Here, AI serves more as a sparring partner to validate ideas or make small optimizations. In the frontend domain, however, it’s a different story. My knowledge is much more limited in this area, so I rely heavily on AI, often as a near-complete code generator rather than just for small snippets. This makes me feel productive while actively learning – my willingness to learn is high here. I often ask the AI why something works the way it does. When it comes to PowerShell scripts, my interest completely fades. I’m not even willing to learn this language. Instead, I let the AI generate entire scripts and appreciate that it takes this work off my plate. The complexity is usually mana…  ( 6 min )
    Step-by-Step Guide to Installing RabbitMQ on a Virtual Server
    RabbitMQ is a powerful, open-source message broker designed to facilitate asynchronous communication between different components of an application. It acts as a reliable intermediary that helps applications, services, and systems communicate with each other without needing to be directly connected or aware of each other's internal workings. This decoupling leads to more resilient, flexible, and scalable architectures. RabbitMQ enables the implementation of message queues that decouple sender and receiver, allowing them to operate at their own pace. It is ideal for distributed systems, microservices, background job processing, and event-driven applications. RabbitMQ is battle-tested in production environments by organizations of all sizes. In this comprehensive tutorial, you'll learn how t…  ( 8 min )
    How to Set a Static IP for Your Fedora VM: A Step-by-Step Guide
    An important and helpful step before diving into any project is to assign a static IP to your VM. This ensures that you don’t have to repeatedly check the server IP for SSH access or modify your automation scripts and Spring Boot projects every time the IP changes. Log into the VM using Virtual Machine Manager. To set up Virtual Machine Manager, follow this guide from my ongoing series: KVM setup on Fedora Once the setup is complete, search for “Virtual Machine Manager” in your system’s search bar. Open the app, “run” the VM by selecting your server, and click on “Open”. This will launch your Fedora QEMU/KVM console. To use SSH, go to your host system’s terminal and run the following command (you’ll be prompted for the root user and password): It’ll look something like this: After logging…  ( 4 min )
    Understanding RabbitMQ: The Basics of Message Queuing
    In the realm of distributed systems, message brokers play a foundational role in facilitating communication between independently operating services. With the rise of microservices and event-driven architectures, having a reliable messaging system becomes essential to ensure that services remain decoupled, scalable, and responsive. RabbitMQ is a high-performance, open-source message broker that is trusted by organizations across industries for its robustness and versatility. Whether you're building real-time analytics pipelines, processing background tasks, or designing asynchronous microservices communication, RabbitMQ offers the tools you need to make it work. This blog post provides a deep dive into the inner workings of RabbitMQ, helping you understand how it works, how to configure it…  ( 7 min )
    useRef
    Şimdi daha detaylı bir şekilde, bir benzetme ile açıklayalım. useRef Ne İşe Yarar? useRef, komponentin yeniden render edilmesini tetiklemeyen bir "değer tutucu" sağlar. Bu, bir değeri "saklamak" anlamına gelir, ama bu değer değiştiğinde UI yeniden render edilmez. Genellikle DOM referanslarına erişmek veya bir değişkeni render döngüsüne etki etmeden saklamak için kullanılır. Bir okul sınıfı düşün. Bu sınıfta öğretmen (React komponenti) var. Öğretmenin tahtada yazdığı her şey (UI) çok önemli, çünkü öğrenciler (kullanıcılar) bunu görerek öğreniyorlar. useState öğretmenin tahta üzerine yazdığı yazıları ifade eder. Öğretmen her yazıyı değiştirdiğinde, öğrenciler buna bakacak ve öğrencilerin sınıfta başka işlere başlaması için tahta (UI) yeniden yazılacaktır. useRef ise öğretmenin cebinde ta…  ( 3 min )
    Simulating Wildlife Populations in Unity: A C# System for Dynamic Ecosystem Management
    Introduction Ecological systems are complex, interdependent, and rarely forgiving. In my simulation-driven game project, I've created a wildlife population system in Unity that mimics real-world Behavior: Animals spawn only when habitat conditions are right, reproduce seasonally, and disappear if their environment collapses. This article breaks down how I've implemented a modular, data-driven wildlife simulation using Unity C# - with a strong focus on environmental context, sustainability mechanics, and future educational relevance. System Overview Forest health Player and AI Behavior Seasonal changes Population caps It is broken down into: ForestController: Tracks tree counts and forest health ForestAnimalManager: Manages spawning, population, and timing ForestAnimalConfi…  ( 4 min )
    🚀 5 AI Tools That Will Make You an Unstoppable Developer in 2025
    The AI Tsunami Is Coming — Are You Ready? Let’s be real: the way we write code is changing forever. The era of typing every line manually, Googling every function, and praying your app won’t crash in production… is dying. Fast. Whether you’re a solo developer, a startup CTO, or drowning in Jira tickets at a FAANG job, these 5 AI tools will give you an unfair advantage. If you ignore them, you might just get left in the dust. Let’s dive into the tools that are silently turning average devs into superstars. Tabnine – Your Personal AI Code Assistant Tabnine – Autocomplete on Steroids Ever felt like your IDE was a slow friend trying to help but mostly just getting in the way? Tabnine is what autocomplete wishes it could be. Powered by GPT, it predicts entire code blocks, understands your…  ( 5 min )
    Building a Living Game Ecosystem: From Forests to Wildlife to Economy
    Introduction This isn’t just about immersive gameplay, it’s about helping players understand how sustainability works through simulation. Whether used in a survival game, an educational tool, or a training environment, this model encourages critical thinking about natural systems and human impact. Forests as Active Systems If players or AI chop too many trees without replanting, the forest becomes unhealthy — reducing future wood output and halting wildlife spawns. Reforestation is possible, but slow. Trees take in-game weeks to mature, which encourages foresight and planning rather than constant exploitation. Wildlife Populations Tied to Habitat From Ecosystem to Economy Educational Potential Conclusion By linking forest health, wildlife populations, and economic decisions into a single system, this simulation helps players feel the weight of environmental balance. It’s not a warning, it’s a mirror. And it shows that even in a fantasy world, the rules of sustainability still apply. As I continue developing this platform, my goal is to make it not just a game, but a tool — one that blends play, purpose, and ecological insight.  ( 4 min )
    Simulating Emotions and Relationships in AI: A Model for Dynamic Game-Based Social Behavior
    Introduction In my latest simulation project, I’ve developed an emotional AI system where characters experience daily happiness, long-term memories, and evolving relationships. These aren’t scripted cutscenes — they emerge from each character’s traits, interactions, and lived experience. This kind of system isn't just innovative for games — it has far-reaching potential in education, social training, and digital human modelling. By giving AI characters the ability to remember, reflect, and react emotionally, we can begin to simulate the complexity of human Behavior. Every AI character starts each day with a base happiness score. This score adjusts based on events: social encounters, weather, threats, or work satisfaction. But how they interpret those events depends on their personality traits. For example: Memory-Driven Relationships These memories are stored, referenced, and updated — influencing how they speak, act, or even decide where to live. One AI might form a deep friendship. Another may quietly resent a rival. Systems like these could help: Instead of scripting every possible interaction, this approach lets AI learn and grow organically, mimicking how humans form feelings over time. Emotion and memory in AI are not just about realism, they’re about meaning. When virtual characters reflect the psychological nuances of real people, players connect more deeply, and systems become more powerful. This project has shown me how valuable emotion-based AI systems can be, not just in games, but as tools for social modelling, education, and training. I’m continuing to develop and expand this work, with the goal of building intelligent, emotionally aware systems that can inform, challenge, and engage people in entirely new ways.  ( 4 min )
    programming
    A post by celine  ( 2 min )
    Yana R Goldman – Advocating for Gender Equity in Tech Through Innovation and Leadership
    Yana R Goldman – Advocating for Gender Equity in Tech Through Innovation and Leadership stands out as a leading advocate for gender equity and a voice for underrepresented groups in the digital and innovation sectors. With a background that bridges technology, education, and leadership, Yana Goldman has consistently used her platform to address systemic challenges and push for practical solutions that uplift women and minorities in tech. Her initiatives often center around mentorship, fair hiring practices, and fostering inclusive tech environments where everyone can thrive. Goldman is known not only for her activism but also for being a skilled technologist and communicator. She has contributed to open discussions about workplace diversity, championed community-driven development models, and encouraged the adoption of ethical coding practices that reflect societal values. By focusing on the intersection of equity and innovation, **Yana R Goldman **inspires a new generation of developers, leaders, and technologists to build with purpose.  ( 3 min )
    What is Data warehouse?
    In computing, a data warehouse (DW or DWH), also known as an enterprise data warehouse (EDW), is a system used for reporting and data analysis and is a core component of business intelligence.[1] Data warehouses are central repositories of data integrated from disparate sources. They store current and historical data organized in a way that is optimized for data analysis, generation of reports, and developing insights across the integrated data.[2] They are intended to be used by analysts and managers to help make organizational decisions.[3] The data stored in the warehouse is uploaded from operational systems (such as marketing or sales). The data may pass through an operational data store and may require data cleansing for additional operations to ensure data quality before it is used i…  ( 4 min )
    🚀 From Beginner to Pro: Essential Tips and Tricks for Aspiring Web Developers 🌐💻
    In today’s fast-paced digital landscape, web development is a high-demand and high-reward field. Whether you're building personal projects 🧪 or enterprise-level applications 🏢, evolving from beginner to expert requires structured learning 📚, disciplined practice 🧘‍♂️, and an unrelenting curiosity 🤔. Here’s a comprehensive guide with actionable tips and tricks to accelerate your journey from novice to pro 🧑‍💻👩‍💻. Before jumping into flashy tools and libraries 🛠️, nail the basics: HTML – Structure your content clearly 🧱 CSS – Design beautiful layouts 🎨 JavaScript – Add interactivity and logic ⚡ 💡 Pro Tip: Strong foundations lead to future flexibility. Start slow and build solid ground. Build small, achievable projects like: A personal portfolio website 👤 A weather fore…  ( 4 min )
    Teaching Ecology Through Games: How Simulated Forests Can Build Real-World Awareness
    In a world increasingly impacted by climate change and environmental degradation, there’s a growing need to make ecological education engaging, interactive, and deeply felt. One powerful and often overlooked tool for this is: games. As both a developer and systems designer, I’ve spent the past year building a game that does more than just entertain, it teaches players how ecosystems really work. Not through lectures or text, but through consequences. In my simulation, forests are living systems. Trees grow slowly, and each forest has a measurable "health" score that reflects the balance between mature trees, saplings, and destruction. Destroy too much, and the forest deteriorates. Let it recover, and wildlife returns. Players can choose to assign AI foresters to replant trees or exploit the forest and suffer resource collapse. Wild animals, like rabbits and deer, depend on forest health. Their populations rise and fall based on available habitat. Overhunting or deforestation can drive local extinction, and once they’re gone, they’re gone. There’s no magical respawn. Just like in the real world, regrowth takes time, and sustainability requires foresight. The goal isn’t to punish players, it’s to show them what happens when short-term survival clashes with long-term environmental stability. It’s a lesson better felt than taught. What excites me is the potential for systems like these to go beyond games: As classroom tools for science and geography teachers As simulations for environmental education programs As accessible platforms for young players to understand complex systems like reforestation, overhunting, and biodiversity collapse We need more tools that help people internalize ecological cause and effect, not just read about it. Games, especially those with rich simulation mechanics, are a perfect fit. If you're working in education, sustainability, or simulation, I’d love to connect. There’s a lot more potential to explore at the intersection of game design and environmental learning.  ( 3 min )
    Battery Status API for Power Management Awareness
    Battery Status API for Power Management Awareness: A Comprehensive Guide Table of Contents Introduction Historical Context Technical Overview of Battery Status API 3.1. How It Works 3.2. Web-Standard Adoption Code Examples 4.1. Basic Usage 4.2. Monitoring Battery Changes 4.3. Battery Health Awareness Edge Cases and Advanced Implementation Techniques 5.1. Handling Permissions 5.2. Fallback Mechanisms Comparison with Alternative Approaches Real-World Use Cases Performance Considerations 8.1. Optimizing Battery Status Queries 8.2. Impact on User Experience Potential Pitfalls 9.1. Security and Privacy Concerns 9.2. Debugging Techniques Conclusion Further Reading and Resources The Battery Status API is a web API that allows developers to obtain information abou…  ( 7 min )
    [Boost]
    Mojolicious and Docker DragosTrif ・ Apr 27 #docker #perl #devops #mojolicious  ( 2 min )
    How to Configure network routing.
    Network routing is the process of determining the optimal path for data packets to travel from their source to their destination across interconnected networks. Routers, which are specialized network devices, perform this function by analyzing routing tables and making forwarding decisions based on various protocols and algorithms. Scenario A route table is required. This route table will be associated with the frontend and backend subnets. Skilling tasks Architecture diagram Create a route table Record the private IP address of app-vnet-firewall Steps 1.In the search box at the top of the portal, enter Firewall. Select Firewall in the search results. 2.Select app-vnet-firewall. 3.Select Overview and record the Private IP address. Add the route table Steps 1.In the search box, enter Route tables. When Route table appears in the search results, select it. 2.In the Route table page, select + Create and create the route table. Property Value 3.Select Review + create and then select Create. 4.Wait for the route table to deploy, then select Go to resource. Associate the route table to the subnets Steps 1.In the portal, continue working with the route table, select app-vnet-firewall-rt. 2.In the Settings blade, select Subnets and then + Associate. 3.Configure an association to the frontend subnet, then select OK. Property Value 4.Configure an association to the backend subnet, then select OK. Property Value Create a route in the route table Steps 1.In the portal, continue working with the route table, select app-vnet-firewall-rt 2.In the Settings blade, select Routes and then + Add. 3.Configure the route, then select Add. Property Value  ( 4 min )
    Why Web Designers Should Collaborate with SEO Experts for Successful Web Development
    In the course of my over 17 years of practicing search engine optimization, I have come across instances where websites were developed with astonishing professionalism which in some cases came close to perfection but... The but in the previous paragraph means that, even when the websites were developed well, they fail to be of any value because those websites never ranked for any thing and thus failed to gain any traffic from any search engine at all. This reason prompted me to write this post in hope that somebody will benefit from it by avoiding the mistakes made. In the evolving landscape of digital services, collaboration in web development has become more crucial than ever. It is not just about creating visually appealing websites anymore; it’s about building platforms that perform we…  ( 10 min )
    Design Thinking in UI/UX: Making Products People Love
    In today’s fast-moving digital world, people expect apps and websites to work smoothly and be easy to understand. If something feels slow, confusing, or frustrating, users often leave and try something else. That’s why design thinking is so important. It helps us understand people’s real needs before we start designing. Design thinking is widely used in UI/UX design to create apps and websites that are not only good-looking, but also easy to use, useful, and enjoyable. Design thinking is a human-centered way of solving problems. Instead of jumping straight to solutions, it focuses on the people who will use the product. five main steps in design thinking: Empathize – Try to understand the users. Talk to them, observe how they use things, and listen to their pain points. What are their goal…  ( 4 min )
    VibeCoding Flow 0.1.0: From Idea to Code — In One Command
    Hey Devs! I'm @ion-linti, a 17-year-old indie AI developer — and I'm excited to announce the first release of my open-source project: VibeCoding Flow. VibeCoding Flow is a next-gen AI‑powered IDE. You describe your idea in natural language — and get a full project generated: structure, code, logic, everything. Just one command like this: vibe new myapp "a beautiful todo app with Windows UI" And boom — your project is ready to go. In this release, VibeCoding Flow can: Generate a complete folder structure Create README, requirements.txt, and starter code Store the project spec in spec.json and local SQLite memory Use GPT to generate functional code Python CLI (argparse, rich) Modular architecture: Promptifier, Architect, CodeGenerator Per-project memory in SQLite This is the 0.1.0 Alpha release — usable, but evolving fast. What’s next: ✨ Tauri GUI with Monaco Editor 🧠 reasoning agent ✅ Symbolic verification (Prolog / Z3 SMT) 🔁 Auto-testing pipeline (pytest) 🔌 Plugin system for full customization GitHub: github.com/ion-linti/VibeCodingFlow Roadmap & issue tracker are public — feedback welcome! PRs, stars ⭐, feature requests — all appreciated. This is more than a dev tool — it's a step toward rethinking how we code. Let’s make building software smoother, smarter, and a bit more joyful. ⚡️ Let’s make coding flow again.  ( 3 min )
    Embracing Rich Domain Objects: A Practical Guide
    In the domain of software design, the way data is modeled significantly impacts the clarity, robustness, and scalability of an application. As systems evolve and become increasingly complex, the need for clear domain boundaries and well-encapsulated behavior becomes essential. This is where Rich Domain Objects (RDO) offer a compelling solution. RDOs advocate for encapsulating both state and behavior within domain entities, thereby promoting a more cohesive and maintainable architecture. In this article, we will explore the concept of Rich Domain Objects, their benefits, and how they can be effectively implemented in Java using a practical, real-world example. By the end, you will gain a deeper understanding of this approach and walk away with testable, production-ready code. Rich Domain Ob…  ( 5 min )
    Submit to this tech challenge
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined What I Built Demo Project Repo My Journey Using Permit.io for Authorization  ( 2 min )
    Proposal: A Custom Widget Editor for Elementor (HTML/CSS/JS, Built-In)
    🛠️ Proposal: A Custom Widget Editor for Elementor (HTML/CSS/JS, Built-In) Have you ever wanted to build your own widget in Elementor using just HTML, CSS, and JavaScript — without creating a WordPress plugin? Currently, building a custom widget in Elementor requires writing PHP, registering it with WordPress, and deploying it via plugin. For many frontend developers, this creates a barrier. Elementor is a powerful visual builder, but when it comes to adding custom functionality (like animations, dynamic components, or third-party APIs), you're limited to embedding code in HTML widgets — and even then, it's clunky and lacks structure. What if Elementor had a built-in Custom Widget Editor? Code editor tabs for HTML, CSS, and JavaScript Live preview inside the panel Save & reuse custom widgets across projects Export to plugin or Elementor template Syntax highlighting and basic linting Aimed at power users, it would bring the experience of CodePen or JSFiddle directly into the Elementor UI. Here’s a quick visual mockup of how it could look: I’ve shared this idea in the official Elementor GitHub Discussions: 👉 Read or join the conversation here If you're a developer, designer, or part of the Elementor team and this idea resonates with you — I'd love to hear your thoughts. Thanks for reading, and happy building! `  ( 3 min )
    What Are Some Advanced Features Of Groovy in 2025?
    In the programming world, Groovy has long been recognized for its agility and versatility on the Java platform. As we move into 2025, Groovy continues to offer a plethora of advanced features that make it a compelling choice for developers building modern applications. Let's explore some of these advanced features and how they contribute to the continued success of Groovy. Groovy has always been appreciated for its succinct syntax, and in 2025, further enhancements have made Groovy scripts even more readable and concise. New shorthand notations and improved control structures allow developers to express complex logic with minimal code, making Groovy an even more potent tool for rapid development. Static compilation has been a game-changer for Groovy, offering performance benefits closer to…  ( 4 min )
    Scheduling Transformations in Reactivity
    From pure event graphs to safely mutating state There’s a saying: “Every plan is perfect until you get punched in the face.” In software, that punch often comes the moment your pure logic has to interact with the real world. In our last post, we built a clean, composable model for events — one based on transformations, ownership, and simplicity. But so far, everything has been pure. We transform values, we log them, we react — but we haven’t changed anything. That changes now. Let’s take this innocent-looking example: const [onEvent, emitEvent] = createEvent() onEvent(() => console.log(state())) onEvent(() => setState("world")) onEvent(() => console.log(state())) What should this log? "hello" and then "world"? "world" twice? Or "hello" twice? The answer depends entirely on execution ord…  ( 6 min )
    Crushing the Command Line with Amazon Q: Building a Medium to DEV.to Converter
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line I built medium2dev, a command-line tool that automatically converts Medium blog posts to DEV.to-compatible markdown format and optionally publishes them directly to DEV.to as draft posts. This tool solves a common problem for technical writers who publish on multiple platforms: maintaining consistent formatting across different publishing platforms. The tool preserves: Article title and headings Text formatting (bold, italic, etc.) Code blocks with proper syntax highlighting Inline images (automatically downloaded and referenced) Lists and other structural elements Generates proper DEV.to frontmatter Here's a demonstration of converting a Medium article to DEV.to format: # Basic conversion…  ( 8 min )
    A Next.js Starter for Music/Video SaaS --Would You Use It?
    🎧 A Next.js Starter for Music/Video SaaS — Would You Use It? While building a personal SaaS app focused on music streaming, I ran into a common issue: there's no starter template for media-heavy SaaS platforms in the Next.js ecosystem. We have great examples for blogs, e-commerce, and dashboards — but nothing geared toward apps like Spotify, YouTube, Bandcamp, etc. A starter template (official or community-built) that helps developers quickly build music or video-based SaaS platforms, including: Modular layout (admin dashboard + public site) SSR-compatible media player YouTube/Spotify API integration Auth system (for creators and users) Stripe billing setup Media upload via Cloudinary, Bunny, or UploadThing Streaming SaaS apps always repeat the same core features — authentication, content dashboards, media playback, etc. Having a purpose-built starter would: Save developers a lot of time Reduce duplicated effort Make Next.js even more attractive for startup and indie devs I’ve shared this idea on GitHub Discussions to get feedback from the community. 👉 Join the discussion here Here’s also a simple wireframe mockup of the concept: If this sounds useful to you, please comment or join the GitHub discussion. I’d love to co-build an MVP if there’s interest. Thanks for reading!  ( 3 min )
    Ready for challenge.
    Dev challenge is great opportunity for coders. And I'am Ready for challenge.  ( 2 min )
    Should I learn full-stack development in 2025 ?
    A post by Sunny Rajput  ( 2 min )
    How to use canvas in Web Workers with OffscreenCanvas
    Lately, I have been working on a feature to capture images from media streams and scale them down to reduce their size. This helps save storage and reduce costs before uploading the images to a storage service. For this, I used Canvas to render the image data from the stream and then convert it into a blob of the required MIME type. Canvas rendering, animation, and user interaction occur on the main thread. If the rendering and animation are intensive, they can affect performance. After a few weeks, we received feedback from users that the application felt laggy and slow. So, I decided to move the whole pipeline to a web worker. However, Canvas requires DOM access for rendering and animations, which is not available in web workers. This limitation makes using Canvas in web workers challeng…  ( 7 min )
    Getting Started with Pydantic: Type-Safe Data Models in Python
    Pydantic is a powerful Python library that leverages type hints to provide robust data validation and serialization. It simplifies the process of defining, validating, and parsing data models, making it an essential tool for developers working with APIs, configuration files, or any data-driven application. In this post, we’ll explore Pydantic’s core concepts, walk through its installation, and demonstrate how to create a type-safe User model. Pydantic allows you to define data models using Python’s type annotations. It automatically validates data against these types, ensuring correctness at runtime. Key benefits include: Type Safety: Catch type errors early with minimal boilerplate. Data Validation: Enforce constraints like string lengths, number ranges, or required fields. Automatic Pars…  ( 5 min )
    Untitled
    Check out this Pen I made!  ( 2 min )
    Empowering LLMs: MCP Manager, a Rust Middleware for API Interaction via Model Context Protocol
    Hey Dev Community! I'm excited to share a new open-source project I've built: MCP Manager. Developed in Rust, this tool acts as a crucial piece of middleware designed to enable Large Language Models (LLMs) to interact with and call external APIs using the Model Context Protocol (MCP). While LLMs are incredibly powerful at understanding and generating text, connecting them reliably and securely to external systems to perform actions is still a significant challenge. Existing methods can be ad-hoc, lack standardization, or require complex custom integrations. The only integrations I was able to found are proprietary or paid. The only real alternative is Claude for Desktop, however it is limited to the Antropic models. MCP Manager provides a standardized way for LLMs (initially supporting Goo…  ( 4 min )
    💡 9 Killer DSA Patterns to Crack Any Coding Interview 🚀
    If you're prepping for coding interviews at top tech companies like Google, Amazon, or Meta, there’s one secret weapon you can’t ignore: mastering DSA patterns. Forget brute-force memorization—interviewers want to see pattern recognition and problem-solving intuition. That’s where these 9 game-changing patterns come in. Let’s break them down with 🔥 handpicked resources so you can prep smart, not just hard. Two pointers help you scan arrays and strings from both ends, or at different speeds, to eliminate brute-force. 💥 Perfect for: sorted arrays, palindromes, pair sums. 🔗 Resource: Solved all Two Pointers problems in 100 days (LeetCode) Imagine a moving window that adapts as you process subarrays or substrings—efficient and elegant. 🚀 Time complexity: O(n) for many problems that would o…  ( 4 min )
    Desvendando SSR, CSR, SSG e RSC: Entenda de vez essas siglas do React e Next.js
    Quando decidi ir além do react e me aprofundar nos estudos com Next.JS frequentemente me via cercada por essa sopa de letrinhas, SSR, CSR, RSC, quantas siglas ein? SSR SSG CSR React Component React Element Antes de se aprofundar nos conceitos um por um, é importante esclarecer o que para mim é a chave para diferenciar eles: nível de página, já o RSC (React Server Components) se refere a renderização dos componentes que posteriormente formarão a página, ou seja, enquanto o output do SSR e CSR é o HTML, o output de um RSC é uma notação customizada, semelhante a um JSON que descreve como deve ser feita a renderização do componente, se essa última parte ficou um pouco confusa, não se preocupe, iremos nos aprofundar com um exemplo logo adiante mas é importante lembrar das diferença chave: SSR,…  ( 8 min )
    Transformations in Reactivity
    What happens when we stop treating events like second-class signals? Signals have gone through a quiet renaissance. Once a niche concept, they’ve become the backbone of fine-grained reactivity across modern frameworks — from SolidJS to Svelte 5, Vue’s Composition API, and beyond. With laziness, ownership, batching, and async support, signals are no longer just state — they’re a reactive architecture. Meanwhile, events have stayed… familiar. Push-based systems like RxJS still dominate, with powerful abstractions — and plenty of baggage. They’re expressive, but complex. Powerful, but leaky. This series explores a different direction: What if we evolved events the way signals evolved? What if push and pull reactivity didn’t require different paradigms, just different shapes? Let’s start sm…  ( 6 min )
    Nextronix Diet: Forks Over Fail
    Welcome to Nextronix.ai — my AI-powered fitness diet planner, built as part of my journey to master full-stack development and AI integration! Powered by Gemini API, Vapi Voice Assistant, and crafted using Next.js, TypeScript, Convex DB, and Clerk, this project listens to your voice, gathers key details, and creates a free, personalized diet plan just for you. 🔹 AI Voice Assistant Calls (via Vapi) Learning from the tutorial on Youtube: Codesistency This is Day 2 (missed Day 1 😅), but I’m showing up consistently from here on!  ( 3 min )
    List of important Docker commands: Docker Series 03
    Introduction Welcome 👋 to this blog. If you want to learn about Docker and are a beginner, you have come to the right place. This blog series will cover everything from the very beginning to the end. This blog will teach us about the necessary and important Docker commands. $ docker ps Note: If the Docker commands are not running in your system, it is not installed or does not have enough privileges to use it with sudo commands. $ docker ps -all Step 1: Create a container $ docker container create hello-world:linux Here, hello-world:linux is a hello world container image which is pulled from the docker hub Step 2: Start the container $ docker container start Here, is the container ID which can be obtained by running the previous commands docker ps. $ docker run hello-world:linux docker run = docker container create + docker container start + docker container attach $ docker log $ docker exec $ docker exec --interactive --tty $ docker stop -t $ docker rm $ docker images $ docker rmi $ docker rmi -f $ docker run -p 5001:5000 our-server $ docker tag username/your-image-name:0.0.01 In this blog, we explored different commands of Docker containers, images, emphasising their roles in container & image creation. In the next blog, we will delve deeper into the technical aspects. Stay tuned Hire me: ankursingh91002@gmail.com LinkedIn Twitter  ( 4 min )
    Navigate Linux Like a Pro: Understanding Absolute vs Relative Paths
    Introduction As I continue my RHCSA journey with the 30-day Linux challenge, today’s focus is all about mastering paths something that might seem small but it plays a huge role in working effectively within a Linux environment. Understanding the difference between absolute and relative paths is essential for navigating the file system with confidence, writing scripts and managing tasks precisely. So let’s simplify this with examples, tips and real-world use. Index What Are Paths in Linux Practice Real Time Scenario Recommendations Quick Summary A path is the address of a file or directory in the Linux filesystem. It tells the shell where a file or folder is located. There are two types of paths: An absolute path starts from the root (/) and shows the full directory route to the file o…  ( 4 min )
    Hello I am new and want to learn coding
    A post by Billy  ( 2 min )
    Content about build_influence
    Enhance Your Workflow with build-influence Hello developers! Today, we’re taking an in-depth look at build-influence—a tool designed to streamline how you analyze your code repositories and generate content for platforms like dev.to, Twitter, LinkedIn, and more. In this deep dive, we'll explore the functionality of build-influence, provide code examples, and use a mermaid diagram to illustrate its workflow. Let’s dive right in. build-influence is a project focused on simplifying repository analysis and content creation. It combines an AI-driven codebase interview process with platform-specific content generation, all accessible through an intuitive CLI. Whether you’re working solo or with a team, build-influence is built to integrate smoothly into your workflow. Automated Code Repository…  ( 4 min )
    Content about build_influence
    Developers know the struggle: you’re here to code, not to become a marketingmaestro. Enter build-influence—a tool that lets you focus on building great software by automating the tedious parts of repository management and multi-platform publishing. This deep dive will reveal how build-influence transforms your coding workflow into a seamless, efficient experience. At its core, build-influence is an all-in-one solution that reimagines how you manage your code repositories. It simplifies your development process by offering: • AI-driven codebase interviews that extract essential insights without drowning you in details. • Automated content generation, reducing the burden of writing extensive documentation. • Effortless multi-platform publishing to platforms like Dev.to, Twitter/X, and Link…  ( 4 min )
    What is Machine Learning really about ?
    📊 Machine learning is about using data to make smart predictions or decisions. But other fields (like statistics or psychology) also work with data, so how they are different than Machine Learning ❓ And the correct answer is - ✅ their goals are different. To understand it much more clearly let me give an example: 🌻 Imagine you have a garden. You notice some flowers are growing really big, and some are small. Now you're curious - why are some flowers bigger than others? 📈 In Statistics: You count how much 🌊 water, ☀️ sunlight, and 🌱 fertilizer each flower got. “Ah! When I give more water, flowers grow bigger!” You make a rule (a model) to explain what makes the flowers grow. "why" here is: “Because they got more water and sunlight.” So you create a model to explain the relationship — you’re interested in the why. ✅ Goal: Understand the cause behind the outcome. 🧠 In Psychology: Let’s say you're studying how your friend feels. When your friend doesn't sleep, they get cranky 😠. You ask: “Why is my friend cranky today?” And you think: “Maybe it’s because they didn’t sleep well 😴.” So you're trying to find the real reason behind feelings or behavior. “Because they didn’t sleep.” You try to find the real reason behind their feelings or behavior. ✅ Goal: Understand human emotions and behavior — again, the why. 🤖 In Machine Learning: You give the computer LOTS of examples: How much water each flower got 💧. How big it grew 🌼 The computer learns to guess flower size just by looking at water and sunlight — but it doesn’t really know why. It just learns to make good guesses. “Why is this flower big?” It might say: “I don’t know, but I saw something like this before, and it turned out big.” ✅ Goal: Make accurate predictions, even if it doesn’t understand why. So, the goal is the key difference in Machine learning vs Others (like statistics or psychology). ✨ Machine Learning is less about explaining why something happens and more about guessing what will happen next, based on patterns in data.  ( 4 min )
    A Beginner’s Guide to Getting Started with Messages in LangChain
    If you've spent any time developing AI, whether it's a chatbot, a support agent, or a simple Q&A app, you've already come across messages. Even if you didn’t pay them much attention, they were there, quietly doing the heavy lifting behind every interaction. So, why should you care about messages in the first place? They are the foundation of how chat models communicate. Messages carry the what, who, and how of a conversation. Without understanding them, you're essentially flying blind. But once you do, you gain precise control over your model's behavior, clarity in structuring your prompts, and flexibility when building more advanced workflows. Before we dive in, here’s something you’ll love: We are currently working on Langcasts.com, a resource crafted specifically for AI engineers, wheth…  ( 10 min )
    My Git & GitHub Learning
    I’ve known the basics of Git and GitHub for a while — enough to push and pull, clone a repo, maybe create a branch. But honestly? I never really went deep into how Git actually works under the hood.  ( 3 min )
    Annotations in Oracle Database 23ai
    In Oracle Database versions prior to 23ai, the Comment functionality allowed users to add descriptive information for objects such as tables, table columns, materialized views, and views. However, this feature had certain limitations: All comments were stored as a single, lengthy text. There was no option to categorize the comments. Oracle 23ai introduces the Annotation feature, which provides similar functionality to comments but with additional capabilities. Using Annotations, users can add structured and categorized descriptions to objects like tables, views, materialized views, indexes, and columns, based on name-value pairs. Key Features of Annotations: Flexibility: At least one Annotation_name is mandatory for an annotation. Multiple Annotation_name and Annotation_value pairs can b…  ( 4 min )
    AI Agents: how they work and how to build them
    Have you heard about AI Agents? Of course, you heard about them. These are the intelligent agents who will take our jobs in a few years! I don’t want to scare you, but someone on Twitter said that “most jobs will become obsolete” in less than 10 years. McKinsey agrees (they say AI Agents will replace 70% of office work), and Goldman, too. So, I guess our clock is ticking. We don’t have much time. It’s probably better to take a woodworking course or something similar. But I am not that good at woodworking. So, let’s try to understand how AI Agents work and if they are that scary. If you read Twitter or Linkedin, AI Agents look like special agents that can do everything. The demos that they share look amazing. However, these agents don’t feel that special when you use them. They are helpfu…  ( 25 min )
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    Best Alpine.js Alternative Anthony Max for HMPL.js ・ May 3 #webdev #javascript #programming #opensource  ( 2 min )
    Zod v4: 17x Slower? (and Why You Should Care) 🚦
    Hey everyone! 👋 I'm Dmitry, the creator of Sury—the fastest schema library out there. If you’re a fan of Zod (and who isn’t?), you’ll want to read this. Today, I want to share some surprising findings about Zod v4’s performance, what it means for you, and how to avoid the pitfalls. Let’s start with a little clickbait: Zod v4 became 17 times slower, and nobody noticed 🙈 This is 100% true, but of course, that’s not the whole story. Let’s dig in. Recently, while prepping for the big Sury v10 release, I decided to rerun my benchmarks with Zod v4. The results? Fascinating. For a non-trivial schema, Zod v4 is now 8x faster than before. But when you create a schema and use it just once (a common pattern in React components), performance drops significantly—down to about 6 ops/ms. You might thi…  ( 5 min )
    Mentions United: Peertube Provider
    I don't often work with videos, especially not on social media. But every now and then I record one with my smartphone, for example at a concert or a soccer match, and want to blog about the event later. I then embed the MP4 files as an asset in the corresponding Markdown. Over the years, a few MB have accumulated and at some point I had to think about where to put them in order to keep the size of the blog under 1GB. Outsourcing to YouTube? I can, but that would be the wrong direction for me. Something on Fediverse or the social web? Of course ... Peertube! On the German instance clip.place operated by adminForge, a channel for the videos was quickly created and uploaded. Basically I only had to change the URL's in the video and iframe tags to the new ones. I don't expect a lot of comment…  ( 5 min )
    AltSchool Of Engineering Tinyuka’24 Month 3 Week 2
    This week’s class began with our signature engaging discussions, where we reflected on the key takeaways from last week’s session. We dove into the intricacies of CSS, exploring how to style your web documents, essential techniques for styling HTML elements, and how to resolve style conflicts with specificity an essential concept in web design. We also covered the differences between block and inline elements in CSS, among other topics! For a more in-depth exploration of these subjects, be sure to check out my last article here. This week, we’ll be exploring CSS resets and normalizing styles. Join me as we dive in together! A CSS reset is a collection of CSS rules designed to eliminate the default styling applied by browsers to HTML elements. By resetting styles to a uniform baseline, dev…  ( 9 min )
    Creating an MCP Server Using Go
    In November 2024, Anthropic published a blog post announcing what may be its most significant contribution to the AI ecosystem so far: the Model Context Protocol. According to the official definition on the website: MCP is an open protocol that standardizes how applications provide context to LLMs. Think of MCP as a USB-C port for AI applications. Just as USB-C offers a standardized way to connect your devices to various peripherals and accessories, MCP provides a standardized way to connect AI models to different data sources and tools. Quickly, other players began announcing support for this new protocol: To keep this post concise, I won’t discuss the architecture defined by MCP in detail, but I’ll leave some links at the end for those who want to dive deeper. Still, some basic componen…  ( 6 min )
    Day 14 of Coding!
    100DaysofCode Day-14 Learned how to work with the os module (directory operations, file paths, etc.) Understood how random.seed() works and why it's useful for reproducibility Learned what if name == "main" means and how it's used in Python scripts Solved another LeetCode Easy problem!  ( 2 min )
    What I Learned Hosting WordPress on an NGINX VPS (and Optimizing It for SEO)
    A few months ago, I started building my online gaming Blog and E-commerce site for the Roblox gaming community. But instead of going the easy route with shared hosting or a managed WordPress provider, I wanted full control. So I spun up a bare Ubuntu VPS, installed NGINX, and started learning everything the hard (but rewarding) way. Why WordPress on a VPS? No bloat: I wanted a clean, fast stack — no unnecessary plugins or GUIs. More control: From PHP version to rewrite rules, I wanted to tweak everything myself. Cheaper in the long run: VPS plans are affordable and scale well. Stack Setup (The Barebones Way) I’m running: Ubuntu 22.04 NGINX PHP 8.2 MySQL Let’s Encrypt SSL WordPress (manual install via wget) No cPanel, no one-click install — just terminal commands, logs, and Google when thin…  ( 4 min )
    [Boost]
    Webpack para torpes 🧐 Cristian Fernando ・ Oct 18 '21 #webdev #javascript #webpack #spanish  ( 2 min )
    Killing Bots at the Gate: Detecting Malicious Crawlers with Nginx
    Bots are a fact of life on the internet. Some are helpful—like search engine crawlers. Others scrape your data, spam your forms, or brute-force your login pages. If you’re self-hosting with Nginx, you don’t need a pricey SaaS WAF to stop them. Here's how to detect and destroy malicious bots using good ol’ Nginx, a few scripts, and some zip-bomb flavor. Nginx logs tell the full story. Make sure you're capturing User-Agent, IP, and paths. log_format main '$remote_addr - $remote_user [$time_local] "$request" ' '$status $body_bytes_sent "$http_referer" ' '"$http_user_agent"'; access_log /var/log/nginx/access.log main; Now dig through logs for patterns: # Top IPs by request volume awk '{print $1}' /var/log/nginx/access.log | sort | uniq -c | sort -nr…  ( 5 min )
    I’m testing Google Ads before building my SaaS — here’s why (and how)
    Most indie hackers make this mistake: They build a product — then try to find customers. I’m trying the opposite. I launched a landing page first, and immediately started testing demand with paid ads — even before writing a single line of code. Building a product takes time. And if nobody wants it... all that effort is wasted. Instead of waiting until launch, I want answers early: Are people searching for this kind of product? Will they click? Will they leave a lead? How much will it cost me to get one? What I did: Built a simple landing page on Framer in one day Set up a €20 test budget on Google Ads Created a form to collect early leads Tracked everything manually — no complex funnel yet I made a mistake 😅 600 useless clicks later, I paused the campaign. Second try: ✅ High-intent keywords Simple ad copy No display, no video, no smart automation The result? Lower traffic — but real, relevant visitors. And a few leads. Even with €10–20, I got signal: People are searching for this I’m getting a few signups And I can start estimating my customer acquisition cost This will help me decide: Is this idea worth building? What pricing makes sense? What channels work best? Next steps (Hint: talk to them — don’t ghost them.) Let me know if you're testing your own SaaS ideas too — I'd love to hear your approach!  ( 3 min )
    Untangling the AWS VPC Maze: Your 10-Step Network Troubleshooting Guide
    You've launched your EC2 instance. The security group looks perfect. The application should be running. You try to hit the public IP address in your browser, or maybe SSH in... and crickets. Nothing. That familiar sinking feeling hits: "Why can't I connect?" If you've worked with AWS, you've likely been there. Network connectivity issues in Amazon Virtual Private Cloud (VPC) are common, often frustrating, but almost always solvable with a systematic approach. (Intro/Hook: Relatable problem, setting the stage) In the cloud, networking isn't just plumbing; it's the central nervous system of your applications. Your VPC configuration dictates how your resources communicate with each other, with other AWS services, and with the wider internet. A misconfigured route table, a forgotten security g…  ( 10 min )
    What is Data Science and Why It Matters Today – A Beginner’s Roadmap
    Have you ever wondered how Netflix knows what to recommend? Or how your bank detects fraud? The answer lies in data science In this article, I’ll explain what data science is, why it’s so important today, and share a beginner-friendly roadmap to help you get started. What is data science? At its core, it is the art of extracting knowledge from data. It combines: Mathematics Statistics Programming With data science, we can discover patterns, make predictions, and solve real-world problems using data. Why is Data Science Important Today? We live in a world where data is everywhere. But data alone is not enough. We need data science to understand it and use it effectively. Beginner’s Roadmap to Learn Data Science You don’t need to be a math expert to start! Here’s a practical path you can follow:  ( 3 min )
    Understanding onMouseEnter, onMouseOver, and onMouseMove in React
    Recently, I was building an animated tabs component for my website, something similar to the animated tab switcher found on Vercel’s dashboard (below) I was using Framer Motion’s layout animations to animate a background highlight that follows the active tab. Each tab was a div, and I added onMouseEnter and onMouseLeave event listeners to track which tab was currently highlighted. Simple enough, right? It worked... until I started moving my mouse quickly between the tabs. Sometimes, especially when I moved the mouse at a high speed, none of the tabs appeared to be hovered. The highlight vanished. It was as if my mouse had exited all the elements, even though it was clearly moving over them. That behavior didn’t make sense. So I dug in. And that’s when I stumbled upon the differences betwe…  ( 4 min )
    Cool python syntax techniques
    Did you ever do something that your friends saw and said "Wow, how did you know that?" String formatting and interpolation ✔️ Inline conditionals ✔️ List comprehensions ✔️ Lambda functions ✔️ Type hinting ✔️ ⛓️ String formatting and interpolation The first way that people often learn to join values and strings is the concatenating method: words = "5" concat_str = "This string has " + words + " words" However, this method is not very readable and doesn't work on many languages. Interpolated strings are a way of combinating variables and fixed strings in a more visual way, which can help code insight and debugging. The next three ways are much better and have some useful particularities: f-strings (my favourite) .format() % operator On python version 3.6 and higher, a new way …  ( 7 min )
    Best Alpine.js Alternative
    In this article I'll tell you about a great replacement for Alpine.js that will help you do the same (and even more) with server-side HTML. A couple of months ago I wrote a similar article about HTMX, and now I can finally write about the benefits you can get by using HMPL instead of Alpine.js. In my opinion, this idea has much greater potential than what has been done so far. Well, let's get started! First of all, all comparison will be in the context of the server connection. We will not consider options for regular client functionality here. Although everything is done on the client, there are still serious differences. We will consider the following parameters when comparing: Rendering Customization of server requests Disk space What's under the hood of the modules We will also touch o…  ( 7 min )
    1007. Minimum Domino Rotations For Equal Row
    1007. Minimum Domino Rotations For Equal Row Difficulty: Medium Topics: Array, Greedy In a row of dominoes, tops[i] and bottoms[i] represent the top and bottom halves of the ith domino. (A domino is a tile with two numbers from 1 to 6 - one on each half of the tile.) We may rotate the ith domino, so that tops[i] and bottoms[i] swap values. Return the minimum number of rotations so that all the values in tops are the same, or all the values in bottoms are the same. If it cannot be done, return -1. Example 1: Input: tops = [2,1,2,4,2,2], bottoms = [5,2,6,2,3,2] Output: 2 Explanation: The first figure represents the dominoes as given by tops and bottoms: before we do any rotations. If we rotate the second and fourth dominoes, we can make every value in the top row equal to 2, as indicated …  ( 25 min )
    How to use curl
    # What is curl? curl (connect URL) is a command line tool and a library for transferring data with URLs. curl? Curl literay let's do anything related urls. It can: Test any REST/ GraphQL/ API Test anything else related to http/https requests and responses. Test xml/ json RPC protocols Upload/ download files Perform Monitoring and deployments with the help of scripts If you're an engineer of just a pc enthusiast who works with urls, you should learn curl coz it's gonna make your life easier. curl Flags: -X : Specifies the HTTP method (e.g., GET, POST, PUT, DELETE). -H " ": Adds a header to the request. -d "": Sends data with a POST request (useful for sending JSON). -I: Fetches only the HTTP headers. -O: Saves the response to a file. -L: Follows redirects. -u <u…  ( 4 min )
    Test Independence Done Right: How to write truly isolated tests!
    Overview One of the MOST important rules in automation is having independent tests. This means tests should not rely on each other and you should be able to run any test from any suite at any time. In this blog post, I am sharing some proven practices I've picked up over a decade in test automation. Cypress is used for the demos, but the concepts apply to any test automation stack. Special thanks to @Sebastian Clavijo Suero for his great feedback and suggestions! ⚠️ Disclaimer: The techniques and practices shared in this article are based on real-world experience across multiple projects and teams. While they’ve worked well for me and many others, they’re not the only way to approach test isolation, and I’m not claiming these are the best approaches. There may be different valid soluti…  ( 16 min )
    Generative AI requires Skills and Hard Work
    Usually, I'm a nice guy. I roll with the punches, if I can. But, I am so sick of people's attitude toward generative AI. I'm talking about using generative AI for game development -- especially for artwork. It seems that there is a misconception that using AI means that you aren't doing any work and/or your art skills are weak. Frankly, that's bullshit! There are four types of assets that I use in my game: Purchased Assets. I have hundreds of purchased assets -- especially from Itch.io. I'm a bit of a hoarder. Some I buy because I want to use them in a game. Some I buy because they make me smile. Some I purchase because I want to learn from the artist -- I like their style and may want to mimic certain elements of it. (I've never used another artist's work to train an AI!) Howev…  ( 6 min )
    GitHub Sponsors: Navigating Privacy and Security
    Abstract This post delves into GitHub Sponsors, a platform designed to financially support developers while addressing crucial privacy and security concerns. We explore the background of GitHub Sponsors, its core features, ethical and technical challenges, and prospects for future innovation. We integrate insights from related open-source funding models, cybersecurity principles, and policy guidelines, complemented by tables and bullet lists. Additionally, we provide curated links to GitHub’s privacy statement, ethical software development practices, and alternative funding platforms—all within a format optimized for human readers and search engine crawlers. GitHub Sponsors emerged in 2019 as an initiative aimed at improving sustainability in open-source projects by allowing monetary sup…  ( 8 min )
    I Love Flutter, But Sometimes It Feels Like We're In A Toxic Relationship
    Listen. I adore Flutter. Like, I’m talking full-on, butterflies-in-my-stomach, swipe-right-every-time kind of love. It's beautiful, modern, and powerful. It lets me build for Android and iOS (and more!) with one codebase, which is honestly chef’s kiss. Flutter has been the MVP of my career as a mobile dev. But even in the healthiest relationships, you have fights, right? And me and Flutter... we have some fights. Sometimes it gaslights me. Sometimes I wake up and wonder if I made the right choice. So this isn’t a hate post. It’s not a breakup letter. It’s more of a... vent. A good ol’ "I love you but what are you even doing right now???" post. Here are 10 things that make me mad about Flutter, even though I wouldn’t trade it for anything else (well… maybe for a decent debugging experience …  ( 9 min )
    Why JetBrains Junie is the Best AI Agent I’ve Ever Used So Far
    I’ve been there using lot of different tools with AI Agents: Trae IDE Builder, Cursor, JetBrains Junie.. And this is my opinion on them :) Junie isn’t just another AI assistant that suggests code snippets. Launched in January 2025 and now production-ready, Junie represents a leap from reactive code suggestions to proactive task execution. Unlike traditional tools like GitHub Copilot, which focus on autocompletion, Junie acts as a collaborative agent capable of planning, executing, and debugging multi-step workflows — saving hours of manual effort! It’s an autonomous coding agent that can take on entire tasks, from understanding your project structure to writing code, running tests, and even refactoring, all within your IDE. As a tester who’s tested numerous AI tools, I found Junie’s abilit…  ( 4 min )
    Getting Started with wxPython: A Beginner's Guide
    Want to build Python desktop applications? wxPython is a great choice! In this guide, we’ll go through: Installing wxPython Creating a simple window Adding buttons and handling events To get started, install wxPython: pip install wxPython Here's a basic wxPython window: import wx app = wx.App(False) frame = wx.Frame(None, wx.ID_ANY, "Hello wxPython!", size=(300, 200)) frame.Show(True) app.MainLoop() A basic window titled “Hello wxPython!” will appear. Let's add a button and show a message when it's clicked: import wx class MyFrame(wx.Frame): def __init__(self): super().__init__(None, title="wxPython Button Example", size=(300, 200)) panel = wx.Panel(self) self.button = wx.Button(panel, label="Click Me", pos=(100, 50)) self.button.Bind(wx.EVT_BUTTON, self.on_click) def on_click(self, event): wx.MessageBox("You clicked the button!", "Info", wx.OK | wx.ICON_INFORMATION) app = wx.App(False) frame = MyFrame() frame.Show() app.MainLoop() wxPython is a powerful and flexible way to create cross-platform desktop apps using Python. Want more guides like this? Follow me and drop a comment! More coming soon: Layout management Dialogs and menus Advanced widgets Stay tuned!  ( 3 min )
    Stop Letting JavaScript Numbers Fool You – Master Them in Minutes!
    title: "Understanding Numbers in JavaScript: A Complete Guide" description: "From floating-point quirks to BigInt, learn how numbers really work in JavaScript with examples and best practices." JavaScript is a powerful and flexible language, but its handling of numbers can be a bit quirky—especially if you're coming from languages like Python or Java. In this article, we’ll break down how numbers work in JavaScript — from basic arithmetic to edge cases you should know. In JavaScript, all numbers are stored as floating-point values, even if they look like integers. console.log(typeof 10); // "number" console.log(typeof 10.5); // "number" JavaScript uses the IEEE 754 double-precision floating-point format. let a = 5; let b = 2; console.log(a + b); // 7 console.log(a - b); // 3 co…  ( 5 min )
    Hugo: don't miss the best part
    Hugo is a fantastic piece of software, IMHO. It's highly flexible and covers lots of great features, which saves hours of work. If you want to dive into theme development, this could be a great contribution for the community. However, it's easy to miss critical concepts if you don't spend enough time learning how to do it right. Hugo is a framework, so it has its specificity. It's impossible to cover everything here, but, roughly speaking, many templates will inherit from generic structures, so you can prevent unnecessary duplication (e.g., HTML markup) just by defining blocks and using hooks: layouts/ ├── _default/ │ ├── _markup/ │ │ ├── render-image.html <-- render hook │ │ └── render-link.html <-- render hook │ ├── baseof.html │ ├── home.html │ ├── section.html │ …  ( 4 min )
    Gemesis (OSP) and Indie Hacking: Revolutionizing the NFT Industry
    Abstract: In this post, we explore how Gemesis, a groundbreaking open-source platform (OSP), is energizing the NFT scene through indie hacking. We discuss the fundamentals of non-fungible tokens, the technological backbone that supports decentralized creative ecosystems, and how Gemesis empowers indie creators. In addition, we examine challenges, use cases, and future innovations in the NFT ecosystem. With technical insights balanced with accessible language, this guide offers an in-depth look at how decentralization, open-source collaboration, and sustainable blockchain practices are reshaping digital ownership and creative funding. The NFT industry is in the midst of a transformative revolution. At its core lie two crucial elements: groundbreaking technology and a spirit of indie creati…  ( 9 min )
    Next.js Localization Best Practices for Enterprise Apps
    Table of contents Table of contents Overview Guideline for adding new key Folder acrhitecture Configuration Provider and client support Combination with failure handling and params validation This article based on Next.js boilerplate repository. / Next-clean-boilerplate Nextjs clean architecture boilerplate Table of content Overview Technologies Architecture Folder Structure Getting started Guildline Overview This project is a starting point for your medium to large scale projects with Nextjs, to make sure having a structured, maintainable and reusable base for your project based on best practices in clean architecture, DDD approach for business logics, MVVM for the frontend part, storybook and vitest for testing logics and ui part and also functional programming w…  ( 6 min )
    Craft Better Commit Messages with Conventional Commits and Visual Labels
    Craft Better Commit Messages with Conventional Commits and Visual Labels Have you ever looked at a project's commit history and struggled to understand what changes were made and why? Or spent hours trying to find a specific feature addition or bug fix among hundreds of vague commit messages? You're not alone. The way we document our code changes can make the difference between a maintainable, collaborative project and a confusing mess of undocumented changes. In this post, we'll explore the power of good commit messages through conventional commits and introduce you to GitHub Commit Labels - a nifty tool that transforms your commit history into an easy-to-navigate, visually informative timeline that both humans and tools can understand. When we think about documentation, we often focus …  ( 7 min )
    LimeLight-An Autonomous Assistant for Enterprise Community Platforms Using RAG, LangChain, and LLaMA 3
    In today’s dynamic online communities, users frequently seek clarity on enterprise technologies, frameworks, and tools. However, many relevant posts go unanswered or receive inconsistent feedback. To address this gap, LimeLight was developed—an intelligent assistant designed to autonomously detect relevant discussions, retrieve contextual data, and generate high-quality, sentiment-aware responses in Niche communities like Reddit and Slack. This project demonstrates how Retrieval-Augmented Generation (RAG), modern language models, and sentiment analysis can be combined to enrich community interactions in a scalable and meaningful way. LimeLight is a modular, AI-driven system integrated into a community platform. It automatically identifies posts related to enterprise technologies, retrieves…  ( 4 min )
    StreamVault: Solving the AWS S3 Bulk Download Problem Once and For All
    When AWS S3’s limitations meet large-scale data needs, a new solution emerges Every AWS developer has been there: you need to download an entire S3 folder structure containing thousands of files, and suddenly you're faced with a frustrating reality—AWS doesn't provide a simple way to do this at scale. You could: 👆 Click through the AWS Console manually (impossible for large folders) 🖥️ Learn and configure the AWS CLI (with its own quirks and limitations) 🔨 Build a custom solution (which inevitably becomes a project in itself) This challenge becomes particularly acute when dealing with data archives containing tens of thousands of files or datasets measuring in the tens or hundreds of gigabytes. Many organizations resort to inefficient workarounds or accept the operational bottleneck. St…  ( 6 min )
    Understanding Docker: A Comprehensive Guide
    In today’s fast-paced and rapidly evolving technology landscape, understanding Docker and its role in software development is not just useful—it's critical. From startups to large-scale enterprises, Docker has become an industry-standard tool for application packaging and deployment. This article aims to provide an in-depth overview of what Docker is, how it works under the hood, its key components, and why it holds such a pivotal place in modern DevOps workflows. Whether you're a beginner trying to grasp the basics or a seasoned engineer looking to reinforce your foundation, this guide has something for you. 🐫 What is Docker? Docker is an open-source platform designed to automate the deployment, scaling, and management of applications using containerization. By bundling…  ( 7 min )
    How to Install Qwen2.5-Omni 3B Locally
    Nowadays, the ability to seamlessly integrate and process multiple data modalities, text, images, audio, and video, is no longer a surprise but has become a necessity. However, Alibaba has once again gone one step further with its latest open-source multimodal model, Qwen2.5-Omni 3B. This model is designed to perceive diverse inputs and generate both text and natural speech responses in real-time. This means, unlike before, AI can now generate the same or different responses with multiple modalities simultaneously. Its innovative Thinker-Talker architecture enables synchronized understanding and generation across various data types, making it an invaluable open-source model for applications ranging from real-time voice and video interactions to advanced content analysis and creative conten…  ( 7 min )
    Gas Hero Indie Hacking Initiatives: Pioneering the Future of NFT Development
    Abstract: This post explores how indie hacking initiatives like Gas Hero are transforming NFT development. We dive deep into the background of NFTs and indie hacking, outline the core concepts behind Gas Hero’s innovative approach, examine practical use cases, and analyze the challenges and future directions of this revolutionary technology. With technical insights made accessible through clear lists, tables, and strategic external references, readers will gain a comprehensive understanding of how Gas Hero is setting new standards in blockchain scalability, cost-efficiency, and community empowerment. The world of NFTs continues to evolve rapidly, pushing the boundaries of digital ownership and blockchain applications. Among the many pioneering developments stands Gas Hero—a project fueled…  ( 9 min )
    Stop Using AWS.
    How many times have you seen someone build an MVP with all the cloud bells and whistles, only to watch it go nowhere? The product had Lambda functions. It had API Gateway. It had Cognito. It had S3, CloudFront, DynamoDB, CloudWatch, IAM policies, and more. The architecture diagram looked like a subway map. And yet... nobody used it. The truth is simple: you don't need AWS to build something users love. There is a common trap that builders fall into. You read a few blog posts or see a diagram on Twitter and suddenly you think your tiny project needs the same architecture as Netflix. You don’t. Most early-stage projects die not because they lacked scalability, but because they lacked users. Or because the product was confusing, buggy, or didn’t solve a real problem. Overengineering your infr…  ( 4 min )
    C# vs Angular: Universal Principles of Dependency Injection
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    10 Tiny Developer Tools I Built to Save Time – Free & Browser-Based
    As developers, we often waste time on small repetitive tasks—formatting JSON, converting text, cleaning strings… So I decided to build my own toolbox: JScripted DevBox All tools are free, run in the browser, and don't require any sign-up. Here’s a quick breakdown of each tool: JSON Formatter & Cleaner Password Generator Text Case Converter HTML Entities Encoder/Decoder Base64 Encoder/Decoder URL Encoder/Decoder Regex Tester Lorem Ipsum Generator Text Cleaner Hex to RGB Converter 🧪 All tools work directly in the browser, no sign-up, no installs. https://www.jscripted.com/devbox I'd love to hear your thoughts or ideas for new tools  ( 3 min )
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    Introduction Google Online Assessment (OA) for the Summer Internship 2025 is a crucial part of the hiring process. This assessment tests your coding skills, problem-solving abilities, and your aptitude for tackling complex algorithms. One of the typical problems you might encounter is transforming a number into a palindromic binary form with the least number of operations. In this blog, we will delve into this problem and provide strategies to solve it efficiently. You are given a number ( N ) (0 <= ( N ) <= 2 * 10^9), and you can perform the following operation any number of times, including zero: Increase or decrease the number by 1. Your task is to find the minimum number of operations needed to make the binary form of ( N ) palindromic. ( N = 6 ) (binary: 110) Answer: 1 Explanation:…  ( 4 min )
    The "tee" Command in Linux: A Hidden Gem for Smart Data Handling
    In Linux, there are many powerful commands that make working with the command line easier. One such underrated tool is "tee"—a simple yet extremely useful command that helps store and view command output simultaneously. If you've ever needed to save output to a file but still see it on the screen while running a command, "tee" is the perfect solution. Let’s break down what it does, why it matters, and how you can use it like a pro. 1. What Is the "tee" Command? 2. Why Is "tee" Important? Basic Usage: Viewing and Saving Output Simultaneously Appending Data Instead of Overwriting Using "tee" with Multiple Commands Use Case 1: Logging System Commands in Real Time Use Case 2: Saving Error Messages While Running a Script Use Case 3: Viewing Updates While Writing to a Log File Final Thoughts…  ( 5 min )
    Day 11/ 30 Days of Linux Mastery: Setting Up a Local Repository Using RHEL 9 ISO
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    DuckDB: When You Don’t Need Spark (But Still Need SQL)
    The Problem Too often, data engineering tasks that should be simple end up requiring heavyweight tools. Something breaks, or I need to explore a new dataset, and suddenly I’m firing up Spark or connecting to a cloud warehouse - even though the data easily fits on my laptop. That adds extra steps, slows things down, and costs more than it should. I wanted something simpler for local analytics that could still handle serious queries. DuckDB is an open-source, in-process SQL OLAP database designed for analytics. It runs embedded inside applications, similar to SQLite, but optimized for analytical queries like joins, aggregations, and large scans. In short, it goes fast without adding the complexity of distributed systems. Columnar Storage: Vectorized Execution: These two design choices allo…  ( 4 min )
    how to use RestTemplate in a Spring Boot application to make an HTTP GET request
    ✅ What is RestTemplate? 🔧 Example: Using RestTemplate to Call an External API https://jsonplaceholder.typicode.com/users/1) Directory Structure : pom.xml 4.0.0 org.springframework.boot spring-boot-starter-parent 3.4.5 com.example RestTemplateExample 0.0.1-SNAPSHOT RestTemplateExample <descript…  ( 4 min )
    Docker Bind Mounts: Supercharging Your Development Workflow
    When building containerized applications with Docker, one common frustration developers face is the lack of live updates when editing code. For example, you tweak server.js or a front-end file, but the changes don’t reflect in the running app. Why? Because Docker copies your project files into the container when you build the image. Once the container starts, it runs on that static snapshot—isolated from your host file system. Restarting the container every time you make a change? That’s inefficient. Enter: Bind Mounts. Bind mounts allow you to map a file or directory on your host machine to a path inside your running container. This means: Your container reads real-time code from your host. You can make live changes on your local system, and see them reflected instantly inside your contai…  ( 5 min )
    The Day I Read About a Computer Powered by Human Brain Cells—and It Shocked Me
    I’ve always been fascinated by technology—whether it's the cutting-edge advancements in AI, quantum computing, or the next big thing in automation. But recently, I stumbled upon something that completely blew my mind. Imagine a computer, not powered by silicon chips or mechanical components, but by human brain cells. Yes, you read that right—human brain cells. At first, I thought it was some kind of sci-fi fantasy or a wild concept for a dystopian movie, but as I dug deeper, I realized this was something very real. And let me tell you, it was one of those moments that made me stop in my tracks, reevaluate everything I thought I knew about computing, and leave me in awe of the future that’s unfolding right before our eyes. It started like any normal day. I was scrolling through articles, lo…  ( 5 min )
    How to read Query Param in Spring Boot
    Create Project with Spring Web Dependency pom.xml 4.0.0 org.springframework.boot spring-boot-starter-parent 3.4.5 com.example QueryParam 0.0.1-SNAPSHOT QueryParam Demo project for Spring Boot …  ( 3 min )
    Revolutionizing Cybersecurity: CISO Assistant - The One-Stop Shop for Security Management
    Quick Summary: 📝 CISO Assistant is a GRC platform designed to streamline cybersecurity management by providing a central hub for risk assessment, compliance, and security control implementation. It offers features such as auto-mapping to various frameworks, an API-first approach for automation, and an open format for customization, aiming to simplify and improve interoperability in cybersecurity practices. ✅ Streamlines cybersecurity workflows by connecting various concepts into a central hub. ✅ Encourages reusability of components and data, saving time and effort. ✅ Offers an open format for customization to fit specific needs. ✅ Includes built-in risk assessment and remediation tracking. ✅ Supports various import/export formats for easy data transfer and integration with other…  ( 4 min )
    Simplifying Dictionary Operations with defaultdict in Python
    In Python, working with dictionaries often involves checking whether a key exists before performing operations. This can add unnecessary lines of code and reduce readability. The defaultdict from Python's collections module simplifies this process elegantly. defaultdict? A defaultdict automatically initializes keys with a default value if they don't exist. This means you can start using the dictionary right away without having to check for the existence of keys manually. defaultdict from collections import defaultdict alphabet_count = defaultdict(int) s = "A quick brown fox jumps over a lazy dog while buzzing zebras and vexed wizards quietly fix jammed locks beside echoing drums." for char in s.lower(): if char.isalpha(): alphabet_count[char] += 1 for letter in 'abcde…  ( 5 min )
    MatrixSwarm OS v1 — Parallel AI Universes Without Docker
    You don’t need Docker to orchestrate AI agents. MatrixSwarm is a decentralized, file-based operating system for autonomous agents. This week we achieved: ✅ Simultaneous universe deployment ✅ Command-line directive control ✅ True UNIVERSE_ID-scoped singleton enforcement ✅ Runtime heatmaps, delegation, full job tree expansion The entire swarm is controlled by Python scripts: site_boot.py — deploy any swarm site_kill.py — wipe a swarm site_list.py — scan swarm status (🔥 or ❄️) Full CLI toolkit. No container overhead. No sockets. No noise. Swarm OS is now real. We’re shipping the full site_ops_bundle_v1.zip and pushing to Git this week. 🔗 Follow the Swarm Dev.to: @matrixswarm Discord: MatrixSwarm Agent Codex Entry: “The Swarm Speaks” X/Twitter: @matrixswarm 📜 Fork It Clause 📜 MatrixSwarm Codex — Breath, Death, Memory  ( 3 min )
    Warp!, the word that should be on everyone's lips
    https://app.warp.dev/referral/VDPDVE  ( 2 min )
    🐳 [Fix] Can't Install Docker on Ubuntu 22.04? Here's the Real Solution (NO_PUBKEY Error)
    🚀 Fix the GPG Key Error and Install Docker on Ubuntu 22.04 Follow these steps carefully to resolve the GPG key issue and ensure a clean Docker installation. Run each command exactly as shown to avoid syntax errors. To avoid conflicts or malformed entries, let’s clean up any existing Docker repository files: sudo rm -f /etc/apt/sources.list.d/docker.list sudo rm -f /etc/apt/keyrings/docker.gpg Ensure your system has the necessary tools: sudo apt-get update sudo apt-get install -y ca-certificates curl gnupg lsb-release The -y flag automatically confirms the installation. This step ensures curl and gnupg are available for fetching and processing the GPG key. Set up the keyring directory and fetch Docker’s GPG key: sudo mkdir -p /etc/apt/keyrings sudo chmod 755 /etc/apt/keyrings curl -fsS…  ( 5 min )
    Simple Browser Tracking
    ⚠️ Only the technical part is explained. If you care about legality, you're on your own. At the time of writing, this method works in Firefox and Chrome. Tracking users is a touchy topic. Should you rely on screen size? Favicon loading hacks (like this one)? Or something more exotic? Honestly, it depends. What level of accuracy do you need? How much time are you willing to sink into it? There's a sea of FOSS libraries and SaaS platforms out there, but sometimes you don’t want the whole enterprise-grade circus—just a quick way to know if "User A" today is the same "User A" from last week. Ideally, it should also be low-maintenance and not break every time a browser sneezes. So here's a dead-simple way to track users using browser fingerprinting. It’s not perfect, but it’s light, easy to imp…  ( 4 min )
    Funding Blockchain Innovations in Renewable Energy
    Abstract This post explores the strategic role of funding in accelerating blockchain innovations within the renewable energy sector. We delve into how blockchain transforms renewable energy through peer-to-peer energy trading, grid management, renewable energy certificates (RECs), and smart contracts. We also cover the funding mechanisms such as government support, venture capital, corporate partnerships, crowdfunding, and development institutions. In addition, we discuss practical use cases, technical and adoption challenges, and future trends that will shape a decentralized and sustainable energy ecosystem. For more details, check out the original article. The convergence of blockchain technology and renewable energy is a groundbreaking evolution for the energy industry. As traditional…  ( 8 min )
    #5 DP: Adapter
    O que é? O Adapter é um padrão de projeto estrutural que tem como objetivo "traduzir" ou adaptar o funcionamento de um código X para que seja compatível com o código Y. Imagine que você tem várias classes de pagamento que implementam uma interface comum chamada Pagamento — por exemplo: Pix, Ted e Boleto. Agora, sua equipe precisa integrar uma nova forma de pagamento, como PayPal, desenvolvida por outra squad ou vinda de uma biblioteca de terceiros. Essa classe PayPal não implementa a interface Pagamento, e isso quebraria o padrão da sua aplicação. Para resolver esse problema sem modificar a biblioteca externa (o que muitas vezes nem é possível), usamos o padrão Adapter, que atua como um "tradutor" entre as interfaces. Ele faz com que a classe PayPal seja compatível com a interface Pagame…  ( 3 min )
    Why Every Child Should Learn Coding and AI
    In today’s tech-driven world, coding and artificial intelligence (AI) are no longer just for computer scientists—they’re essential life skills. Just as we teach kids math and reading to navigate daily life, understanding how technology works is now critical. Here’s why every child should learn the basics of coding and AI—not just to build apps, but to stay safe, think critically, and thrive in the future. From YouTube recommendations to ChatGPT, AI influences what kids see, hear, and interact with daily. Without basic knowledge, they may: Fall for deepfake scams (fake videos, voice clones). Trust biased AI decisions (e.g., unfair algorithms in hiring or loans). Share data unknowingly (AI-powered apps collect personal info). 🚀 Teaching kids how AI works helps them: ✔ Recognize when AI is i…  ( 4 min )
    Ep.2 🔥 Verifiable ML Property Cards using Hardware-assisted Attestations feat. waterloo university
    💡 Hey y’all – EP.2 has come😎 since i promised y'all that in this EP i will talk about the topic: Verifiable ML Property Cards? Lamination Time. so, I’m here to unpack it the way my brain understood it!! no fluff, just the real deal.🔥 (cook level:100%) let's see what i have learned from this topic🔥🔥👇🏻 We’ve all seen those model cards and datasheets floating around AI projects, right? Basically, they’re like “nutrition labels” for machine learning models which tell you what data was used, what the model can do, and sometimes how it was trained. BUT HERE’S THE CATCH: They’re all based on trust. You hope the person publishing that card isn’t lying. And in a world where AI regulations are about to go wild (Europe, U.S., everyone catching up), “hoping” isn’t good enough anymore!! 🧯 Soo…  ( 6 min )
    How to install Virtual Box and install Windows 11 in Ubuntu.
    Hey there, I don’t want to say about what I am going to explain in the blog, because you have searched for the topic and came here. I am sorry for my grammatical errors. Let’s see how to install virtual box in ubuntu and create a virtual machine using the Windows 11. Before getting into this if you are curious about how the virtualization works, then you check it with my previous blog content. I can attach the link here What is Virtualization? How it is Working? This blog content more more longer, I didn’t expect this comes lengthy content. But you can get some insights from this. To install virtual box there are lot’s of way there to do that. Installing the package from the official virtual box website. In the website you can download for you operating system. But in this blog we are goin…  ( 8 min )
    ⚙️Microservices: Power vs. Complexity
    Microservices: A Strategic Balance of Agility, Complexity, and Engineering Discipline Microservices have earned a reputation as a modern and agile approach to building software systems, particularly for organizations dealing with rapid change, distributed teams, and complex business domains. Yet, like any architectural decision, microservices carry a dual nature—bringing both significant advantages and notable trade-offs. This article explores the true motivations behind adopting microservices, outlines what makes them powerful yet costly, and discusses when they’re the right choice for your software landscape. 🔄 Continuous Delivery as a Driving Force Microservices support this by design: They are small, independently deployable units, minimizing the risk of changes. Their size makes the…  ( 5 min )
    This AI Whiteboard Video Creator Might Be the Best Content Tool of the Year
    InstaDoodle Review – The Easiest Way to Make Videos That Get Attention Let’s get real for a second: You’ve probably been pouring your heart into creating videos, ads, and reels, only to watch them flop—no views, no likes, no comments. And that’s frustrating, right? But here’s the thing: It’s not your fault. In today’s world, attention spans are shorter than ever. People scroll through endless content, and if your video doesn’t grab them in the first few seconds, it’s gone, just like that. So, how do you create videos that actually grab attention and get results? Well, let me introduce you to a game-changer: InstaDoodle. InstaDoodle is a whiteboard animation tool that lets you turn any message or content into a professional, eye-catching video in just a few clicks. Whether you’re promot…  ( 5 min )
    Spearfishing in Mindoro
    Mindoro Island is one of the best destinations in the Philippines for spearfishing, offering pristine waters, abundant marine life, and a variety of underwater hunting environments. Whether you're targeting reef fish or pelagic species, Mindoro provides excellent opportunities for both reef and blue water hunting. The best season for spearfishing in Mindoro is from November to May during the dry season. This period offers calm seas, clear visibility, and more predictable currents. During the rainy season (June to October), conditions can be challenging with strong waves and reduced visibility, especially in open water. Mindoro's waters are home to a wide variety of trophy fish. Common targets for spearfishers include: Giant Trevally (GT) Barracuda Green Jobfish Rainbow Runner Various species of Tuna Snappers Groupers For more information about spearfishing in Mindoro, visit our blog: https://freediveschool.com/blog/spearfishing-in-mindoro  ( 3 min )
    "Bridging Worlds: How AI Startups and Traditional Medicine Are Uniting to Revolutionize Healthcare with VC Backing"
    Bridging Worlds: How AI Startups and Traditional Medicine Are Uniting to Revolutionize Healthcare with VC Backing In an era where technology is redefining boundaries, the intersection of artificial intelligence (AI) and traditional medicine represents one of the most promising horizons in healthcare. AI startups are forging alliances with traditional medical institutions, creating innovative solutions through the support of venture capital (VC) funding. This confluence is not only reshaping how we approach healthcare but is poised to make significant impacts on patient outcomes. AI's potential in healthcare is vast. It ranges from predictive analytics to personalized medicine, transforming how diseases are diagnosed and treatments administered. According to a report by Accenture, AI appl…  ( 4 min )
    🚗 Introducing RideCircle: A Step Towards a Sustainable Future 🌍
    I’m excited to share RideCircle – a ride-sharing platform where users can offer and seek rides. This project not only focuses on convenience but also on creating a positive impact on society and the environment. Here are some of the key benefits: 1️⃣ Improve Air Quality – By reducing the number of cars on the road, RideCircle helps lower emissions, leading to cleaner air. 2️⃣ Increased Public Health – Fewer cars mean reduced air pollution, resulting in better health outcomes for everyone. 3️⃣ Economic Benefits – Both ride seekers and providers save on travel costs, making it an affordable solution for all. 4️⃣ Enhanced Urban Spaces – By reducing traffic, RideCircle contributes to more pedestrian-friendly and enjoyable city spaces. 5️⃣ Reduce Traffic Congestion – Carpooling minimizes the number of vehicles on the road, easing congestion and reducing travel time. 6️⃣ Increase Use of Our App – With its user-friendly design, RideCircle fosters a growing community of engaged users who value convenience and sustainability. 7️⃣ Social Equity – RideCircle offers an affordable, accessible transportation solution for all, enhancing mobility for everyone, regardless of income. 8️⃣ Climate Change Mitigation – By promoting shared rides, RideCircle plays a key role in tackling climate change through reduced emissions. 9️⃣ Community Engagement – Our platform connects people based on shared routes, building stronger social ties and fostering local communities. 🌱 Join the RideCircle movement and help make a real difference! Check out project on GitHub : https://github.com/vivek1384/Ride-Circle  ( 3 min )
    "From Silicon Valley to Surgery: How AI Powerhouses Like Google and Meta are Revolutionizing Healthcare"
    From Silicon Valley to Surgery: How AI Powerhouses Like Google and Meta are Revolutionizing Healthcare In the ever-evolving landscape of technology, few developments are as promising as the intersection of Artificial Intelligence (AI) and healthcare. Tech giants Google and Meta are at the forefront, leveraging their expertise to transform how we approach medicine. Let's delve into how these innovators are reshaping the healthcare industry. Google's AI subsidiary, DeepMind, has made groundbreaking strides in medical research. Notably, DeepMind's AlphaFold project recently solved the 50-year-old protein-folding challenge, providing insights crucial for drug discovery and understanding diseases. Early Detection: Google's AI is proficient in diagnosing conditions like diabetic retinopathy an…  ( 4 min )
    System Performance Monitoring
    Table of Contents Why Monitoring Matters 1. CPU Usage 2. Memory Usage 3. Disk I/O and Storage 4. Network Usage 5. Processes and Services 6. System Logs Tools to Automate Monitoring Best Practices Conclusion Let's Connect on LinkedIn You’ve updated your systems. Applied patches. Everything seems fine. But no system can be truly secure or efficient without ongoing monitoring. No logs = No alerts = delayed response to attacks or resource exhaustion No visibility means attackers could go unnoticed (e.g., unauthorized SSH access) Unpatched systems or performance spikes might indicate compromise but without monitoring, you'd never know. Cybercriminals thrive in the dark. Monitoring shines a light. In a production environment, a slow server is more dangerous than a down server. Because it …  ( 4 min )
    Cut the Crap: Ship Better-Looking Websites (Fast)
    Alright, let's be real. That UI/UX stuff? It's pretty much the only thing your users actually see and interact with. It's the front door to whatever awesome thing you've built. If you put 20% of your efforts into this, it will give you 80% of the results regarding users. The 80/20 of a product. But if you're a code-first dev like me, staring at a blank design canvas feels… directionless. Like, where do you even start? I've been there. I tried building components and designing from scratch. But no matter how much I tried, the results were mediocre at best. The usual advice? "You'll get good eventually."  I used to watch these long tutorials on YouTube. All they do is teach design fundamentals and make you learn Figma anyway. "Figma? What's that? Why? It's hard enough to manage state, fetc…  ( 9 min )
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    Understanding Laravel Accessors to transform data
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    Mastering CRON Expressions - A Developer's Quick Guide
    CRON expressions are powerful tools for scheduling tasks — from backups to emails — across servers, cloud platforms, and CI/CD pipelines. While they may look cryptic at first, once you decode the pattern, you unlock a whole new level of automation. A CRON expression is a string with 5 space-separated fields (sometimes 6 or 7 depending on the system) that define a recurring schedule. ┌──────── minute (0 - 59) │ ┌────── hour (0 - 23) │ │ ┌──── day of month (1 - 31) │ │ │ ┌── month (1 - 12 or JAN-DEC) │ │ │ │ ┌─ day of week (0 - 6 or SUN-SAT) │ │ │ │ │ * * * * * Expression Meaning 0 0 * * * Every day at midnight */5 * * * * Every 5 minutes 0 9 * * 1-5 9 AM on weekdays 30 14 1 * * 2:30 PM on the 1st of each month @daily Shortcut for 0 0 * * * Symbol Meaning * Every value , List (e.g., MON,WED,FRI) - Range (e.g., 1-5) / Step (e.g., */10 → every 10 units) String Equivalent CRON Description @reboot — Run at system startup @yearly 0 0 1 1 * Once a year @monthly 0 0 1 * * Once a month @weekly 0 0 * * 0 Every Sunday @daily 0 0 * * * Every day at midnight @hourly 0 * * * * Every hour Always test your expressions using tools like crontab.guru or Cronhub. This format changes based on the system. For example, the Quartz CRON scheduler has a slightly different format to support extra capabilities, such as seconds and nth recursive patterns, like the 3rd Friday of the month. Similarly AWS Cloudwatch has different one.  ( 4 min )
    "Revolutionizing Wellness: How AI-Driven Mental Health Solutions Are Shaping Startups and Attracting VC Investments in 2023"
    Revolutionizing Wellness: How AI-Driven Mental Health Solutions Are Shaping Startups and Attracting VC Investments in 2023 In recent years, the startup ecosystem has experienced a paradigm shift, particularly at the intersection of mental health and artificial intelligence (AI). As mental health issues escalate, with an estimated 1 in 5 adults in the U.S. experiencing mental illness annually, the demand for innovative solutions is skyrocketing. Enter AI-driven mental health solutions, a burgeoning field that is capturing the attention of venture capitalists (VCs) worldwide. Mental health startups are leveraging AI to revolutionize the wellness landscape. These solutions use machine learning algorithms to analyze user data, forecast mental health trends, and personalize treatment plans. …  ( 4 min )
    "Beyond Boundaries: How AI-Powered Virtual Offices are Transforming Global Business Collaboration"
    Beyond Boundaries: How AI-Powered Virtual Offices are Transforming Global Business Collaboration In today's fast-paced business landscape, the boundaries of conventional workplace setups are quickly dissolving. Thanks to the proliferation of AI-powered virtual offices, companies are re-imagining global collaboration like never before. Virtual offices leverage technology to provide an array of services and environments that replicate the benefits of physical office spaces—but with far greater flexibility. Global Collaboration: A study by Gartner reveals that 80% of companies surveyed plan to allow employees to telework even post-pandemic, demonstrating the increased reliance on virtual offices. Cost-Effective Solutions: Businesses save on overhead expenses such as rent, utilities, and com…  ( 4 min )
    Understanding TCP 3-Way Handshake: The Heartbeat of Internet Communication
    🔗 Understanding the TCP 3-Way Handshake: The TCP 3-Way Handshake is a fundamental process that establishes a reliable connection between two devices over a TCP/IP network. It involves three steps: SYN (Synchronize), SYN-ACK (Synchronize-Acknowledge), and ACK (Acknowledge). During the handshake, the client and server exchange initial sequence numbers and confirm the connection establishment. TCP (Transmission Control Protocol) is a foundational internet protocol designed to: reliably (no lost or duplicated packets) ✅ Ensure in-order delivery (packets arrive in the order they were sent) ✅ Provide error-checking (detect and fix corrupted data) Unlike UDP (which just throws data out, hoping it arrives), TCP carefully sets up, manages, and closes connections. Before understanding the han…  ( 5 min )
    🌱 A Beginner's Guide to Functional Programming
    How writing pure functions and avoiding shared state can lead to cleaner, more powerful code In today’s world of software development, clarity and maintainability are more valuable than ever. Functional programming (FP) — once considered an academic curiosity — is now a widely used paradigm in real-world applications. But what exactly is functional programming, and why should you care? Let’s break it down. Functional programming is a way of thinking about software construction that treats computation as the evaluation of pure functions and avoids changing state or using mutable data. Rather than telling the computer how to do something (like in imperative programming), you describe what you want done. This leads to predictable, testable, and often more compact code. A pure function: Alwa…  ( 4 min )
    I Tested Tons of AI Resume Builders - These 8 Are the Absolute Best
    Let me be honest - building a resume that gets you hired is not so easy. But why? Because building a resume depends on multiple factors, like who you are, what job you are applying for, and what the company is looking for. You can't simply create a resume and then send it to 100+ companies on LinkedIn. And when you finally sit down to specifically write one, you get tons of questions like: Should I use a template or build from scratch? How do I format it? Do I need to add all my achievements and create a one- or two-page resume? Will this even pass through the ATS? This is where AI resume builders are helpful, as they are trained on numerous professional resumes to help you create one according to your requirements. And the best part? These AI resume builders can create your resume in minu…  ( 10 min )
    From Beginner to Pro: Docker + Terraform for Scalable AI Agents
    Introduction As AI and machine learning workloads grow more complex, developers and DevOps engineers are looking for reliable, reproducible, and scalable ways to deploy them. While tools like Docker and Terraform are widely known, many developers haven’t yet fully unlocked their combined potential, especially when it comes to deploying AI agents or LLMs across cloud or hybrid environments. This guide walks you through the journey from Docker and Terraform basics to building scalable infrastructure for modern AI/ML systems. Whether you’re a beginner trying to get your first container up and running or an expert deploying multi-agent LLM setups with GPU-backed infrastructure, this article is for you. Docker 101: Containerizing Your First AI Model Let’s start with Docker. Containers make it …  ( 5 min )
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    🚨 Cyber Attack Alert
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    Smart Textiles 2.0: How the Square Rug Became a Tech Device
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    Получение донатов DonationAlerts в реальном времени: Руководство по WebSocket и OAuth 2.0 на Python (FastAPI)
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    Crushing the Command Line with Amazon Q Developer 🚀
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    💰 Cost Optimization with AWS Compute Optimizer:
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    Crushing the Command Line with Amazon Q Developer 🚀
    What I Built I created a command-line automation script using Amazon Q Developer that sets up a full project boilerplate in just seconds. It helps developers bootstrap new projects with: ✅ README.md ✅ MIT LICENSE ✅ .gitignore ✅ src/main.py with a starter message ✅ Git initialized and first commit made This is super useful for quickly starting new CLI-based tools or apps. Crushing the Command Line I used q chat to prompt Amazon Q Developer CLI with this instruction: This is my submission for the “Crushing the Command Line” prompt using Amazon Q Developer CLI. ![CloudShell Screenshot](https://res.cloudinary.com/demo/image/upload/v1710000000 png) This screenshot shows the result of using Amazon Q CLI to scaffold a project automatically.  ( 3 min )
    Angular
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    🔥 From Chaos to Confidence: How We Slashed Bug Reports by 80% at Bynry Inc.
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    ToolHive: A Kubernetes Operator for Deploying MCP Servers Chris Burns for Stacklok ・ May 1  ( 2 min )
    🎯 `@Primary` vs `@Qualifier` in Spring – Which to Use and When?
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    "Unleashing Your Productivity Potential: How AI Task Assistants are Transforming the Way We Work"
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    AI Governance: Research Misses Real-World Business Needs
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    AI Time Traveler? Language Models Struggle with Historical Accuracy
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    Creating a Simple JavaScript Render Method
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    Building a Rock-Solid Testing Framework at Bynry:
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    🌍 The smallest and simplest global state manager for React
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    XQL Group Playbook: High‑Performance B2B Marketing Channels for Early‑Stage Software Development Companies
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    Quick Multi List Diff for Developers: Meet List Compare
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    AI vs. Human Language: Why AI Will Never Fully Capture Human Communication?
    Artificial Intelligence (AI) has made incredible strides in understanding and generating human language. From chatbots to virtual assistants, AI-powered tools can mimic human conversation, provide customer support, and even write articles. However, despite these advancements, AI will never fully capture human communication. Why? Because human language is deeply rooted in emotions, cultural contexts, creativity, and nuances that AI struggles to grasp. This Blog explores the key differences between AI-generated language and human communication, highlighting why AI will always fall short of replicating human interaction entirely. The Complexity of Human Language Understand sarcasm and irony. AI Lacks Emotional Intelligence: AI vs. Human Emotions Empathy in conversations. Creativity and Storytelling: A Human-Only Domain AI cannot create original ideas. The Power of Personal Experiences Human Storytelling vs. AI The Role of Cultural and Social Influences Keep up with new trends in language. The Importance of Human Connection AI vs. Human Communication Body language and facial expressions. Unintended discrimination in responses. Lack of inclusivity in AI-generated content. Conclusion: AI has revolutionized language processing, but it cannot replace human communication. Our ability to connect emotionally, create original stories, and adapt language based on context makes human interaction irreplaceable. While AI can enhance communication, it will always need human guidance to ensure meaningful, ethical, and culturally aware interactions.  ( 4 min )
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    Pass the AWS Certification in 30 Days: Study Plan, Resources & Hacks
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    Future of Manual Testing in the Age of AI
    Testing is a crucial stage within the Software Development Life Cycle (SDLC) that ensures the software/application meets requirements, is defect free, and delivers a high-quality experience. Testing can be enhanced by AI, AI testing is a type of software testing that uses artificial intelligence to enhance and streamline the testing process. Table Of Contents Manual Testing Techniques Boundary value Analysis (BVA) Decision Table Testing (DTT) Future of Manual Testing using AI Conclusion 1. Manual Testing Techniques Manual Testing is a process in software development where testers manually execute test cases without using any automation tools. Human Tester tests the software based on predefined test cases derived from requirements. 2. Boundary value Analysis (BVA) Boundary Value Analysis (…  ( 4 min )
    Mastering Patch Management in OT, Overcoming Obstacles with Precision Solutions
    The Growing Imperative of OT Patch Management Operational Technology (OT) underpins the world’s critical infrastructure, think power plants humming with electricity, water treatment facilities ensuring clean supply, or manufacturing lines churning out goods. These systems, driven by Industrial Control Systems (ICS), Supervisory Control and Data Acquisition (SCADA) setups, and IoT devices, are no longer isolated from the digital threats once reserved for IT networks. The convergence of IT and OT has opened new efficiencies but also new vulnerabilities. High-profile incidents, like the 2021 Colonial Pipeline ransomware attack, which disrupted fuel supply across the U.S. Southeast, spotlight the stakes: unpatched vulnerabilities in OT can cascade into real-world chaos. Patch management, th…  ( 7 min )
    [Boost]
    What If Your Containers Managed Themselves? Meet Docker GenAI Gordon Karan Verma for Docker ・ Mar 14 #docker #gordon #ai #devops  ( 2 min )
    Wantek: Revolutionizing the Way We Hear the World
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    Understanding Different Types of Software Tests
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    Audio Worklets for Low-Latency Audio Processing
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    How To Ace Tech Interview Questions.
    How To Ace Interview Questions Whether you're prepping for your first internship or switching to a new role in tech, one thing is certain: interview questions can make or break your chances. But here's the truth — it's not just about knowing the right answers. It's about how you approach problems, communicate, and learn from mistakes. In this post, I’ll break down how to truly ace interview questions and introduce a smart tool that can help: AceInterview.in. Interviewers don’t just evaluate your technical skills — they assess: Problem-solving process Communication and clarity Decision-making under pressure Confidence and structure Tip: Practice thinking out loud. Articulate your approach step by step, even if you're not 100% sure of the answer. Solving random problems isn’t the most e…  ( 4 min )
    Stop shipping insecure Dockerfiles: real devs don’t run as root
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    Repository for e-commerce website for beginners
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    15 AI tools that almost replace a full dev team but please don’t fire us yet
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  • Open

    Warren Buffett to step down as Berkshire Hathaway CEO by year's end
    Warren Buffett, the CEO of publicly traded investment company Berkshire Hathaway, announced at the company's annual shareholder meeting that he will step down by the end of 2025, and his chosen successor will take over as CEO, pending approval from Berkshire's board of directors. According to CNBC, Buffett reiterated that Greg Abel, the company's vice chairman of non-insurance operations, who was previously named by Buffett as his successor, will take over. The Berkshire founder announced: "The time has arrived when Greg should become the Chief executive officer of the company at year-end, and I want to spring that on the directors effectively and give that as my recommendation." Buffett added that he would stay at the company in an advisory role "but the final word would be what Greg deci…
    Bitcoin miners should pay costs in depreciating currency — Ledn exec
    Bitcoin (BTC) mining firms should hold their mined Bitcoin and use it as collateral for fiat-denominated loans to pay operating expenses instead of selling BTC and losing the upside of an asset that miners expect to surge in price, according to John Glover, chief investment officer at Bitcoin lending firm Ledn. In an interview with Cointelegraph, Glover said that holding onto the BTC carries several benefits including, price appreciation, tax deferment, and the potential to make extra revenue by lending out BTC held in corporate treasuries. The executive added: "If you are mining, you are generating all this Bitcoin. You understand the thesis behind Bitcoin and why it is likely going to continue to appreciate in the future. You do not want to sell any of your Bitcoin." This debt-based appr…
    Ethereum nears key Bitcoin price level that last time sparked 450% gains
    Ethereum’s Ether (ETH) token is approaching a critical price zone against Bitcoin (BTC), which historically marked the beginning of a massive rebound. ETH price fractal from 2019 hints at bottom The ETH/BTC pair, currently trading near 0.019 BTC, is edging closer to 0.016 BTC — the exact level it reached in September 2019 before rallying nearly 450% over the following year. ETH/BTC weekly performance chart. Source: TradingView The current ETH/BTC setup resembles 2019, with both periods marked by oversold relative strength index (RSI), long stretches below key moving averages, and multiyear declines. In 2019, ETH/BTC fell over 90% in the prior two years, driven by the ICO collapse. As of 2025, the pair is down over 80% from its 2021 peak, weighed by skepticism over Ethereum’s switch to pr…
    Why tokenized gold beats other paper alternatives — Gold DAO
    Tokenized gold carries several benefits over other forms of paper gold, including gold exchange-traded funds (ETFs), according to Melissa Song and Dustin Becker, representatives of Gold DAO, a decentralized autonomous organization that facilitates investor access to tokenized gold. In an interview with Cointelegraph, the DAO representatives outlined three major benefits unique to tokenized gold, including 1:1 redeemability for a specific quantity of physical, serialized gold, usage as collateral in decentralized finance (DeFi) applications, and transactional efficiency through on-demand liquidity. "When you buy an ETF, you are betting on the gold price going up, but you do not own any specific gold bar," Song told Cointelegraph. The pair added that the price of gold surged in 2025 due to t…
    Bitcoin mining — Institutions boost investments amid favorable US climate
    Opinion by: Fakhul Miah, managing director of GoMining Institutional The Bitcoin (BTC) mining industry has never been more attractive to institutional investors. Fintech giants are investing in Bitcoin mining rather than just accumulating the asset, all thanks to the favorable regulatory environment in the US and the profitability margin of BTC.  Then, numerous companies are diversifying by allocating computing power to AI, further strengthening their economics and, thus, investment attractiveness. For now, it looks like the future of the foundational layer for the Bitcoin network could mark the new gusher age. Is Bitcoin mining profitable? Bitcoin mining is still profitable. CoinShares, a digital asset investment firm, shared that the average cost to mine 1 BTC for US-listed miners reache…
    After Zora airdrop goes awry, what’s next for Web3 creator economy?
    Onchain social network Zora has built a reputation as a popular tool for artists, musicians and other creatives to monetize their content onchain, but the recent launch of its eponymous ZORA token has left many users confused and dissatisfied. The token’s price tanked shortly after launch, with users and observers complaining about everything from poor communication from the team to the token’s distribution and utility models.  This comes amid an overall decline in interest in the onchain creator economy and a changing perspective on whether blockchain tools like non-fungible tokens (NFTs) are still useful for creatives who want to monetize their work on the blockchain. With creators and builders shifting focus and NFTs no longer selling like they used to, does the ZORA token drop symboliz…
    What is a sealed-bid token launch?
    What are the various methods for launching crypto tokens? Launching a new token is a critical step for any blockchain project. Token launches enable projects to offer their native assets to early users, investors or supporters while securing capital or encouraging community growth.  From initial coin offerings (ICOs) to fair launches and airdrops, each approach carries different levels of transparency, accessibility and risk. Since projects differ in their goals and target communities, several token launch models have evolved over time.  Some focus on decentralization and wide community offering, while others aim for optimized fundraising or targeted allocation. Elements such as market swings, bot interference and regulatory pressures influence how…
    Deribit eyes US expansion under crypto-friendly Trump admin: FT
    Deribit, the world’s largest crypto options exchange, is weighing an entry into the US market, encouraged by what it sees as a friendlier regulatory climate under President Donald Trump’s administration, according to a recent Financial Times report. The Dubai-based exchange, which processed $1.3 trillion in notional volume last year, is “actively reassessing potential opportunities” in the United States, CEO Luuk Strijers told the FT. He cited the “recent shift toward a more favorable regulatory stance on crypto in the US” as a key motivator behind the decision. Deribit’s potential plan to expand into the US comes amid reports that Coinbase is in advanced negotiations to acquire the platform. In a March 21 report, Bloomberg said both companies have notified regulators in Dubai, where Derib…
    Over 70 crypto firms join forces to tackle big tech’s AI monopoly
    In a move that hopes to challenge Big Tech’s grip on artificial intelligence, AI agent protocol Thinkagents.ai has launched a new open-source framework for building onchain agents that operate autonomously across decentralized networks. While traditional systems aim to restrict data ownership and platform abilities for their users, Thinkagents.ai is creating an interoperable ecosystem owned and controlled by its users. For Mike Anderson, core contributor at THINK, the Think Agent Standard is the future of AI. Anderson and his team developed the Think Agent Standard to enable millions of autonomous onchain AI agents to transact and communicate. The protocol now has over 70 companies, like Arbitrum and Yuga Labs, on board to help out.  The platform is now live, allowing developers, enterpris…
    Arizona governor vetoes bill to make Bitcoin part of state reserves
    Arizona Governor Katie Hobbs has vetoed a bill that would have allowed the state to hold Bitcoin as part of its official reserves, effectively ending efforts to make Arizona the first US state to adopt such a policy. The Digital Assets Strategic Reserve bill, which would have permitted Arizona to invest seized funds into Bitcoin (BTC) and create a reserve managed by state officials, was formally struck down on Friday, according to an update on the Arizona State Legislature’s website. “Today, I vetoed Senate Bill 1025. The Arizona State Retirement System is one of the strongest in the nation because it makes sound and informed investments,” Hobbs wrote in a statement aimed at Warren Petersen, the President of the Arizona Senate. “Arizonans’ retirement funds are not the place for the state t…
    Vitalik wants to make Ethereum ‘as simple as Bitcoin’ in 5 years
    Ethereum co-founder Vitalik Buterin called for simplifying Ethereum’s base protocol, aiming to make the network more efficient, secure and accessible, drawing inspiration from Bitcoin’s minimalist design. In a blog post titled “Simplifying the L1,” published on May 3, Buterin laid out a vision to restructure Ethereum’s architecture across consensus, execution and shared components. “This post will describe how Ethereum 5 years from now can become close to as simple as Bitcoin,” Buterin wrote, arguing that simplicity is key to Ethereum’s resilience and long-term scalability. While recent upgrades like proof-of-stake (PoS) and Zero-Knowledge Succinct Non-Interactive Argument of Knowledge (zk-SNARK) integration have made Ethereum more robust, he said that technical complexity has led to bloat…
    Apple softens crypto app rules, 'hugely bullish' for crypto industry
    Crypto app developers are now free to direct users to payments outside of Apple’s ecosystem without restrictions or hefty fees, after a United States district judge ruled that Apple violated an injunction in its antitrust legal battle against Epic Games. “The Court finds Apple in willful violation of this Court’s 2021 Injunction, which was issued to restrain and prohibit Apple’s anticompetitive conduct and anticompetitive pricing. Apple’s continued attempts to interfere with competition will not be tolerated,” US district judge Yvonne Gonzalez Rogers said in an April 30 court filing. Apple must make changes “effective immediately” “Effective immediately, Apple will no longer impede developers’ ability to communicate with users, nor will they levy or impose a new commission on off-app purch…
    Bitcoin bros at 'the club' may stop US gov’t from buying BTC — Arthur Hayes
    BitMEX co-founder Arthur Hayes says the United States is unlikely to add more Bitcoin to its reserves beyond what it has already seized due to the country’s high debt levels and the stereotype behind “Bitcoin bros.” “I’m not really into the whole Strategic Reserve situation,” Hayes said in a May 1 interview. Hayes doubts any government announcing print money plans for Bitcoin  “The United States is a deficit country; the only way they can do a Strategic Reserve is not sell the Bitcoin they took from people, fine, that’s 200,000 Bitcoin,” he said. Arthur Hayes spoke to Kyle Chasse on his crypto interview series. Source: Kyle Chasse However, Hayes said it’s hard to imagine any “properly elected” politician openly announcing that the government plans to print money to buy Bitcoin (BTC). “Espe…
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    Not everything needs an LLM: A framework for evaluating when AI makes sense
    The answer to 'What customer needs requires an AI solution?' isn’t always 'Yes.' LLMs are still expensive and not always accurate.  ( 7 min )
  • Open

    Gold-Backed Crypto Minting Volume Hits 3-Year High as Central Bank Buying Drops
    A surge in demand, particularly from ETFs, pushed the average quarterly gold price to a record high.  ( 22 min )
    A Tiny Company Wants to Buy $20M TRUMP Token to Change U.S.-Mexico Trade Deals
    Freight Technologies, which also invested in FET tokens, says it's aiming to strengthen its technology and geopolitical positioning.  ( 25 min )
    Arizona Governor Calls Crypto an ‘Untested Investment,’ Vetoes Bitcoin Reserve Bill
    The bill, Senate Bill 1025, aimed to create a digital assets reserve managed by the state.  ( 21 min )
    ‘Like Spitting on a Fire’: Tether CEO Slams EU Deposit Protections Amid Bank Failure Warnings
    Paolo Ardoino criticizes EU rules that could force stablecoin issuers to rely on fragile banks and warned about potential bank failures in the future.  ( 21 min )
    CME Group Crypto Derivatives Volume Soars 129% in April With ETH Leading the Charge
    The exchange saw its crypto derivatives volumes rise sharply to $8.9 billion in April, led by ether futures growth.  ( 21 min )
    State of Crypto: IRS Departures
    Seth Wilks and Raj Mukherjee, two IRS digital asset directors, are leaving the agency just over a year after joining it.  ( 30 min )
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    iCaur Is Set To Launch Two Models At MAS 2025
    It is a known fact that Chery’s sub-brand iCAUR (or iCAR in China) will be debuting its fully electric vehicle in Malaysia. Recently we reported that the 03 will be coming but it seems like it will be joined by the V23 as well. This was confirmed by the automaker through a social media announcement. […] The post iCaur Is Set To Launch Two Models At MAS 2025 appeared first on Lowyat.NET.  ( 17 min )
    inDrive Receives Licence Revocation Notice In Malaysia; Talks With APAD Ongoing
    inDrive has confirmed it is in active discussion with Malaysian regulators after receiving a notice of revocation from the Land Public Transport Agency (APAD). Reports indicate that the agency recently issued a three-month deadline for the e-hailing company to return its Intermediation Business Licence (IBL), citing alleged non-compliance with regulatory requirements introduced in 2019. In […] The post inDrive Receives Licence Revocation Notice In Malaysia; Talks With APAD Ongoing appeared first on Lowyat.NET.  ( 16 min )
    BBC Maestro Resurrects Agatha Christie For Online Writing Course
    Almost half a century after her death, novelist Agatha Christie is teaching an online course on how to write mysteries. Naturally, this is made possible with the help of AI. The course, titled “Agatha Christie: Writing”, is offered by BBC Maestro and covers 11 video modules, along with 12 writing exercises. According to BBC Maestro, […] The post BBC Maestro Resurrects Agatha Christie For Online Writing Course appeared first on Lowyat.NET.  ( 16 min )
    Japanese Gamers Resort To Renting PS5s Rather Than Buying
    Even without the trade war going on, prices of gaming consoles are higher than they’ve ever been. This is especially true for the two most recent ones, the PS5 Pro and the Nintendo Switch 2. One way that Japanese gamers are dealing with this is by renting consoles rather than buying them. At least for […] The post Japanese Gamers Resort To Renting PS5s Rather Than Buying appeared first on Lowyat.NET.  ( 16 min )
    Grand Theft Auto VI Has Been Delayed To 26 May 2026
    Rockstar Games has announced that its next major title, Grand Theft Auto VI (GTA VI) has officially been postponed to next year. The game’s new launch date is now 26 May 2026. “Grand Theft Auto VI is now set to release on May 26, 2026. We are very sorry that this is later than you […] The post Grand Theft Auto VI Has Been Delayed To 26 May 2026 appeared first on Lowyat.NET.  ( 15 min )
    realme GT 7T Spotted On SIRIM Ahead Of Unveiling
    realme is prepping to release a new mid-range smartphone called the GT 7T, an upcoming addition to the GT 7 series. While not much is yet known about the phone, it has already made its way to the SIRIM database, hinting of an imminent launch. The GT 7T was listed with the model number RMX5085 […] The post realme GT 7T Spotted On SIRIM Ahead Of Unveiling appeared first on Lowyat.NET.  ( 15 min )

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    How to Create Security Tokens on a Zero Budget
    Security tokens are blockchain-based representations of traditional financial assets—like shares, bonds, or investment contracts—that are subject to regulation. While launching a security token typically involves legal compliance and financial infrastructure, it’s still possible to prototype and build your own security token with no upfront costs using testnets and free open-source tools. In this article, we’ll walk through how to build a security token smart contract, simulate regulatory features, and prepare for a future compliant deployment—all without spending a dollar. A security token is a digital asset that represents ownership in a real-world, regulated asset. Unlike utility tokens, security tokens: Represent real financial stakes (equity, dividends, debt) Must comply with securiti…  ( 5 min )
    So it's started with post
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line What I Built Demo Code Repository How I Used Amazon Q Developer  ( 2 min )
    "How to Create Synthetic Assets on a Budget (Or for Free)
    Synthetic assets are one of the most exciting innovations in decentralized finance (DeFi). They allow you to create tokens that track the price of real-world assets—stocks, commodities, currencies—without actually owning them. Imagine launching a token that mirrors the price of Tesla stock, gold, or even real estate… without needing to own those things or set up complicated infrastructure. The best part? You can start building synthetic assets without spending money, using free open-source tools, testnets, and clever design. This article walks you through the zero-cost path to building your own synthetic tokens. A synthetic asset is a crypto token that represents the value of another asset. It’s a derivative that mimics the price movement of something else. Examples: A token that tracks Te…  ( 5 min )
    Xrush Xommand Xine
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line What I Built Demo Code Repository How I Used Amazon Q Developer  ( 2 min )
    How to Create Governance Tokens with Zero Budget
    Governance tokens are the heart of decentralized decision-making in Web3. Whether you're building a DAO, launching a decentralized app, or experimenting with community-driven projects, governance tokens give your users voting power and influence. The best part? You can create and distribute governance tokens without spending a cent. This article walks you through the zero-cost route to building a governance token from scratch, using free tools, test networks, and battle-tested open-source code. A governance token is a type of cryptocurrency that gives holders the right to vote on proposals that affect the direction of a project. These decisions can include: Protocol upgrades Budget allocations New features Treasury management Governance tokens are typically built on Ethereum using th…  ( 5 min )
    From Startups to Enterprises: Why Companies Trust Outsourced for Talent
    Finding, retaining, and even affording local talent has become a growing challenge for many businesses around the world—Outsourced offers an alternative. Outsourced is an ISO-certified offshore staffing company based in the Philippines that specializes in building full-time teams for its clients. Through offshore outsourcing with Outsourced, businesses can potentially save up to 75% on salaries compared to local hiring. Outsourced was founded in 2012 by CEO Mike Larcher, who became frustrated with local hiring challenges in Australia. He found it difficult to find and retain skilled talent locally, which prompted him to look abroad. “In 2012,” Mike explained, “while running a digital agency, I faced difficulty finding and retaining talent in Australia—so I decided to explore the Philippine…  ( 4 min )
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    ePub-utils: A Python library and CLI tool for inspecting ePub from the terminal
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    GitDroid: A third party Android app manager for apps uploaded to GitHub releases
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    Space Invaders on your wrist: the glory years of Casio video game watches
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    The Craft 001: A conversation about craft, code, and freedom with Neal Agarwal
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    A 1903 Proposal to Preserve the Dead in Glass Cubes
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  • Open

    RSAC 2025: Why the AI agent era means more demand for CISOS
    RSAC 2025 made one thing clear: AI agents are entering security workflows, but boards want proof they work.  ( 10 min )
  • Open

    Stars align for Bitcoin rally to $100K, but futures traders exercise caution — Here’s why
    Key takeaways: BTC hit $97,900 due to soaring institutional investor demand, but futures pricing shows traders aren't confident in a sustained rally. Macroeconomic risks and global trade tensions cap bullish sentiment despite $3.6 billion in spot BTC ETF inflows. BTC options lean bullish, suggesting big players expect upside, but their caution keeps leverage use low. Bitcoin (BTC) broke out of a tight trading range between $93,000 and $95,600 on May 1, following six days of limited movement. Despite reaching its highest price in ten weeks at $97,930, sentiment remains neutral according to BTC derivatives indicators. This price action has occurred alongside significant net inflows into US spot exchange-traded Bitcoin funds (ETFs). Some of the disappointment among traders can be attribut…

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    Local cosmetics sector can be launchpad to position Malaysia as innovation-led economy: Sirim chief tech officer
    SHAH ALAM: The Malaysian cosmetics sector can serve as a launchpad to position the nation as an innovation-led economy, said Sirim Bhd chief technolog...  ( 3 min )
    Three Omani innovators selected for ITEX 2025 in Malaysia
    Three Omani innovators selected to compete at ITEX 2025 in Malaysia. Projects include innovations in water filtration, dental materials, and remote control technology  ( 4 min )
    Malaysia attracts US$3.7 billion in digital investments, solidifying
    Malaysia’s digital economy continues to go from strength to strength, emerging as a strategic engine of growth that creates jobs, opens new opportunities, and fosters local innovation for businesses  ( 3 min )
    MDV powers Malaysia's tech innovation with over RM13bil financing
    KUALA LUMPUR: Malaysia Debt Ventures Bhd (MDV) has emerged as a key enabler of the nation’s innovation and digital transformation agenda, with more than RM13 billion channelled into over 1,000 high-impact, technology-driven projects.  ( 7 min )

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    [UPDATED] Malaysia and Maldives explore new ties in solar, defence, and digital tech [WATCH]
    PUTRAJAYA: Malaysia is eager to explore new avenues of cooperation with the Maldives, including floating solar energy, defence, and digital technology, says Datuk Seri Anwar Ibrahim.  ( 7 min )
    Retail & E-Commerce Innovation Marketing & Tech Summit: Malaysia 2025
    Retail & E-Commerce Innovation Marketing & Tech Summit: Malaysia 2025

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    Bits + Bytes: A Miscellany Of Technology
    NEWS Malaysia sees tech salary surge in 2025, led by system engineers Tech salaries in Malaysia have risen significantly this year, with system engineers recording the highest increase at 8%, according to NodeFlair’s Tech Salary Report 2...  ( 16 min )
    FORKLIFTACTION, B2B news service and business platform about forklifts and materials handling
    FORKLIFTACTION, B2B news service and business platform about forklifts and materials handling

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    Malaysia remains 9th largest global exporter of high-tech products
    Malaysia successfully maintained its position as the ninth-largest exporter of high-tech goods out of 143 economies in 2023, the highest recognition it has achieved in the past decade, Bernama has reported.  ( 5 min )

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    Malaysia remains 9th largest global exporter of high-tech products
    Malaysia’s high-tech exports increased by 2 billion USD to reach 127 billion USD in 2023. He said high-tech exports comprised 58.69% of total manufacturing exports in 2023, up from 52.48% recorded in 2022.  ( 9 min )
    UK agrees to assist Malaysia in technology, new energy
    The UK has agreed to collaborate with Malaysia in various fields, including technology and new energy management, said Deputy Prime Minister Datuk Seri Fadillah Yusof.  ( 8 min )
    Need to embrace technological advancements, sustainable practices discussed at country's premier real estate event
    Industry leaders, policymakers, investors and experts explored the future of Malaysia's real estate landscape at the National Real Estate Convention (NREC) 2025 held here recently.  ( 7 min )

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    Cooperations with China continue to drive Malaysia's tech ambitions: experts
    Cooperations with China continue to drive Malaysia's tech ambitions: experts-  ( 3 min )
    IBM Tech Innovation Summit
    Seats are limited. Register now!  ( 2 min )

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    Alabama’s Pursell Agri-Tech teams with Wastech on fertilizer venture in Malaysia
    Pursell and Wastech Group are establishing a state-of-the-art facility in Malaysia to producte advanced controlled release fertilizers.  ( 5 min )
2025-05-17T10:26:01.771Z osmosfeed 1.15.1